Trosolwyg
Mae fy niddordebau ymchwil yn cynnwys graffeg gyfrifiadurol, modelu a phrosesu geometrig, gweledigaeth gyfrifiadurol a phrosesu delweddau. Mae pynciau penodol fy ymchwil diweddar yn cynnwys Cynhyrchu Cynnwys Gweledol yn Seiliedig ar Ddysgu, Dadansoddi Siâp a Pharu, Cyfrifiadura Gweledol sy'n cael ei Yrru gan Ddata, Arddull Delwedd a Thynnu ac ati.
Roeddwn yn gyd-gadeirydd cynhadledd Eurographics Symposiwm ar Brosesu Geometreg (SGP) 2014, Cyfryngau Gweledol Cyfrifiadol (CVM) 2016, cyd-gadeirydd rhaglen Eurographics Workshop ar Adferiad Gwrthrychau 3D (3DOR) 2021. Rwy'n olygydd cyswllt The Visual Computer ac yn aelodau pwyllgor rhaglen nifer o gynadleddau rhyngwladol mawr.
Gweler hefyd fy Nghartref Personol.
Cyhoeddiad
2025
- Wu, T., Sun, J., Lai, Y. and Gao, L. 2025. VD-NeRF: Visibility-aware decoupled neural radiance fields for view-consistent editing and high-frequency relighting. IEEE Transactions on Pattern Analysis and Machine Intelligence (10.1109/tpami.2025.3531417)
- Huo, J. et al. 2025. Dictionary based generative adversarial network for multi-collection style transfer. IEEE Transactions on Multimedia
- Wu, J., Lai, Y., Xu, M., Herbert, P. and Ji, Z. 2025. RGB-D video mirror detection. Presented at: WACV 2025, Tucson, Arizona, 28 February - 04 March 2025.
2024
- Gao, L., Yang, J., Zhang, B., Sun, J., Yuan, Y., Fu, H. and Lai, Y. 2024. Real-time large-scale deformation of Gaussian splatting. ACM Transactions on Graphics 43(6), article number: 200. (10.1145/3687756)
- Zhang, J., Lai, Y., Yang, J. and Li, K. 2024. PISE-V: person image and video synthesis with decoupled GAN. Visual Computer (10.1007/s00371-024-03752-1)
- Zhao, H., Ji, T., Rosin, P. L., Lai, Y., Meng, W. and Wang, Y. 2024. Cross-lingual font style transfer with full-domain convolutional attention. Pattern Recognition 155, article number: 110709. (10.1016/j.patcog.2024.110709)
- Yang, Y., Feng, Q., Lai, Y. and Li, K. 2024. R2Human: Real-time 3D human appearance rendering from a single image. Presented at: IEEE International Symposium on Mixed and Augmented Reality (ISMAR), Bellevue, WA, USA, 21-25 October 2024Proceedings of International Symposium on Mixed and Augmented Reality. IEEE pp. 1187-1196., (10.1109/ISMAR62088.2024.00135)
- Wang, Y., Ma, J., Shao, R., Feng, Q., Lai, Y. and Li, K. 2024. HumanCoser: Layered 3D human generation via semantic-aware diffusion model. Presented at: IEEE International Symposium on Mixed and Augmented Reality (ISMAR), Bellevue, WA, USA, 21-25 October 2024Proceedings of International Symposium on Mixed and Augmented Reality. IEEE pp. 436-445., (10.1109/ISMAR62088.2024.00058)
- Yang, Y., Feng, Q., Lai, Y. and Li, K. 2024. Real-time 3D human reconstruction and rendering system from a single RGB camera. Presented at: SA '24: SIGGRAPH Asia 2024 Technical Communications, Tokyo, Japan, 3-6 December 2024 Presented at Igarashi, T. and Hu, R. eds.SA '24: SIGGRAPH Asia 2024 Technical Communications. New York: ACM, (10.1145/3681758.3697993)
- Cai, J., Mu, T. and Lai, Y. 2024. FilterGNN: Image feature matching with cascaded outlier filters and linear attention. Computational Visual Media 10(5), pp. 873-884. (10.1007/s41095-023-0363-3)
- Xuan, H., Zhang, J., Lai, Y. and Li, K. 2024. MH-HMR: Human mesh recovery from monocular images via multi-hypothesis learning. CAAI Transactions on Intelligence Technology 9(5), pp. 1263-1274. (10.1049/cit2.12337)
- Yi, R., Zhu, H., Hu, T., Lai, Y. and Rosin, P. 2024. AesStyler: Aesthetic guided universal style transfer. Presented at: ACM Multimedia 2024, Melbourne, Australia, 28 October - 1 November 2024MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. ACM pp. 9789-9798., (10.1145/3664647.3680784)
- Zhang, S., Huang, J., Yue, L., Zhang, J., Liu, J., Lai, Y. and Zhang, S. 2024. SceneExpander: Real-time scene synthesis for interactive floor plan editing. Presented at: ACM Multimedia 2024, Melbourne, Australia, 28 October - 1 November 2024MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. ACM pp. 6232-6240., (10.1145/3664647.3680798)
- Xu, T., Hu, W., Lai, Y., Shan, Y. and Zhang, S. 2024. Texture-GS: Disentangling the geometry and texture for 3D gaussian splatting editing. Presented at: European Conference on Computer Vision (ECCV), Milan, Italy, 29 September - 04 October 2024Computer Vision – ECCV 2024, Vol. 15083. Springer pp. 37-53., (10.1007/978-3-031-72698-9_3)
- Li, B., Wei, X., Liu, B., Wang, W., He, Z. and Lai, Y. 2024. 3D colored object reconstruction from a single view image through diffusion. Expert Systems with Applications 252(Part B), article number: 124225. (10.1016/j.eswa.2024.124225)
- Njuod, A., Wu, J., Lai, Y. and Ji, Z. 2024. GRPSNET: Multi-class part parsing based on graph reasoning. Presented at: IEEE Conference on Multimedia Expo 2024, Niagara Falls, Canada, 15-19 July 2024IEEE International Conference on Multimedia and Expo (ICME). IEEE pp. 1-10., (10.1109/ICME57554.2024.10687831)
- Zhang, J., Lai, Y., Ma, J. and Li, K. 2024. Multi-scale information transport generative adversarial network for human pose transfer. Displays 84, article number: 102786. (10.1016/j.displa.2024.102786)
- Wu, J., Lai, Y., Xu, M. and Ji, Z. 2024. Fusion of short-term and long-term attention for video mirror detection. Presented at: IEEE Conference on Multimedia Expo 2024, Niagara Falls, Canada, 15-19 July 20242024 IEEE International Conference on Multimedia and Expo (ICME). IEEE pp. 1-9., (10.1109/icme57554.2024.10688367)
- Huang, Y., Cao, Y., Lai, Y., Shan, Y. and Gao, L. 2024. NeRF-Texture: Synthesizing Neural Radiance Field textures. IEEE Transactions on Pattern Analysis and Machine Intelligence 46(9), pp. 5986-6000. (10.1109/TPAMI.2024.3382198)
- Zhai, Y., Jia, G., Lai, Y., Zhang, J., Yang, J. and Tao, D. 2024. Looking into gait for perceiving emotions via bilateral posture and movement graph convolutional networks. IEEE Transactions on Affective Computing 15(3), pp. 1634-1648. (10.1109/TAFFC.2024.3365694)
- Cai, Z., Jiang, K., Chen, S., Lai, Y., Fu, H., Shi, B. and Gao, L. 2024. Real-time 3D-aware portrait video relighting. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 17-21 June 2024Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 6221-6231., (10.1109/CVPR52733.2024.00595)
- Li, Y., Ji, H., Zhang, W. and Lai, Y. 2024. Learning discriminative motion models for multiple object tracking. IEEE Transactions on Multimedia 26, pp. 11372-11385. (10.1109/TMM.2024.3453057)
- Zhang, Y., Lai, Y., Lang, N., Zhang, F. and Xu, L. 2024. RecStitchNet: Learning to stitch images with rectangular boundaries. Computational Visual Media 10, pp. 687-703. (10.1007/s41095-024-0420-6)
- Zuo, R. et al. 2024. SceneDiff: Generative scene-level image retrieval with text and sketch using diffusion models. Presented at: International Joint Conference on Artificial Intelligence, Jeju, South Korea, 3-9 August 2024 Presented at Larson, K. ed.Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence. pp. 1825-1833., (10.24963/ijcai.2024/202)
- Pan, C., Yang, G., Mu, T. and Lai, Y. 2024. Generating animatable 3D cartoon faces from single portraits. Virtual Reality & Intelligent Hardware 6(4), pp. 292-307. (10.1016/j.vrih.2023.06.010)
- Li, C. et al. 2024. Two-stage deep neural network for diagnosing fungal keratitis via in vivo confocal microscopy images. Scientific Reports 14(1), article number: 18432. (10.1038/s41598-024-68768-y)
- Liu, F., Fu, H., Lai, Y. and Gao, L. 2024. SketchDream: Sketch-based text-to-3D generation and editing. ACM Transactions on Graphics 43(4), article number: 44. (10.1145/3658120)
- Yang, H., Zheng, M., Ma, C., Lai, Y., Wan, P. and Huang, H. 2024. VRMM: A volumetric relightable morphable head model. Presented at: ACM SIGGRAPH 2024, Denver, USA, 28 July - 01 August 2024. , (10.1145/3641519.3657406)
- Mu, T., Shen, M., Lai, Y. and Hu, S. 2024. Learning virtual view selection for 3D scene semantic segmentation. IEEE Transactions on Image Processing 33, pp. 4159 - 4172. (10.1109/TIP.2024.3421952)
- Goddard, P., Verdezoto, N., Margrain, T. H., Lai, Y. and Eslambolchilar, P. 2024. Seeing art differently: design considerations to improve visual art engagement for people with low vision. Presented at: ACM Designing Interactive Systems Conference, Copenhagen, Denmark, 1-5 July 2024 Presented at Vallgarda, A. et al. eds.Proceedings of the 2024 ACM Designing Interactive Systems Conference. New York, US: ACM pp. 2820-2832., (10.1145/3643834.3660675)
- Wen, Q., Tafrishi, S. A., Ji, Z. and Lai, Y. 2024. Defining the ideal criteria for stable skeletonisation in object point clouds. Presented at: 40th Anniversary of the IEEE Conference on Robotics and Automation (ICRA@40), Rotterdam, Netherlands, 23-26 September 2024.
- Li, X., Zhang, J., Lai, Y., Yang, J. and Li, K. 2024. High-quality animatable dynamic garment reconstruction from monocular videos. IEEE Transactions on Circuits and Systems for Video Technology 34(6), pp. 4243-4256. (10.1109/TCSVT.2023.3329972)
- Wen, Q., Tafrishi, S., Ji, Z. and Lai, Y. 2024. What criteria define an ideal skeletonisation reference in object point clouds?. Presented at: TAROS (Towards Autonomous Robotic Systems), London, UK, 21-23 August 2024.
- Zhang, J., Gu, L., Lai, Y., Wang, X. and Li, K. 2024. Towards grouping in large scenes with occlusion-aware spatio-temporal transformers. IEEE Transactions on Circuits and Systems for Video Technology 34(5), pp. 3919-3929. (10.1109/TCSVT.2023.3324868)
- Wen, Q., Tafrishi, S. A., Ji, Z. and Lai, Y. 2024. GLSkeleton: A geometric Laplacian-based skeletonisation framework for object point clouds. IEEE Robotics and Automation Letters 9(5), pp. 4615-4622. (10.1109/LRA.2024.3384128)
- Sun, J., Yang, J., Mo, K., Lai, Y., Guibas, L. and Gao, L. 2024. Haisor: Human-aware indoor scene optimization via deep reinforcement learning. ACM Transactions on Graphics 43(2), article number: 15. (10.1145/3632947)
- Li, Y., Ji, H., Chen, X., Yang, Y. and Lai, Y. 2024. Learning key lines for multi-object tracking. Computer Vision and Image Understanding 241, article number: 103973. (10.1016/j.cviu.2024.103973)
- Huo, J., Kong, M., Li, W., Wu, J., Lai, Y. and Gao, Y. 2024. Towards efficient image and video style transfer via distillation and learnable feature transformation. Computer Vision and Image Understanding 241, article number: 103947. (10.1016/j.cviu.2024.103947)
- Yang, X., Wu, J., Lai, Y. and Ji, Z. 2024. GAM: General Affordance-based Manipulation for contact-rich object disentangling tasks. Neurocomputing 578, article number: 127386. (10.1016/j.neucom.2024.127386)
- Yi, R., Liu, Y., Lai, Y. and Rosin, P. L. 2024. Generating artistic portrait drawings from images. In: Lyu, Z. ed. Applications of Generative AI. Springer, pp. 437-460., (10.1007/978-3-031-46238-2_22)
- Huang, Z. et al. 2024. SpeciFingers. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 8(1), pp. 1-28. (10.1145/3643559)
- Zhao, H., Zhang, L., Rosin, P. L., Lai, Y. and Wang, Y. 2024. HairManip: High quality hair manipulation via hair element disentangling. Pattern Recognition 147, article number: 110132. (10.1016/j.patcog.2023.110132)
- Fu, R., Zhang, Y., Yang, J., Sun, J., Zhang, F., Lai, Y. and Gao, L. 2024. ROSA-Net: Rotation-Robust Structure-Aware Network for fine-grained 3D shape retrieval. Presented at: Computational Visual Media Conference 2024, Wellington, New Zealand, 10-12 April 2024Computational Visual Media. CVM 2024, Vol. 14592. Lecture Notes in Computer Science Singapore: Springer pp. 295-319., (10.1007/978-981-97-2095-8_16)
- Hu, H. et al. 2024. SpaceGTN: A time-agnostic graph transformer network for handwritten diagram recognition and segmentation. Presented at: The Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24), 20-27 February 2024, Vol. 38. Vol. 3. Association for the Advancement of Artificial Intelligence pp. 2211-2219., (10.1609/aaai.v38i3.27994)
- Sun, J., Wu, J., Ji, Z. and Lai, Y. 2024. A survey of object goal navigation. IEEE Transactions on Automation Science and Engineering (10.1109/TASE.2024.3378010)
- Zhou, F., Shen, P., Dai, J., Jiang, N., Lai, Y. and Rosin, P. 2024. AHRNet: Attention and heatmap-based regressor for hand pose estimation and mesh recovery. Presented at: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, 14-19 April 2024Proceedings International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, (10.1109/ICASSP48485.2024.10446600)
- Li, B., Wei, X., Liu, B., He, Z., Cao, J. and Lai, Y. 2024. Pose-aware 3D talking face synthesis using geometry-guided audio-vertices attention. IEEE Transactions on Visualization and Computer Graphics (10.1109/TVCG.2024.3371064)
- Huang, Z. et al. 2024. SpeechMirror: A multimodal visual analytics system for personalized reflection of online public speaking effectiveness. IEEE Transactions on Visualization and Computer Graphics 30(1), pp. 606-616. (10.1109/TVCG.2023.3326932)
- Herbert, P., Wu, J., Ji, Z. and Lai, Y. 2024. Benchmarking visual SLAM methods in mirror environments. Computational Visual Media 10(2), pp. 215-241. (10.1007/s41095-022-0329-x)
- Lyu, H., Elangovan, H., Rosin, P. and Lai, Y. 2024. SCD: Statistical color distribution-based objective image colorization quality assessment. Presented at: Computer Graphics International, Geneva, Switzerland, 1-5 July 2024.
- Gao, Y., Huo, J., Li, W., Wu, J., Lai, Y. and Gao, Y. 2024. Object goal navigation based on path planning characteristics. CAAI Transactions on Intelligence Technology
- Kou, S., Zhang, F., Lai, Y. and Dodgson, N. A. 2024. Neural panoramic representation for spatially and temporally consistent 360◦ video editing. Presented at: IEEE International Symposium on Mixed and Augmented Reality (ISMAR), Seattle, USA, 21-25 October 2024.
- Liang, Y., Wu, J., Lai, Y. and Qin, Y. 2024. Efficient precision and recall metrics for assessing generative models using hubness-aware sampling. Presented at: The Forty-first International Conference on Machine Learning (ICML), Vienna, Austria, 21-27 July 2024, Vol. 235. pp. 29682-29699.
- Jing, X., Yu, T., He, R., Lai, Y. and Li, K. 2024. FRNeRF: Fusion and regularization fields for dynamic view synthesis. Computational Visual Media
- Hu, T., Yi, R., Qian, B., Zhang, J., Rosin, P. and Lai, Y. 2024. SuperSVG: Superpixel-based scalable vector graphics synthesis. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 17-21 June 2024.
- Zhu, H., Chong, J. I., Hu, T., Yi, R., Lai, Y. and Rosin, P. L. 2024. SAMVG: A multi-stage image vectorization model with the segment-anything model. Presented at: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, 14-19 April, 2024.
- Huang, K., Zhang, F., Zhang, F., Lai, Y., Rosin, P. and Dodgson, N. A. 2024. Multi-task geometric estimation of depth and surface normal from monocular 360° images. Computational Visual Media
- Wang, T., Wu, J., Ji, Z. and Lai, Y. 2024. Sparse Convolutional Networks for Surface Reconstruction from Noisy Point Clouds. Presented at: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, 4-8 January 2024.
- Sun, J., Wu, J., Ji, Z. and Lai, Y. 2024. RSMPNet: Relationship guided semantic map prediction. Presented at: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, 4-8 January 2024.
- Li, B., Lin, X., Liu, B., He, Z. and Lai, Y. 2024. Lightweight text-driven image editing with disentangled content and attributes. IEEE Transactions on Multimedia 26, pp. 1829-1841. (10.1109/TMM.2023.3289755)
2023
- Li, X. et al. 2023. Learning to infer inner-body under clothing from monocular video. IEEE Transactions on Visualization and Computer Graphics 29(12), pp. 5083-5096. (10.1109/TVCG.2022.3202240)
- Du, X. et al. 2023. MMPosE: Movie-induced multi-label positive emotion classification through EEG signals. IEEE Transactions on Affective Computing 14(4), pp. 2925-2938. (10.1109/TAFFC.2022.3221554)
- Zhang, Z., Deng, X., Li, J., Lai, Y., Ma, C., Liu, Y. and Wang, H. 2023. Stroke-based semantic segmentation for scene-level free-hand sketches. Visual Computer 39, pp. 6309-6321. (10.1007/s00371-022-02731-8)
- Jing, X., Feng, Q., Lai, Y., Zhang, J., Yu, Y. and Li, K. 2023. STATE: Learning structure and texture representations for novel view synthesis. Computational Visual Media 9(4), pp. 767-786. (10.1007/s41095-022-0301-9)
- Lyu, H., Rosin, P. L. and Lai, Y. 2023. WCGAN: Robust portrait watercolorization with adaptive hierarchical localized constraints. Displays 80, article number: 102530. (10.1016/j.displa.2023.102530)
- Wu, T., Gao, L., Zhang, L., Lai, Y. and Zhang, H. 2023. STAR-TM: STructure aware reconstruction of textured mesh from single image. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(12), pp. 15680-15693. (10.1109/TPAMI.2023.3305630)
- Yuan, Y., Sun, Y., Lai, Y., Ma, Y., Jia, R., Kobbelt, L. and Gao, L. 2023. Interactive NeRF geometry editing with shape priors. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(12), pp. 14821-14837. (10.1109/TPAMI.2023.3315068)
- Xia, M. et al. 2023. FEditNet: few-shot editing of latent semantics in GAN spaces. Presented at: 37th AAAI Conference on Artificial Intelligence, Washington, DC, USA, 7-14 Feb 2023.
- Alhamazani, F., Lai, Y. and Rosin, P. L. 2023. 3DCascade-GAN: Shape completion from single-view depth images. Computers and Graphics 115, pp. 412-422. (10.1016/j.cag.2023.07.033)
- Li, R., Zhang, L., Li, C., Lai, Y. and Gao, L. 2023. E3Sym: Leveraging E(3) invariance for unsupervised 3D planar reflective symmetry detection. Presented at: International Conference on Computer Vision (ICCV), Paris, France, 2-6 October 2023Proceedings of IEEE/CVF International Conference on Computer Vision. IEEE pp. 14497-14507., (10.1109/ICCV51070.2023.01337)
- Yang, X., Ji, Z., Wu, J. and Lai, Y. 2023. Recent advances of deep robotic affordance learning: a reinforcement learning perspective. IEEE Transactions on Cognitive and Developmental Systems 15(3), pp. 1139-1149. (10.1109/TCDS.2023.3277288)
- Song, S., Liang, Y., Wu, J., Lai, Y. and Qin, Y. 2023. Feature proliferation — the "cancer" in StyleGAN and its treatments. Presented at: International Conference on Computer Vision (ICCV) 2023, Paris, France, October 1 - 6, 2023Proceedings of IEEE/CVF International Conference on Computer Vision. IEEE pp. 2360-2370., (10.1109/ICCV51070.2023.00224)
- Qiao, Y., Gao, L., Liu, S., Liu, L., Lai, Y. and Chen, X. 2023. Learning-based intrinsic reflectional symmetry detection. IEEE Transactions on Visualization and Computer Graphics 29(9), pp. 3799-3808. (10.1109/TVCG.2022.3172361)
- Gao, L., Liu, F., Chen, S., Jiang, K., Li, C., Lai, Y. and Fu, H. 2023. SketchFaceNeRF: Sketch-based facial generation and editing in neural radiance fields. ACM Transactions on Graphics 42(4), article number: 159. (10.1145/3592100)
- Chen, L., Gao, L., Yang, J., Xu, S., Ye, J., Zhang, X. and Lai, Y. 2023. Deep deformation detail synthesis for thin shell models. Computer Graphics Forum 42(5), article number: e14903. (10.1111/cgf.14903)
- Li, B., Xue, K., Lui, B. and Lai, Y. 2023. BBDM: Image-to-image translation with Brownian bridge diffusion models. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 18-22 June 2023Proceedings of Conference on Computer Vision and Pattern Recognition, Vol. 2023. IEEE pp. 1952-1961., (10.1109/CVPR52729.2023.00194)
- Yuan, Y., Lai, Y., Huang, Y., Kobbelt, L. and Gao, L. 2023. Neural radiance fields from sparse RGB-D images for high-quality view synthesis. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(7), pp. 8713-8728. (10.1109/TPAMI.2022.3232502)
- Gao, L., Sun, J., Mo, K., Lai, Y., Guibas, L. J. and Yang, J. 2023. SceneHGN: Hierarchical Graph Networks for 3D indoor scene generation with fine-grained geometry. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(7), pp. 8902-8919. (10.1109/TPAMI.2023.3237577)
- Hu, X., Zhang, L., Gao, L., Dai, W., Han, X., Lai, Y. and Chen, Y. 2023. GLIM-Net: chronic glaucoma forecast transformer for irregularly sampled sequential fundus images. IEEE Transactions on Medical Imaging 42(6), pp. 1875-1884. (10.1109/TMI.2023.3243692)
- Shi, M., Zhang, J., Chen, S., Gao, L., Lai, Y. and Zhang, F. 2023. Reference-based deep line art video colorization. IEEE Transactions on Visualization and Computer Graphics 29(6), pp. 2965-2979. (10.1109/TVCG.2022.3146000)
- Yuan, K., Schaefer, G., Lai, Y., Wang, Y., Liu, X., Guan, L. and Fang, H. 2023. A multi-strategy contrastive learning framework for weakly supervised semantic segmentation. Pattern Recognition 137, article number: 109298. (10.1016/j.patcog.2022.109298)
- Li, K., Liu, Y., Lai, Y. and Yang, J. 2023. MILI: Multi-person inference from a low-resolution image. Fundamental Research 3(3), pp. 434-441. (10.1016/j.fmre.2023.02.006)
- Zuo, R. et al. 2023. Fine-Grained Video Retrieval With Scene Sketches. IEEE Transactions on Image Processing 32, pp. 3136-3149. (10.1109/TIP.2023.3278474)
- Yan, J., Lai, Y., Xu, Y., Zheng, Y., Niu, Z. and Tan, T. 2023. Editorial: Artificial intelligence-based medical image automatic diagnosis and prognosis prediction. Frontiers in Physics 11, article number: 1210010. (10.3389/fphy.2023.1210010)
- Huang, Y., Cao, Y., Lai, Y., Shan, Y. and Lin, G. 2023. NeRF-Texture: Texture synthesis with neural radiance fields. Presented at: ACM SIGGRAPH, Los Angeles, CA, USA, 6-10 August 2023.
- Tong, W., Jia-Mu, J., Lai, Y. and Lin, G. 2023. DE-NeRF: DEcoupled Neural Radiance Fields for view-consistent appearance editing and high-frequency environmental relighting. Presented at: ACM SIGGRAPH, Los Angeles, CA, USA, 6-10 August 2023.
- Li, B. et al. 2023. Controllable facial attribute editing via Gaussian mixture model disentanglement. Digital Signal Processing 134, article number: 103916. (10.1016/j.dsp.2023.103916)
- Ye, Z. et al. 2023. 3D-CariGAN: an end-to-end solution to 3D caricature generation from normal face photos. IEEE Transactions on Visualization and Computer Graphics 29(4), pp. 2203-2210. (10.1109/TVCG.2021.3126659)
- Yang, J., Mo, K., Lai, Y., Guibas, L. J. and Gao, L. 2023. DSG-Net: Learning disentangled structure and geometry for 3D shape generation. ACM Transactions on Graphics 42(1), article number: 1. (10.1145/3526212)
- Alsudays, N., Wu, J., Lai, Y. and Ji, Z. 2023. Afpsnet: multi-class part parsing based on scaled attention and feature fusion. Presented at: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii,, 3-7 Jan 20232023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE pp. 4022-4031., (10.1109/WACV56688.2023.00402)
- Yang, J., Gao, L., Tan, Q., Huang, Y., Xia, S. and Lai, Y. 2023. Multiscale mesh deformation component analysis with attention-based autoencoders. IEEE Transactions on Visualization and Computer Graphics 29(2), pp. 1301-1317. (10.1109/TVCG.2021.3112526)
- Sun, Y., Huang, H., Wang, X., Lai, Y., Liu, W. and Gao, L. 2023. Robust pose transfer with dynamic details using neural video rendering. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(2), pp. 2660-2666. (10.1109/tpami.2022.3166989)
- Li, Y., Ji, H., Chen, X., Lai, Y. and Yang, Y. 2023. Multi-object tracking with robust object regression and association. Computer Vision and Image Understanding 227, article number: 103586. (10.1016/j.cviu.2022.103586)
- Yi, R., Liu, Y., Lai, Y. and Rosin, P. 2023. Quality metric guided portrait line drawing generation from unpaired training data. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(1), pp. 905-918. (10.1109/TPAMI.2022.3147570)
- Ye, Z. et al. 2023. Audio-driven talking face video generation with dynamic convolution kernels. IEEE Transactions on Multimedia 25, pp. 2033-2046. (10.1109/TMM.2022.3142387)
- Chen, S., Lai, Y., Xia, S., Rosin, P. and Gao, L. 2023. 3D face reconstruction and gaze tracking in the HMD for virtual interaction. IEEE Transactions on Multimedia 25, pp. 3166-3179. (10.1109/TMM.2022.3156820)
- Sun, X., Feng, Q., Li, X., Zhang, J., Lai, Y., Yang, J. and Li, K. 2023. Learning semantic-aware disentangled representation for flexible 3D human body editing. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 18-22 June 2023.
- Wen, H., Huang, J., Cui, H., Lin, H., Lai, Y., Fang, L. and Li, K. 2023. Crowd3D: Towards hundreds of people reconstruction from a single image. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 18-22 June 2023.
- Xu, T., Guo, Y., Lai, Y. and Zhang, S. 2023. CXTrack: Improving 3D point cloud tracking with contextual information. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 18-22 June 2023.
- Yi, R., Tian, H., Gu, Z., Lai, Y. and Rosin, P. L. 2023. Towards artistic image aesthetics assessment: a large-scale dataset and a new method. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 18-22 June 2023.
- Wang, T., Wu, J., Ji, Z. and Lai, Y. 2023. RPS-Net: Indoor scene point cloud completion using RBF-point sparse convolution. Presented at: EG UK Computer Graphics & Visual Computing, Aberystwyth, UK, 14-15 September 2023Proceedings EG UK Computer Graphics & Visual Computing. Eurographics - The European Association for Computer Graphics, (10.2312/cgvc.20231188)
- Alhamazani, F., Rosin, P. and Lai, Y. 2023. An Image-based model for 3D shape quality measure. Presented at: EG UK Computer Graphics & Visual Computing, Aberystwyth, UK, 14-15 September 2023Proceedings EG UK Computer Graphics & Visual Computing. Eurographics - The European Association for Computer Graphics, (10.2312/cgvc.20231187)
- Xu, T., Guo, Y., Lai, Y. and Zhang, S. 2023. MBPTrack: Improving 3D point cloud tracking with memory networks and box priors. Presented at: International Conference on Computer Vision (ICCV), Paris, France, 1-6 October 2023Proceedings of IEEE/CVF International Conference on Computer Vision. IEEE pp. 9877-9886., (10.1109/ICCV51070.2023.00909)
- Jiang, C., Yang, J., He, S., Lai, Y. and Gao, L. 2023. NeuralSlice: Neural 3D triangle mesh reconstruction via slicing 4D tetrahedral meshes. Presented at: International Conference on Machine Learning (ICML), Honolulu, Hawaii, USA, 23-29 July 2023Proceedings of the 40th International Conference on Machine Learning, Vol. 202. pp. 15170-15185.
- Yang, H. et al. 2023. Towards practical capture of high-fidelity relightable avatars. Presented at: ACM SIGGRAPH Asia 2023, Sydney, Australia, 12-15 December 2023SA Conference Papers ’23. ACM, (10.1145/3610548.3618138)
- Sun, J., Wu, T., Yang, Y., Lai, Y. and Gao, L. 2023. SOL-NeRF: Sunlight modeling for outdoor scene decomposition and relighting. Presented at: ACM SIGGRAPH Asia 2023, Sydney, Australia, 12-15 December 2023SA Conference Papers ’23. ACM, (10.1145/3610548.3618143)
2022
- Liu, J. et al. 2022. Geometry-guided dense perspective network for speech-driven facial animation. IEEE Transactions on Visualization and Computer Graphics 28(12), pp. 4873-4886. (10.1109/TVCG.2021.3107669)
- He, Y., Liu, Y., Jin, Y., Zhang, S., Lai, Y. and Hu, S. 2022. Context-consistent generation of indoor virtual environments based on geometry constraints. IEEE Transactions on Visualization and Computer Graphics 28(12), pp. 3986-3999. (10.1109/TVCG.2021.3111729)
- Bo, Q., Ma, W., Lai, Y. and Zha, H. 2022. All-higher-stages-in adaptive context aggregation for semantic edge detection. IEEE Transactions on Circuits and Systems for Video Technology 32(10), pp. 6778-6791. (10.1109/TCSVT.2022.3170048)
- Yang, X., Ji, Z., Wu, J. and Lai, Y. 2022. Abstract demonstrations and adaptive exploration for efficient and stable multi-step sparse reward reinforcement learning. Presented at: 27th IEEE International Conference on Automation and Computing (ICAC2022), Bristol, United Kingdom, 1-3 September 20222022 27th International Conference on Automation and Computing (ICAC). IEEE, (10.1109/ICAC55051.2022.9911100)
- Kong, M., Huo, J., Li, W., Wu, J., Lai, Y. and Gao, Y. 2022. Playing lottery tickets in style transfer models. Presented at: MM '22: The 30th ACM International Conference on Multimedia, 10-14 October 2022M4MM '22: Proceedings of the 1st International Workshop on Methodologies for Multimedia. New York, NY, USA: ACM pp. 15-23., (10.1145/3552487.3556440)
- Yi, R., Weng, Y., Yu, M., Lai, Y. and Liu, Y. 2022. Lesion region segmentation via weakly supervised learning. Quantitative Biology 10(3), pp. 239-252. (10.15302/J-QB-021-0272)
- Shu, Y. et al. 2022. GAN-based multi-style photo cartoonization. IEEE Transactions on Visualization and Computer Graphics 28(10), pp. 3376-3390. (10.1109/TVCG.2021.3067201)
- Tan, Q., Zhang, L., Yang, J., Lai, Y. and Gao, L. 2022. Mesh-based variational autoencoders for localized deformation component analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence 44(10), pp. 6297-6310. (10.1109/TPAMI.2021.3085887)
- Du, X. et al. 2022. An efficient LSTM network for emotion recognition from multichannel EEG signals. IEEE Transactions on Affective Computing 13(3), pp. 1528-1540. (10.1109/TAFFC.2020.3013711)
- Yang, X., Ji, Z., Wu, J., Lai, Y., Wei, C., Liu, G. and Setchi, R. 2022. Hierarchical reinforcement learning with universal policies for multi-step robotic manipulation. IEEE Transactions on Neural Networks and Learning Systems 33(9), pp. 4727-4741. (10.1109/TNNLS.2021.3059912)
- Rosin, P. L. et al. 2022. NPRportrait 1.0: A three-level benchmark for non-photorealistic rendering of portraits. Computational Visual Media 8, pp. 445-465. (10.1007/s41095-021-0255-3)
- Chen, S., Zhang, J., Zhao, Y., Rosin, P. L., Lai, Y. and Gao, L. 2022. A review of image and video colorization: From analogies to deep learning. Visual Informatics 6(3), pp. 51-68. (10.1016/j.visinf.2022.05.003)
- Zhao, H., Zhang, J., Lai, Y., Zheng, Z., Xie, Y., Liu, Y. and Li, K. 2022. High-fidelity human avatars from a single RGB camera. Presented at: 2022 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, LA, USA, 19-24 June 20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE:, (10.1109/CVPR52688.2022.01544)
- Yuan, Y., Sun, Y., Lai, Y., Ma, Y., Jai, R. and Gao, L. 2022. NeRF-editing: geometry editing of neural radiance fields. Presented at: 2022 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, LA, USA, 19-24 June 20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, (10.1109/CVPR52688.2022.01781)
- Qiao, F., Liu, Y., Lai, Y., Yang, J. and Li, K. 2022. FOF: Learning Fourier Occupancy Field for monocular real-time human reconstruction. Presented at: Thirty-Sixth Conference on Neural Information Processing Systems (NeurIPS), New Orleans, Louisana, USA, 28 Nov- 11 Dec 2022.
- Sun, Y., Fu, Q., Jiang, Y., Liu, Z., Lai, Y., Fu, H. and Gao, L. 2022. Human motion transfer with 3D constraints and detail enhancement. IEEE Transactions on Pattern Analysis and Machine Intelligence (10.1109/TPAMI.2022.3201904)
- Yi, R., Ye, Z., Fan, R., Shu, Y., Liu, Y., Lai, Y. and Rosin, P. L. 2022. Animating portrait line drawings from a single face photo and a speech signal. Presented at: ACM SIGGRAPH, Vancouver, Canada, 7 - 11 August 2022SIGGRAPH ’22 Conference Proceedings. ACM pp. 1-8., (10.1145/3528233.3530720)
- Liu, F., Chen, S., Lai, Y., Li, C., Jiang, Y., Fu, H. and Gao, L. 2022. DeepFaceVideoEditing: Sketch-based deep editing of face videos. ACM Transactions on Graphics 41(4), pp. 167:1-167:16. (10.1145/3528223.3530056)
- Zhou, F., Lai, Y., Rosin, P. L., Zhang, F. and Hu, Y. 2022. Scale-aware network with modality-awareness for RGB-D indoor semantic segmentation. Neurocomputing 492, pp. 464-473. (10.1016/j.neucom.2022.04.025)
- Tang, Y., Zhang, Y., Han, X., Zhang, F., Lai, Y. and Tong, R. 2022. 3D corrective nose reconstruction from a single image. Computational Visual Media 8(2), pp. 225-237. (10.1007/s41095-021-0237-5)
- Huang, Y., He, Y., Yuan, Y., Lai, Y. and Gao, L. 2022. StylizedNeRF: consistent 3D scene stylization as stylized NeRF via 2D-3D mutual learning. Presented at: 2022 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, LA, United States of America, 19-24 June 2022.
- Liu, F. et al. 2022. SketchMaker: Sketch extraction and reuse for interactive scene sketch composition. ACM Transactions on Interactive Intelligent Systems 12(3), pp. 1-26. (10.1145/3543956)
- Liu, F. et al. 2022. SceneSketcher-v2: Fine-grained scene-level sketch-based image retrieval using adaptive GCNs. IEEE Transactions on Image Processing 31, pp. 3737-3751. (10.1109/TIP.2022.3175403)
- Xu, T., Guo, Y., Li, Z., Yu, G., Lai, Y. and Zhang, S. 2022. TransLoc3D: Point cloud based large-scale place recognition using adaptive receptive fields. Communications in Information and Systems 23(1), pp. 57-83. (10.4310/CIS.2023.v23.n1.a3)
- Qiao, Y., Lai, Y., Fu, H. and Gao, L. 2022. Synthesizing mesh deformation sequences with bidirectional LSTM. IEEE Transactions on Visualization and Computer Graphics 28(4), pp. 1906-1916. (10.1109/TVCG.2020.3028961)
- George, D., Xie, X., Lai, Y. and Tam, G. K. 2022. A deep learning driven active framework for segmentation of large 3D shape collections. Computer-Aided Design 144, article number: 103179. (10.1016/j.cad.2021.103179)
- Wang, Z., Xie, Q., Lai, Y., Wu, J., Long, K. and Wang, J. 2022. MLVSNet: Multi-level Voting Siamese Network for 3D visual tracking. Presented at: CVF/IEEE International Conference on Computer Vision (ICCV 2021), Montreal, QC, Canada, 10-17 October 20212021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE pp. 3081-3090., (10.1109/ICCV48922.2021.00309)
- Lin, M., Yang, J., Wang, H., Lai, Y., Jia, R., Zhao, B. and Gao, L. 2022. Single image 3D shape retrieval viaCross-Modal instance and category contrastive learning. Presented at: CVF/IEEE International Conference on Computer Vision (ICCV 2021), Montreal, QC, Canada, 11-17 October 20212021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE pp. 11385-11395., (10.1109/ICCV48922.2021.01121)
- Qiao, Y., Gao, L., Yang, J., Rosin, P., Lai, Y. and Chen, X. 2022. Learning on 3D meshes with laplacian encoding and pooling. IEEE Transactions on Visualization and Computer Graphics 28(2), pp. 1317-1327. (10.1109/TVCG.2020.3014449)
- Maher, K. et al. 2022. E-ffective: a visual analytic system for exploring the emotion andeffectiveness of inspirational speeches. IEEE Transactions on Visualization and Computer Graphics 28(1), pp. 508-517. (10.1109/TVCG.2021.3114789)
- Liang, Y., Wu, J., Lai, Y. and Qin, Y. 2022. Exploring and exploiting hubness priors for high-quality GAN latent sampling. Presented at: The 39th International Conference on Machine Learning (ICML 2022), Baltimore, Maryland USA, 17-23 July 2022, Vol. 162.
- Alfarasani, D. A., Sweetman, T., Lai, Y. and Rosin, P. L. 2022. Learning to predict 3D Mesh saliency. Presented at: International Conference on Pattern Recognition, Montreal, Canada, 21-25 August 2022.
- Cui, H., Yang, J., Lai, Y. and Li, K. 2022. Monocular 3D face reconstruction with joint 2D and 3D constraints. Presented at: CAAI International Conference on Artificial Intelligence, Beijing, China, 27-28 August, 2022.
2021
- Geo, L., Wu, T., Yuan, Y., Lin, M., Lai, Y. and Zhang, H. 2021. TM-NET: Deep generative networks for textured meshes. ACM Transactions on Graphics 40(6), article number: 263. (10.1145/3478513.3480503)
- Dongyu, S., Lai, Y., Gaoxiong, Y. and Kun, X. 2021. Hierarchical layout-aware graph convolutional network for unified aesthetics assessment. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition, Virtual/10.1109/CVPR46437.2021.00837, 20-25 June 20212021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, (10.1109/CVPR46437.2021.00837)
- Zhang, J., Li, K., Lai, Y. and Yang, J. 2021. PISE: person image synthesis and editing with decoupled GAN. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition, Virtual, 19-25 June 20212021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
- Yang, X., Ji, Z., Wu, J. and Lai, Y. 2021. An open-source multi-goal reinforcement learning environment for robotic manipulation with Pybullet. Presented at: 21st Towards Autonomous Robotic Systems Conference (TAROS 2021), Virtual, 8-10 September 2021 Presented at Fox, C. et al. eds.Towards Autonomous Robotic Systems. TAROS 2021. Lecture Notes in Computer Science Springer pp. 14-24.
- Hou, H., Huo, J., Wu, J., Lai, Y. and Gao, Y. 2021. MW-GAN: Multi-warping GAN for caricature generation with multi-style geometric exaggeration. IEEE Transactions on Image Processing 30, pp. 8644-8657. (10.1109/TIP.2021.3118984)
- Yi, R., Xia, M., Liu, Y., Lai, Y. and Rosin, P. L. 2021. Line drawings for face portraits from photos using global and local structure based GANs. IEEE Transactions on Pattern Analysis and Machine Intelligence 43(10), pp. 3462-3475. (10.1109/TPAMI.2020.2987931)
- Yi, R., Ye, Z., Zhao, W., Yu, M., Lai, Y. and Liu, Y. 2021. Feature-aware uniform tessellations on video manifold for content-sensitive supervoxels. IEEE Transactions on Pattern Analysis and Machine Intelligence 43(9), pp. 3183-3195. (10.1109/TPAMI.2020.2979714)
- Chen, S., Liu, F., Lai, Y., Rosin, P. L., Li, C., Fu, H. and Gao, L. 2021. DeepFaceEditing: deep face generation and editing with disentangled geometry and appearance control. ACM Transactions on Graphics 40(4), article number: 90. (10.1145/3450626.3459760)
- Liu, Z. et al. 2021. Knitting 4D garments with elasticity controlled for body motion. ACM Transactions on Graphics 40(4), article number: 62. (10.1145/3450626.3459868)
- Cai, J., Mu, T., Lai, Y. and Hu, S. 2021. LinkNet: 2D-3D linked multi-modal network for online semantic segmentation of RGB-D videos. Computers and Graphics 98, pp. 37-47. (10.1016/j.cag.2021.04.013)
- Xie, Q., Lai, Y., Wu, J., Wang, Z., Lu, D., Wei, M. and Wang, J. 2021. VENet: Voting Enhancement Network for 3D object detection. Presented at: CVF/IEEE International Conference on Computer Vision (ICCV 2021), Virtual, 11-17 October 2021.
- Huo, J., Jin, S., Li, W., Wu, J., Lai, Y., Shi, Y. and Gao, Y. 2021. Manifold alignment for semantically aligned style transfer. Presented at: CVF/IEEE International Conference on Computer Vision (ICCV 2021), Virtual, 11-17 October 2021.
- Wu, X., Chang, J., Lai, Y., Yang, J. and Tian, Q. 2021. BiSPL: Bidirectional Self-Paced Learning for recognition from web data. IEEE Transactions on Image Processing 30, pp. 6512 - 6527. (10.1109/TIP.2021.3094744)
- Zhang, Y., Lai, Y. and Zhang, F. 2021. Content-preserving image stitching with piecewise rectangular boundary constraints. IEEE Transactions on Visualization and Computer Graphics 27(7), pp. 3198-3212. (10.1109/TVCG.2020.2965097)
- Xie, Q., Lai, Y., Wu, J., Wang, Z., Zhang, Y., Xu, K. and Wang, J. 2021. Vote-based 3D object detection with context modeling and SOB-3DNMS. International Journal of Computer Vision 129, pp. 1857-1874. (10.1007/s11263-021-01456-w)
- Yuan, Y., Lai, Y., Wu, T., Gao, L. and Liu, L. 2021. A revisit of shape editing techniques: from the geometric to the neural viewpoint. Journal of Computer Science and Technology 36(3), pp. 520-554. (10.1007/s11390-021-1414-9)
- Gao, L., Zhang, L., Meng, H., Ren, Y., Lai, Y. and Kobbelt, L. 2021. PRS-Net: planar reflective symmetry detection net for 3D models. IEEE Transactions on Visualization and Computer Graphics 27(6), pp. 3007-3018. (10.1109/TVCG.2020.3003823)
- Yang, L., Wu, J., Huo, J., Lai, Y. and Gao, Y. 2021. Learning 3D face reconstruction from a single sketch. Graphical Models 115, article number: 101102. (10.1016/j.gmod.2021.101102)
- Zhang, Y., Zhang, F., Lai, Y. and Zhu, Z. 2021. Efficient propagation of sparse edits on 360 panoramas. Computers and Graphics 96, pp. 61-70. (10.1016/j.cag.2021.03.005)
- Eslambolchilar, P., Margrain, T., Htike, H. M. and Lai, Y. 2021. Augmented reality glasses as a mobility aid for people with low vision: a feasibility study of experiences and requirements. Presented at: ACM CHI Conference on Human Factors in Computing Systems, Yokohama, Japan, 8-13 May 2021CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. ACM pp. 729., (10.1145/3411764.3445327)
- Chen, L., Li, Y., Du, H. and Lai, Y. 2021. Solar radiation nowcasting through advanced CNN model integrated with ResNet structure. Presented at: Building Simulation 2021, Bruges, Belgium, 1-3 September 2021Proceedings 17th International Conference of the International Building Performance Simulation Association (Building Simulation 2021). International Building Performance Simulation Association
- Zhang, S., Han, Z., Lai, Y., Zwicker, M. and Zhang, H. 2021. Active arrangement of small objects in 3D indoor scenes. IEEE Transactions on Visualization and Computer Graphics 27(4), pp. 2250-2264. (10.1109/TVCG.2019.2949295)
- Huang, J., Yang, S., Zhao, Z., Lai, Y. and Hu, S. 2021. ClusterSLAM: A SLAM backend for simultaneous rigid body clustering and motion estimation. Computational Visual Media 7, pp. 87-101. (10.1007/s41095-020-0195-3)
- Liu, Y., Li, B. and Lai, Y. 2021. Sparse MDMO: learning a discriminative feature for micro-expression recognition. IEEE Transactions on Affective Computing 12(1), pp. 254-261. (10.1109/TAFFC.2018.2854166)
- Gao, L., Lai, Y., Yang, J., Zhang, L., Xia, S. and Kobbelt, L. 2021. Sparse data driven mesh deformation. IEEE Transactions on Visualization and Computer Graphics 27(3), pp. 2085-2100. (10.1109/TVCG.2019.2941200)
- Jiang, Z., Yue, H., Lai, Y., Yang, J., Hou, Y. and Hou, C. 2021. Deep edge map guided depth super resolution. Signal Processing: Image Communication 90, article number: 116040. (10.1016/j.image.2020.116040)
- Yao, X., Zhao, S., Lai, Y., She, D., Liang, J. and Yang, J. 2021. APSE: Attention-aware polarity-sensitive embedding for emotion-based image retrieval. IEEE Transactions on Multimedia 23, pp. 4469-4482. (10.1109/TMM.2020.3042664)
- Li, K. et al. 2021. Image-guided human reconstruction via multi-scale graph transformation networks. IEEE Transactions on Image Processing 30, pp. 5239-5251. (10.1109/TIP.2021.3080177)
2020
- Dyke, R. M. et al. 2020. SHREC'20: Shape correspondence with non-isometric deformations. Computers and Graphics 92, pp. 28-43. (10.1016/j.cag.2020.08.008)
- Langenfeld, F. et al. 2020. SHREC2020 track: multi-domain protein shape retrieval challenge. Computers and Graphics 91, pp. 189-198. (10.1016/j.cag.2020.07.013)
- Xu, S. and Lai, Y. 2020. Simultaneous multi-attribute image-to-image translation using parallel latent transform networks. Computer Graphics Forum 39(7), pp. 531-542. (10.1111/cgf.14165)
- Li, K., Zhang, J., Liu, Y., Lai, Y. and Dai, Q. 2020. PoNA: Pose-guided non-local attention for human pose transfer. IEEE Transactions on Image Processing 29, pp. 9584-9599. (10.1109/TIP.2020.3029455)
- Cui, M., Lu, S., Miao, W., Yang, Y., Lai, Y. and Rosin, P. 2020. 3D computational modeling and perceptual analysis of kinetic depth effects. Computational Visual Media 6, pp. 265-277. (10.1007/s41095-020-0180-x)
- Htike, H. M., Margrain, T. H., Lai, Y. and Eslambolchilar, P. 2020. Ability of head-mounted display technology to improve mobility in people with low vision: a systematic review. Translational Vision Science & Technology 9(10), article number: 26. (10.1167/tvst.9.10.26)
- Xie, Q., Lai, Y., Wu, J., Wang, Z., Zhang, Y., Xu, K. and Wang, J. 2020. MLCVNet: multi-level context VoteNet for 3D object detection. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition, Seattle, WA, USA, 13-19 June 20202020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE pp. 10444-10453., (10.1109/CVPR42600.2020.01046)
- Zhao, H., Rosin, P. L., Lai, Y. and Wang, Y. 2020. Automatic semantic style transfer using deep convolutional neural networks and soft masks. Visual Computer 36, pp. 1307-1324. (10.1007/s00371-019-01726-2)
- Yang, S., Li, B., Cao, Y., Fu, H., Lai, Y., Kobbelt, L. and Hu, S. 2020. Noise-resilient reconstruction of panoramas and 3D scenes using robot-mounted unsynchronized commodity RGB-D cameras. ACM Transactions on Graphics 39(5), article number: 152. (10.1145/3389412)
- Hu, S., Cai, J. and Lai, Y. 2020. Semantic labeling and instance segmentation of 3D point clouds using patch context analysis and multiscale processing. IEEE Transactions on Visualization and Computer Graphics 26(7), pp. 2485-2498. (10.1109/TVCG.2018.2889944)
- Liu, Y., Han, Y., Ye, Z. and Lai, Y. 2020. Ranking-preserving cross-source learning for image retargeting quality assessment. IEEE Transactions on Pattern Analysis and Machine Intelligence 42(7), pp. 1798-1805. (10.1109/TPAMI.2019.2923998)
- Yang, J., Guo, X., Li, K., Wang, M., Lai, Y. and Wu, F. 2020. Spatio-temporal reconstruction for 3D motion recovery. IEEE Transactions on Circuits and Systems for Video Technology 30(6), pp. 1583 -1596. (10.1109/TCSVT.2019.2907324)
- Zhao, H., Rosin, P., Lai, Y., Zheng, J. and Wang, Y. 2020. Adaptive gradient-based block compressive sensing with sparsity for noisy images. Multimedia Tools and Applications 79, pp. 14825-14847. (10.1007/s11042-019-7647-8)
- Xiao, Y., Lai, Y., Zhang, F., Li, C. and Gao, L. 2020. A survey on deep geometry learning: from a representation perspective. Computational Visual Media 6(2), pp. 113-133. (10.1007/s41095-020-0174-8)
- Dongyu, S., Jufeng, Y., Ming-Ming, C., Lai, Y., Rosin, P. and Liang, W. 2020. WSCNet: Weakly Supervised Coupled Networks for Visual Sentiment Classification and Detection. IEEE Transactions on Multimedia 22(5), pp. 1358-1371. (10.1109/TMM.2019.2939744)
- Zhang, J., Li, C., Song, Q., Gao, L. and Lai, Y. 2020. Automatic 3D tooth segmentation using convolutional neural networks in harmonic parameter space. Graphical Models 109, article number: 101071. (10.1016/j.gmod.2020.101071)
- Bo, L., Lai, Y. and Rosin, P. L. 2020. Sparse graph regularized mesh color edit propagation. IEEE Transactions on Image Processing 29, pp. 5408-5419. (10.1109/TIP.2020.2980962)
- Yi, R., Liu, Y., Lai, Y. and Rosin, P. L. 2020. Unpaired portrait drawing generation via asymmetric cycle mapping. Presented at: Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Washington, USA, 16-18 June 2020.
- Yang, J. et al. 2020. Learning to reconstruct and understand indoor scenes from sparse views. IEEE Transactions on Image Processing 29, pp. 5753 -5766. (10.1109/TIP.2020.2986712)
- Yuan, Y., Lai, Y., Yang, J., Duan, Q., Fu, H. and Gao, L. 2020. Mesh variational autoencoders with edge contraction pooling. Presented at: CVPR Workshop on Learning 3D Generative Models, Seattle, WA, USA, 14 June 2020.
- Liu, F. et al. 2020. SceneSketcher: fine-grained image retrieval with scene sketches. Presented at: 2020 European Conference on Computer Vision (ECCV), Glasgow, Scotland, 23-28 August 2020.
- Dyke, R. M. et al. 2020. SHREC'20: Non-rigid shape correspondence of physically-based deformations. Presented at: Eurographics Workshop on 3D Object Retrieval, Graz, Austria, 4-5 September 2020.
2019
- Gao, L., Yang, J., Wu, T., Yuan, Y., Fu, H., Lai, Y. and Zhang, H. 2019. SDM-NET: deep generative network for structured deformable mesh. ACM Transactions on Graphics 38(6), article number: 243. (10.1145/3355089.3356488)
- Li, K., Liu, J., Lai, Y. and Yang, J. 2019. Generating 3D faces using multi-column graph convolutional networks. Computer Graphics Forum 38(7), pp. 215-224.
- Yang, J., Guo, D., Li, K., Wu, Z. and Lai, Y. 2019. Global 3D non-rigid registration of deformable objects using a single RGB-D camera. IEEE Transactions on Image Processing 28(10), pp. 4746 -4761. (10.1109/TIP.2019.2909197)
- Li, B., Lai, Y., John, M. and Rosin, P. L. 2019. Automatic example-based image colorization using location-aware cross-scale matching. IEEE Transactions on Image Processing 28(9), pp. 4606-4619. (10.1109/TIP.2019.2912291)
- Cheng, M., Liu, X., Wang, J., Lu, S., Lai, Y. and Rosin, P. 2019. Structure-preserving neural style transfer. IEEE Transactions on Image Processing 29, pp. 909-920.
- Yang, S., Li, B., Liu, M., Lai, Y., Kobbelt, L. and Hu, S. 2019. HeteroFusion: Dense scene reconstruction integrating multi-sensors. IEEE Transactions on Visualization and Computer Graphics 28(3), pp. 181-197. (10.1109/TVCG.2019.2919619)
- Cai, J., Ma, T., Lai, Y. and Hu, S. 2019. Deep point-based scene labeling with depth mapping and geometric patch feature encoding. Graphical Models 104, article number: 101033. (10.1016/j.gmod.2019.101033)
- Yuan, Y., Lai, Y., Wu, T., Xia, S. and Gao, L. 2019. Data-driven weight optimization for real-time mesh deformation. Graphical Models 104, article number: 101037. (10.1016/j.gmod.2019.101037)
- Krumhuber, E. G., Lai, Y., Rosin, P. and Hugenberg, K. 2019. When facial expressions do and do not signal minds: the role of face inversion, expression dynamism, and emotion type. Emotion 19(4), pp. 746-750. (10.1037/emo0000475)
- Zhao, H., Rosin, P. and Lai, Y. 2019. Block compressive sensing for solder joint images with wavelet packet thresholding. IEEE Transactions on Components and Packaging Technologies 9(6), pp. 1190-1199. (10.1109/TCPMT.2019.2907106)
- Zhang, Y., Lai, Y. and Zhang, F. 2019. Stereoscopic image stitching with rectangular boundaries. Visual Computer 35(6-8), pp. 823-835. (10.1007/s00371-019-01694-7)
- Zhang, S., Han, Z., Lai, Y., Zwicker, M. and Zhang, H. 2019. Stylistic scene enhancement GAN: Mixed stylistic enhancement generation for 3D indoor scenes. Visual Computer 35(6), pp. 1157-1169. (10.1007/s00371-019-01691-w)
- Yang, S., Kuang, Z., Cao, Y., Lai, Y. and Hu, S. 2019. Probabilistic projective association and semantic guided relocalization for dense reconstruction. Presented at: IEEE International Conference on Robotics and Automation (ICRA), Montreal, Canada, 20-24 May 2019.
- Dyke, R., Lai, Y., Rosin, P. and L., T. 2019. Non-rigid registration under anisotropic deformations. Computer Aided Geometric Design 71, pp. 142-156. (10.1016/j.cagd.2019.04.014)
- Wang, T., George, D., Lai, Y., Xie, X. and Tam, G. K. 2019. Consistent segment-wise matching with multi-layer graphs. Computer Aided Geometric Design 70, pp. 31-45. (10.1016/j.cagd.2019.04.003)
- Dyke, R., Stride, C., Lai, Y. and Rosin, P. 2019. SHREC-19: Shape correspondence with isometric and non-isometric deformations. Presented at: Eurographics Workshop on 3D Object Retrieval, Genova, Italy, 5-6 May 2019.
- Wu, X., Zhan, C., Lai, Y., Ming-Ming, C. and Yang, J. 2019. IP102: A large-scale benchmark dataset for insect pest recognition. Presented at: CVPR 2019, Long Beach, CA, USA, 16-20 June 2019.
- Yuan, C., Li, K., Lai, Y. and Yang, J. 2019. 3D face representation and reconstruction with multi-scale graph convolutional autoencoders. Presented at: IIEEE International Conference on Multimedia and Expo (ICME) 2019, Shanghai, China, 8-12 July 2019.
- Wu, Z., Li, K., Lai, Y. and Yang, J. 2019. Global as-conformal-as-possible non-rigid registration of multi-view scans. Presented at: IEEE International Conference on Multimedia and Expo, Shanghai, China, 8-12 July 2019.
- Liu, Y., Lai, Y., Wang, Z. and Yan, H. 2019. A new learning approach to malware classification using discriminative feature extraction. IEEE Access 7, pp. 13015-13023. (10.1109/ACCESS.2019.2892500)
- Yi, R., Liu, Y., Lai, Y. and Rosin, P. 2019. APDrawingGAN: Generating artistic portrait drawings from face photos with hierarchical GANs. Presented at: CVPR 2019, Long Beach, California, USA, 16-20 June 2019.
- Liu, F., Deng, X., Lai, Y., Liu, Y., Ma, C. and Wang, H. 2019. SketchGAN: Joint sketch completion and recognition with generative adversarial network. Presented at: CVPR, Long Beach, California, USA, 16-20 June 2019.
- Wang, T., Vladimirov, K., Goh, S., Lai, Y., Xie, X. and Tam, G. K. L. 2019. Robust and flexible puzzle solving with corner-based cycle consistent correspondences. Presented at: EG UK Computer Graphics & Visual Computing, Bangor, UK, 12-13 September 2019 Presented at Tam, G. K. L. and Roberts, J. C. eds.EG UK Computer Graphics & Visual Computing. The Eurographics Association
- Meng, H., Gao, L., Lai, Y. and Manocha, D. 2019. VV-NET: Voxel VAE Net with group convolutions for point cloud segmentation. Presented at: IEEE International Conference on Computer Vision (ICCV), Seoul, Korea, 27 October - 2 November 2019.
- Huang, J., Yang, S., Zhao, Z., Lai, Y. and Hu, S. 2019. ClusterSLAM: A SLAM backend for simultaneous rigid body clustering and motion estimation. Presented at: IEEE International Conference on Computer Vision (ICCV), Seoul, Korea, 27 October - 2 November 20192019 IEEE/CVF International Conference on Computer Vision (ICCV) Proceedings. IEEE, (10.1109/ICCV.2019.00597)
- Wu, X., Wen, N., Liang, J., Lai, Y., She, D., Cheng, M. and Yang, J. 2019. Joint acne image grading and counting via label distribution learning. Presented at: IEEE International Conference on Computer Vision (ICCV), Seoul, Korea, 27 October - 2 November 2019.
- Yao, X., She, D., Zhao, S., Liang, J., Lai, Y. and Yang, J. 2019. Attention-aware polarity sensitive embedding for affective image retrieval. Presented at: IEEE International Conference on Computer Vision (ICCV), Seoul, Korea, 27 October - 2 November 2019.
2018
- Gao, L., Yang, J., Qiao, Y., Lai, Y., Rosin, P. L., Xu, W. and Xia, S. 2018. Automatic unpaired shape deformation transfer. ACM Transactions on Graphics 37(6), article number: 237. (10.1145/3272127.3275028)
- Jufeng, Y., Dongyu, S., Lai, Y., Rosin, P. and Ming-Hsuan, Y. 2018. Weakly supervised coupled networks for visual sentiment analysis. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Lake Salt City, UT, USA, 18-22 Jun 2018IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops.
- Lai, Y., Echavaarria, K., Song, R. and Rosin, P. 2018. An image-based approach for detecting faces carved in heritage monuments. Presented at: EUROGRAPHICS Workshop on Graphics and Cultural Heritage, Vienna, Austria, 12-15 Nov 2018Eurographics Workshop on Graphics and Cultural Heritage. The Eurographics Association pp. 215-219.
- Han, Y., Li, B., Lai, Y. and Liu, Y. 2018. CFD: a collaborative feature difference method for spontaneous micro-expression spotting. Presented at: IEEE International Conference on Image Processing, Athens, Greece, 7-10 October 20182018 25th IEEE International Conference on Image Processing (ICIP). IEEE pp. 1942-1946., (10.1109/ICIP.2018.8451065)
- Yi, R., Yong-Jin, L. and Lai, Y. 2018. Evaluation on the compactness of supervoxels. Presented at: IEEE International Conference on Image Processing, Athens, Greece, 7-10 October 20182018 25th IEEE International Conference on Image Processing (ICIP). IEEE, (10.1109/ICIP.2018.8451659)
- Rosin, P., Lai, Y., Liu, C., Davis, G., Mills, D., Tuson, G. and Russell, Y. 2018. Virtual recovery of content from x-ray micro-tomography scans of damaged historic scrolls. Scientific Reports 8, article number: 11901. (10.1038/s41598-018-29037-x)
- Qiao, Y., Gao, L., Lai, Y., Zhang, F., Yuan, M. and Xia, S. 2018. SF-Net: Learning scene flow from RGB-D images with CNNs. Presented at: 29th British Machine Vision Conference (BMVC), Newcastle, UK, 3-6 September 2018.
- Wan, L., Xiao, Y., Dou, N., Leung, C. and Lai, Y. 2018. Scribble-based gradient mesh recoloring. Multimedia Tools and Applications 77(11), pp. 13753-13771. (10.1007/s11042-017-4987-0)
- Liang, Y., Xu, F., Zhang, S., Lai, Y. and Mu, T. 2018. Knowledge graph construction with structure and parameter learning for indoor scene design. Computational Visual Media 4(2), pp. 123-137. (10.1007/s41095-018-0110-3)
- Yang, J., Gao, L., Lai, Y., Rosin, P. and Xia, S. 2018. Biharmonic deformation transfer with automatic key point selection. Graphical Models 98, pp. 1-13. (10.1016/j.gmod.2018.05.003)
- Li, K., Yang, J., Lai, Y. and Guo, D. 2018. Robust non-rigid registration with reweighted position and transformation sparsity. IEEE Transactions on Visualization and Computer Graphics 25(6), pp. 2255-2269. (10.1109/TVCG.2018.2832136)
- Liu, C., Rosin, P. L., Lai, Y. and Hu, W. 2018. Robust virtual unrolling of historical parchment XMT images. IEEE Transactions on Image Processing 27(4), pp. 1914-1926. (10.1109/TIP.2017.2783626)
- Chen, Y., Lai, Y. and Liu, Y. 2018. CartoonGAN: generative adversarial networks for photo cartoonization. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Lake Salt City, USA, 18-22 Jun 2018.
- Chen, S., Gao, L., Lai, Y., Rosin, P. and Xia, S. 2018. Real-time 3D face reconstruction and gaze tracking for virtual reality. Presented at: IEEE Conference on Virtual Reality and 3D User Interfaces, Reutlingen, Germany, 18-22 March 2018. pp. -.
- Yi, R., Liu, Y. and Lai, Y. 2018. Content-sensitive Supervoxels via uniform tessellations on video manifolds. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Lake Salt City, USA, 18-22 June 2018.
- Wu, Q., Zhang, J., Lai, Y., Zheng, J. and Cai, J. 2018. Alive caricature from 2D to 3D. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Lake Salt City, USA, 18-22 Jun 2018.
- Tan, Q., Gao, L., Lai, Y. and Xia, S. 2018. Variational autoencoders for deforming 3D mesh models. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Lake Salt City, USA, 18-22 Jun 2018.
- Langenfeld, F. et al. 2018. SHREC 2018 - Protein Shape Retrieval. Presented at: EG workshop 3D Object Retrieval, Delft, the Netherlands, 16 April 2018.
- Wang, T., George, D., Lai, Y., Xie, X. and Tam, G. K. 2018. Consistent segment-wise matching with multi-layer graphs. Presented at: EG UK Computer Graphics & Visual Computing, Swansea, UK, 13-14 September 2018.
2017
- Gao, L., Chen, S., Lai, Y. and Xia, S. 2017. Data-driven shape interpolation and morphing editing. Computer Graphics Forum 36(8), pp. 19-31. (10.1111/cgf.12991)
- Bo, L., Lai, Y. and Rosin, P. L. 2017. Example-based image colorization via automatic feature selection and fusion. Neurocomputing 266, pp. 687-698. (10.1016/j.neucom.2017.05.083)
- Li, B., Zhao, F., Su, Z., Liang, X., Lai, Y. and Rosin, P. L. 2017. Example-based image colorization using locality consistent sparse representation. IEEE Transactions on Image Processing 26(11), pp. 516-525. (10.1109/TIP.2017.2732239)
- Li, B., Liu, R., Cao, J., Zhang, J., Lai, Y. and Liu, X. 2017. Online low-rank representation learning for joint multi-subspace recovery and clustering. IEEE Transactions on Image Processing 27(1), pp. 335-348. (10.1109/TIP.2017.2760510)
- Guo, D., Li, K., Lai, Y. and Yang, J. 2017. Global alignment of deformable objects captured by a single RGB-D camera. Presented at: IEEE International Conference on Multimedia and Expo (ICME), Hong Kong, China, 10-14 July 20172017 IEEE International Conference on Multimedia and Expo (ICME). IEEE pp. 1554-1559., (10.1109/ICME.2017.8019318)
- Li, K., Wang, M., Lai, Y., Yang, J. and Wu, F. 2017. 3-D motion recovery via low rank matrix restoration on articulation graphs. Presented at: IEEE International Conference on Multimedia and Expo (ICME), Hong Kong, China, 10-14 July 20172017 IEEE International Conference on Multimedia and Expo (ICME). IEEE pp. 721-726., (10.1109/ICME.2017.8019486)
- Xia, S., Gao, L., Lai, Y., Yuan, M. and Chai, J. 2017. A survey on human performance capture and animation. Journal of Computer Science and Technology 32(3), pp. 536-554. (10.1007/s11390-017-1742-y)
- Abdulmunem, A., Lai, Y. and Sun, X. 2017. 3D GLOH features for human action recognition. Presented at: International Conference on Pattern Recognition, Cancun, Mexico, 4-8 December 20162016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, New Jersey: IEEE pp. 805-810., (10.1109/ICPR.2016.7899734)
- Yan, B., Wang, Z., Parker, A., Lai, Y., Thomas, J. P., Yue, L. and Monks, J. N. 2017. Superlensing microscope objective lens. Applied Optics 56(11), pp. 3142-3147. (10.1364/AO.56.003142)
- Yang, C., Yong-Jin, L. and Lai, Y. 2017. Learning to rank retargeted images. Presented at: IEEE Conference on Computer Vision and Pattern Recognition, Honolulu, Hawaii, USA, 21-26 July 2017.
- Chen, S., Gao, L., Lai, Y. and Xia, S. 2017. Rigidity controllable as-rigid-as-possible shape deformations. Graphical Models 91, pp. 13-21. (10.1016/j.gmod.2017.02.005)
- Wang, M., Li, K., Wu, F., Lai, Y. and Jingyu, Y. 2017. 3-D motion recovery via low rank matrix analysis. Presented at: IEEE International Conference on Visual Communications and Image Processing (VCIP), Chengdu, China, 27-30 November 20162016 Visual Communications and Image Processing (VCIP). IEEE pp. 1-4., (10.1109/VCIP.2016.7805473)
- Chen, Y., Lai, Y. and Liu, Y. 2017. Transforming photos to comics using convolutional neural networks. Presented at: IEEE International Conference on Image Processing (ICIP), Beijing, China, 17-20 Sep 2017.
- Rosin, P. and Lai, Y. 2017. Watercolour rendering of portraits. Presented at: PSIVT Vision meets Graphics 2017, Wuhan, China, 21 November 2017.
- Tan, Q., Gao, L., Lai, Y., Yang, J. and Xia, S. 2017. Mesh-based autoencoders for localized deformation component analysis. Presented at: AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, USA, 2-7 February 2018.
- Yang, J., She, D., Lai, Y. and Yang, M. 2017. Retrieving and classifying affective Images via deep metric learning. Presented at: AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, USA, 2-7 February 2018.
2016
- Shuai, L., Lai, Y., Martin, R. R., Shiyao, J. and Zhiquan, C. 2016. Color-aware surface registration. Computers and Graphics 58, pp. 31-42.
- Gao, L., Lai, Y., Liang, D., Chen, S. and Xia, S. 2016. Efficient and flexible deformation representation for data-driven surface modeling. ACM Transactions on Graphics 35(5), article number: 158. (10.1145/2908736)
- Lin, S., Chen, Y., Lai, Y., Martin, R. R. and Cheng, Z. 2016. Fast capture of textured full-body avatar with RGB-D cameras. Visual Computer 32(6-8), pp. 681-691. (10.1007/s00371-016-1245-9)
- Li, K. et al. 2016. SPA: Sparse Photorealistic Animation using a single RGB-D camera. IEEE Transactions on Circuits and Systems for Video Technology 27(4), pp. 771-783. (10.1109/TCSVT.2016.2556419)
- Abdulmunem, A., Lai, Y. and Sun, X. 2016. Saliency guided local and global descriptors for effective action recognition. Computational Visual Media 2(1), pp. 97-106. (10.1007/s41095-016-0033-9)
- Anuar, F. M., Setchi, R. and Lai, Y. 2016. Semantic retrieval of trademarks based on conceptual similarity. IEEE Transactions on Systems Man and Cybernetics: Systems 46(2), pp. 220-233. (10.1109/TSMC.2015.2421878)
- Liu, C., Rosin, P. L., Lai, Y., Davis, G. R., Mills, D. and Norton, C. 2016. Recovering historical film footage by processing microtomographic images. Presented at: EuroMed 2016: Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection, Nicosia, Cyprus, 31 October -5 November 2016 Presented at Ioannides, M. et al. eds.6th International Conference, EuroMed 2016, Nicosia, Cyprus, October 31 – November 5, 2016, Proceedings, Part I. Lecture Notes in Computer Science Springer Verlag pp. 219-231., (10.1007/978-3-319-48496-9_18)
2015
- Gao, L., Cao, Y., Lai, Y., Huang, H., Kobbelt, L. and Hu, S. 2015. Active exploration of large 3D model repositories. IEEE Transactions on Visualization and Computer Graphics, pp. 1390-1402. (10.1109/TVCG.2014.2369039)
- Liu, C., Rosin, P. L., Lai, Y. and Hu, W. 2015. Robust segmentation of historical parchment XMT images for virtual unrolling. Presented at: Digital Heritage, Granada, Spain, 28 Sep - 2 Oct 2015.
- Xiao, Y., Wan, L., Leung, C. S., Lai, Y. and Wong, T. 2015. Optimization-based gradient mesh colour transfer. Computer Graphics Forum 34(6), pp. 123-134. (10.1111/cgf.12524)
- Rosin, P. and Lai, Y. 2015. Non-photorealistic rendering of portraits. Presented at: Expressive 2015: The Joint Symposium on Computational Aesthetics and Sketch-Based Interfaces and Modeling and Non-Photorealistic Animation and Rendering, Istanbul, Turkey, 20-22 June 2015.
- Yang, J., Li, K., Li, K. and Lai, Y. 2015. Sparse non-rigid registration of 3D shapes. Computer Graphics Forum 34(5), pp. 89-99. (10.1111/cgf.12699)
- Chen, K., Lai, Y. and Hu, S. 2015. 3D indoor scene modeling from RGB-D data: a survey. Computational Visual Media 1(4), pp. 267-278. (10.1007/s41095-015-0029-x)
2014
- Chen, K., Lai, Y., Wu, Y., Martin, R. and Hu, S. 2014. Automatic semantic modeling of indoor scenes from low-quality RGB-D data using contextual information. ACM Transactions on Graphics 33(6), article number: 208. (10.1145/2661229.2661239)
- Wang, M., Lai, Y., Liang, Y., Martin, R. R. and Hu, S. 2014. Biggerpicture: data-driven image extrapolation using graph matching. ACM Transactions on Graphics 33(6), article number: 173. (10.1145/2661229.2661278)
- Mills, D., Davis, G. R., Lai, Y. and Rosin, P. L. 2014. Apocalypto: revealing lost text with XMT. Presented at: Developments in X-Ray Tomography IX, San Diego, California, August 17, 2014Proc. SPIE 9212,, Vol. 9212. Developments in X-Ray Tomography Vol. IX. San Diego, California: SPIE pp. 921210., (10.1117/12.2061956)
- Wu, J., Martin, R. R., Rosin, P. L., Sun, X., Lai, Y., Liu, Y. -. H. and Wallraven, C. 2014. Use of non-photorealistic rendering and photometric stereo in making bas-reliefs from photographs. Graphical Models 76(4), pp. 202-213. (10.1016/j.gmod.2014.02.002)
- Huang, S., Zhang, G., Lai, Y., Kopf, J., Cohen-Or, D. and Hu, S. 2014. Parametric meta-filter modeling from a single example pair. The Visual Computer 30(6-8), pp. 673-684. (10.1007/s00371-014-0973-y)
- Lai, Y. and Rosin, P. L. 2014. Efficient circular thresholding. IEEE Transactions on Image Processing 23(3), pp. 992-1001. (10.1109/TIP.2013.2297014)
- Tam, G. K. L., Martin, R. R., Rosin, P. L. and Lai, Y. 2014. Diffusion pruning for rapidly and robustly selecting global correspondences using local isometry. ACM Transactions on Graphics 33(1), article number: 4. (10.1145/2517967)
- Samko, O., Lai, Y., Marshall, D. and Rosin, P. L. 2014. Virtual unrolling and information recovery from scanned scrolled historical documents. Pattern Recognition 47(1), pp. 248-259. (10.1016/j.patcog.2013.06.015)
- Mohd Anuar, F., Setchi, R. and Lai, Y. 2014. Trademark retrieval based on phonetic similarity. Presented at: 2014 IEEE International Conference on Systems, Man and Cybernetics (SMC), San Diego, CA, 5-8 October, 20152014 IEEE International Conference on Systems, Man and Cybernetics (SMC). IEEE pp. 1642-1647., (10.1109/SMC.2014.6974151)
- Tam, G. K., Martin, R. R., Rosin, P. L. and Lai, Y. 2014. An efficient approach to correspondences between multiple non-rigid parts. Computer graphics forum 33(5), pp. 137-146. (10.1111/cgf.12439)
2013
- Lai, Y. and Rosin, P. L. 2013. Artistic rendering enhancing global structure. The Visual Computer 30(10), pp. 1179-1193. (10.1007/s00371-013-0898-x)
- Mohd Anuar, F., Setchi, R. and Lai, Y. 2013. A conceptual model of a trademark retrieval system based on conceptual similarities. Presented at: 17th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Kitakyushu, Japan, 9 -12 September 201317th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems: Invited Session Proceedings. pp. 300-309.
- Quinn, J. A., Langbein, F. C., Lai, Y. and Martin, R. R. 2013. Generalized anisotropic stratified surface sampling. IEEE Transactions on Visualization and Computer Graphics 19(7), pp. 1143-1157. (10.1109/TVCG.2012.305)
- Tam, G. K. L. et al. 2013. Registration of 3D point clouds and meshes: A survey from rigid to nonrigid. IEEE Transactions on Visualization and Computer Graphics 19(7), pp. 1199-1217. (10.1109/TVCG.2012.310)
- Rosin, P. L. and Lai, Y. 2013. Artistic minimal rendering with lines and blocks. Graphical Models 75(4), pp. 208-229. (10.1016/j.gmod.2013.03.004)
- Gao, L., Lai, Y., Huang, Q. and Hu, S. 2013. A data-driven approach to realistic shape morphing. Computer graphics forum 32(2pt4), pp. 449-457. (10.1111/cgf.12065)
- Zhang, G., Lai, Y. and Hu, S. 2013. Efficient synthesis of gradient solid textures. Graphical Models 75(3), pp. 104-117. (10.1016/j.gmod.2012.10.006)
- Xiao, Y., Wan, L., Leung, C., Lai, Y. and Wong, T. 2013. Example-based color transfer for gradient meshes. IEEE Transactions on Multimedia 15(3), pp. 549-560. (10.1109/TMM.2012.2233725)
- Wu, J. et al. 2013. Making bas-reliefs from photographs of human faces. Computer-Aided Design 45(3), pp. 671-682. (10.1016/j.cad.2012.11.002)
- Cheng, Z., Chen, Y., Martin, R. R., Lai, Y. and Wang, A. 2013. SuperMatching: feature matching using supersymmetric geometric constraints. IEEE Transactions on Visualization and Computer Graphics 19(11), pp. 1885-1894. (10.1109/TVCG.2013.15)
- Mohd Anuar, F., Setchi, R. and Lai, Y. 2013. Trademark image retrieval using an integrated shape descriptor. Expert Systems with Applications 40(1), pp. 105-121. (10.1016/j.eswa.2012.07.031)
- Rosin, P. L. and Lai, Y. 2013. Non-photorealistic rendering with spot colour. Presented at: SBIM-NPAR: Non-Photorealistic Animation and Rendering, Anaheim, CA, USA, 19-21 July 2013Proceedings of the Symposium on Computational Aesthetics. New York, NY: ACM pp. 67-75., (10.1145/2487276.2487280)
- Chen, Y., Lai, Y., Cheng, Z., Martin, R. R. and Jin, S. 2013. A data-driven approach to efficient character articulation. Presented at: 2013 International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics), Guangzhou, China, 16-18 Nov 2013Computer-Aided Design and Computer Graphics (CAD/Graphics), 2013 International Conference on. IEEE pp. 32-37., (10.1109/CADGraphics.2013.11)
- Lai, Y. and Rosin, P. L. 2013. Non-photorealistic rendering with reduced colour palettes. In: Rosin, P. L. and Collomosse, J. eds. Image and Video-Based Artistic Stylisation., Vol. 42. Computational Imaging and Vision Vol. 42. Springer, pp. 211-236., (10.1007/978-1-4471-4519-6_11)
2012
- Quinn, J. A., Sun, F., Langbein, F. C., Lai, Y., Wang, W. and Martin, R. R. 2012. Improved initialisation for centroidal Voronoi tessellation and optimal Delaunay triangulation. Computer-Aided Design 44(11), pp. 1062-1071. (10.1016/j.cad.2012.05.002)
- Lai, Y. and Martin, R. R. 2012. Vertex location optimisation for improved remeshing. Graphical Models 74(4), pp. 233-243. (10.1016/j.gmod.2012.04.011)
- Gao, L., Zhang, G. and Lai, Y. 2012. L p shape deformation. Science China Information Sciences 55(5), pp. 983-993. (10.1007/s11432-012-4574-y)
2011
- Samko, O., Lai, Y., Marshall, A. D. and Rosin, P. L. 2011. Segmentation of parchment scrolls for virtual unrolling. Presented at: BMVC 2011: The 22nd British Machine Vision Conference, Dundee, UK, 29 August - 2 September 2011 Presented at Hoey, J., McKenna, S. and Trucco, E. eds.Proceedings of the British Machine Vision Conference. Manchester: BMVA Press pp. 37.1-37.11., (10.5244/C.25.37)
- Zhang, G., Du, S., Lai, Y., Ni, T. and Hu, S. 2011. Sketch guided solid texturing. Graphical Models 73(3), pp. 59-73. (10.1016/j.gmod.2010.10.006)
2010
- Lai, Y., Kobbelt, L. and Hu, S. 2010. Feature aligned quad dominant remeshing using iterative local updates. Computer-Aided Design 42(2), pp. 109-117. (10.1016/j.cad.2009.02.017)
- Lai, Y., Jin, M., He, Y., Palacios, J., Zhang, E., Hu, S. M. and Gu, X. 2010. Metric-driven RoSy field design and remeshing. IEEE Transactions on Visualization and Computer Graphics 16(1), pp. 95-108. (10.1109/TVCG.2009.59)
- Shen, C., Zhang, G., Lai, Y., Hu, S. and Martin, R. R. 2010. Harmonic Field Based Volume Model Construction from Triangle Soup. Journal of Computer Science and Technology 25(3), pp. 562-571. (10.1007/s11390-010-9345-x)
2009
- Lai, Y., Hu, S., Martin, R. R. and Rosin, P. L. 2009. Rapid and effective segmentation of 3D models using random walks. Computer Aided Geometric Design 26(6), pp. 665-679. (10.1016/j.cagd.2008.09.007)
- Lai, Y., Hu, S. and Martin, R. R. 2009. Automatic and topology-preserving gradient mesh generation for image vectorization. ACM Transactions on Graphics 28(3), article number: 85. (10.1145/1531326.1531391)
- Liu, Y. -., Lai, Y. and Hu, S. 2009. Stripification of free-form surfaces with global error bounds for developable approximation. IEEE Transactions on Automation Science and Engineering 6(4), pp. 700-709. (10.1109/TASE.2008.2009926)
- Lai, Y., Hu, S. and Fang, T. 2009. Robust principal curvatures using feature adapted integral invariants. Presented at: SPM '09 - 2009 SIAM/ACM Joint Conference on Geometric and Physical Modeling, San Francisco, CA, USA, 5-8 October 2009 Presented at Gravesen, J. and Keyser, J. eds.SPM '09 - 2009 SIAM/ACM Joint Conference on Geometric and Physical Modeling. New York: ACM pp. 325-330., (10.1145/1629255.1629298)
2008
- Lai, Y., Liul, Y., Zang, Y. and Hu, S. 2008. Fairing wireframes in industrial surface design. Presented at: 10th International Conference on Shape Modeling and Applications, Stony Brook, NY, USA, 4-6 June 2008IEEE International Conference on Shape Modeling and Applications 2008 Stony Brook, New York, USA, June 4-6, 2008 : proceedings. Los Alamitos, CA, USA: IEEE Computer Society Press pp. 29-35., (10.1109/SMI.2008.4547943)
- Lai, Y., Hu, S., Martin, R. R. and Rosin, P. L. 2008. Fast mesh segmentation using random walks. Presented at: ACM Symposium on Solid and Physical Modeling, Stony Brook, New York, USA, 2-4 June 2008 Presented at Haines, E. and McGuire, M. eds.SPM 2008 Proceedings: ACM Solid and Physical Modeling Symposium, Stony Brook, New York, June 02-04, 2008. Proceedings of the 2008 ACM symposium on Solid and physical modeling New York: ACM pp. 183-192., (10.1145/1364901.1364927)
- Lai, Y., Kobbelt, L. and Hu, S. 2008. An incremental approach to feature aligned quad dominant remeshing. Presented at: SPM '08 - ACM Solid and Physical Modeling Symposium, Stony Brook University, Stony Brook, NY, USA, 2-4 June 2008 Presented at Haines, E. and McGuire, M. eds.SPM '08 Proceedings of the 2008 ACM symposium on Solid and physical modeling. New York: ACM pp. 137-145., (10.1145/1364901.1364921)
- Zang, Y., Liu, Y. and Lai, Y. 2008. Note on industrial applications of Hu's surface extension algorithm. In: Chen, F. and Juttler, B. eds. Advances in geometic modelling and processing. Lecture notes in computer science Vol. 4975. Springer, pp. 304-314., (10.1007/978-3-540-79246-8_23)
2007
- Lai, Y., Zhou, Q., Hu, S., Wallner, J. and Pottmann, H. 2007. Robust Feature Classification and Editing. IEEE Transactions on Visualization and Computer Graphics 13(1), pp. 34-45. (10.1109/TVCG.2007.19)
- Pottmann, H., Wallner, J., Yang, Y., Lai, Y. and Hu, S. 2007. Principal curvatures from the integral invariant viewpoint. Computer Aided Geometric Design 24(8-9), pp. 428-442. (10.1016/j.cagd.2007.07.004)
2006
- Lai, Y., Hu, S. and Martin, R. R. 2006. Surface mosaics. The Visual Computer 22(9-11), pp. 604-611. (10.1007/s00371-006-0047-x)
- Lai, Y., Zhou, Q., Hu, S. and Martin, R. R. 2006. Feature sensitive mesh segmentation. Presented at: SPM 2006: ACM Symposium on Solid and Physical Modeling, Cardiff, UK, 6-8 June 2006Proceedings, SPM 2006 : ACM Symposium on Solid and Physical Modeling : Cardiff, Wales, United Kingdom, June 06-08, 2006, Vol. SPM06. New York, USA: Association for Computing Machinery pp. 17-25., (10.1145/1128888.1128891)
- Lai, Y., Hu, S. and Pottmann, H. 2006. Surface fitting based on a feature sensitive parametrization. Computer-Aided Design 38(7), pp. 800-807. (10.1016/j.cad.2006.04.007)
2005
- Lai, Y., Hu, S., Gu, D. X. and Martin, R. R. 2005. Geometric texture synthesis and transfer via geometry images. Presented at: 2005 ACM Symposium on Solid and Physical Modeling (SPM '05), MIT, Cambridge, MA, USA, 13-15 June 2005 Presented at Kobbelt, L. and Shapiro, V. eds.SPM '05: Proceedings of the 2005 ACM symposium on Solid and physical modeling. New York: ACM pp. 15-26., (10.1145/1060244.1060248)
Articles
- Wu, T., Sun, J., Lai, Y. and Gao, L. 2025. VD-NeRF: Visibility-aware decoupled neural radiance fields for view-consistent editing and high-frequency relighting. IEEE Transactions on Pattern Analysis and Machine Intelligence (10.1109/tpami.2025.3531417)
- Huo, J. et al. 2025. Dictionary based generative adversarial network for multi-collection style transfer. IEEE Transactions on Multimedia
- Gao, L., Yang, J., Zhang, B., Sun, J., Yuan, Y., Fu, H. and Lai, Y. 2024. Real-time large-scale deformation of Gaussian splatting. ACM Transactions on Graphics 43(6), article number: 200. (10.1145/3687756)
- Zhang, J., Lai, Y., Yang, J. and Li, K. 2024. PISE-V: person image and video synthesis with decoupled GAN. Visual Computer (10.1007/s00371-024-03752-1)
- Zhao, H., Ji, T., Rosin, P. L., Lai, Y., Meng, W. and Wang, Y. 2024. Cross-lingual font style transfer with full-domain convolutional attention. Pattern Recognition 155, article number: 110709. (10.1016/j.patcog.2024.110709)
- Cai, J., Mu, T. and Lai, Y. 2024. FilterGNN: Image feature matching with cascaded outlier filters and linear attention. Computational Visual Media 10(5), pp. 873-884. (10.1007/s41095-023-0363-3)
- Xuan, H., Zhang, J., Lai, Y. and Li, K. 2024. MH-HMR: Human mesh recovery from monocular images via multi-hypothesis learning. CAAI Transactions on Intelligence Technology 9(5), pp. 1263-1274. (10.1049/cit2.12337)
- Li, B., Wei, X., Liu, B., Wang, W., He, Z. and Lai, Y. 2024. 3D colored object reconstruction from a single view image through diffusion. Expert Systems with Applications 252(Part B), article number: 124225. (10.1016/j.eswa.2024.124225)
- Zhang, J., Lai, Y., Ma, J. and Li, K. 2024. Multi-scale information transport generative adversarial network for human pose transfer. Displays 84, article number: 102786. (10.1016/j.displa.2024.102786)
- Huang, Y., Cao, Y., Lai, Y., Shan, Y. and Gao, L. 2024. NeRF-Texture: Synthesizing Neural Radiance Field textures. IEEE Transactions on Pattern Analysis and Machine Intelligence 46(9), pp. 5986-6000. (10.1109/TPAMI.2024.3382198)
- Zhai, Y., Jia, G., Lai, Y., Zhang, J., Yang, J. and Tao, D. 2024. Looking into gait for perceiving emotions via bilateral posture and movement graph convolutional networks. IEEE Transactions on Affective Computing 15(3), pp. 1634-1648. (10.1109/TAFFC.2024.3365694)
- Li, Y., Ji, H., Zhang, W. and Lai, Y. 2024. Learning discriminative motion models for multiple object tracking. IEEE Transactions on Multimedia 26, pp. 11372-11385. (10.1109/TMM.2024.3453057)
- Zhang, Y., Lai, Y., Lang, N., Zhang, F. and Xu, L. 2024. RecStitchNet: Learning to stitch images with rectangular boundaries. Computational Visual Media 10, pp. 687-703. (10.1007/s41095-024-0420-6)
- Pan, C., Yang, G., Mu, T. and Lai, Y. 2024. Generating animatable 3D cartoon faces from single portraits. Virtual Reality & Intelligent Hardware 6(4), pp. 292-307. (10.1016/j.vrih.2023.06.010)
- Li, C. et al. 2024. Two-stage deep neural network for diagnosing fungal keratitis via in vivo confocal microscopy images. Scientific Reports 14(1), article number: 18432. (10.1038/s41598-024-68768-y)
- Liu, F., Fu, H., Lai, Y. and Gao, L. 2024. SketchDream: Sketch-based text-to-3D generation and editing. ACM Transactions on Graphics 43(4), article number: 44. (10.1145/3658120)
- Mu, T., Shen, M., Lai, Y. and Hu, S. 2024. Learning virtual view selection for 3D scene semantic segmentation. IEEE Transactions on Image Processing 33, pp. 4159 - 4172. (10.1109/TIP.2024.3421952)
- Li, X., Zhang, J., Lai, Y., Yang, J. and Li, K. 2024. High-quality animatable dynamic garment reconstruction from monocular videos. IEEE Transactions on Circuits and Systems for Video Technology 34(6), pp. 4243-4256. (10.1109/TCSVT.2023.3329972)
- Zhang, J., Gu, L., Lai, Y., Wang, X. and Li, K. 2024. Towards grouping in large scenes with occlusion-aware spatio-temporal transformers. IEEE Transactions on Circuits and Systems for Video Technology 34(5), pp. 3919-3929. (10.1109/TCSVT.2023.3324868)
- Wen, Q., Tafrishi, S. A., Ji, Z. and Lai, Y. 2024. GLSkeleton: A geometric Laplacian-based skeletonisation framework for object point clouds. IEEE Robotics and Automation Letters 9(5), pp. 4615-4622. (10.1109/LRA.2024.3384128)
- Sun, J., Yang, J., Mo, K., Lai, Y., Guibas, L. and Gao, L. 2024. Haisor: Human-aware indoor scene optimization via deep reinforcement learning. ACM Transactions on Graphics 43(2), article number: 15. (10.1145/3632947)
- Li, Y., Ji, H., Chen, X., Yang, Y. and Lai, Y. 2024. Learning key lines for multi-object tracking. Computer Vision and Image Understanding 241, article number: 103973. (10.1016/j.cviu.2024.103973)
- Huo, J., Kong, M., Li, W., Wu, J., Lai, Y. and Gao, Y. 2024. Towards efficient image and video style transfer via distillation and learnable feature transformation. Computer Vision and Image Understanding 241, article number: 103947. (10.1016/j.cviu.2024.103947)
- Yang, X., Wu, J., Lai, Y. and Ji, Z. 2024. GAM: General Affordance-based Manipulation for contact-rich object disentangling tasks. Neurocomputing 578, article number: 127386. (10.1016/j.neucom.2024.127386)
- Huang, Z. et al. 2024. SpeciFingers. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 8(1), pp. 1-28. (10.1145/3643559)
- Zhao, H., Zhang, L., Rosin, P. L., Lai, Y. and Wang, Y. 2024. HairManip: High quality hair manipulation via hair element disentangling. Pattern Recognition 147, article number: 110132. (10.1016/j.patcog.2023.110132)
- Sun, J., Wu, J., Ji, Z. and Lai, Y. 2024. A survey of object goal navigation. IEEE Transactions on Automation Science and Engineering (10.1109/TASE.2024.3378010)
- Li, B., Wei, X., Liu, B., He, Z., Cao, J. and Lai, Y. 2024. Pose-aware 3D talking face synthesis using geometry-guided audio-vertices attention. IEEE Transactions on Visualization and Computer Graphics (10.1109/TVCG.2024.3371064)
- Huang, Z. et al. 2024. SpeechMirror: A multimodal visual analytics system for personalized reflection of online public speaking effectiveness. IEEE Transactions on Visualization and Computer Graphics 30(1), pp. 606-616. (10.1109/TVCG.2023.3326932)
- Herbert, P., Wu, J., Ji, Z. and Lai, Y. 2024. Benchmarking visual SLAM methods in mirror environments. Computational Visual Media 10(2), pp. 215-241. (10.1007/s41095-022-0329-x)
- Gao, Y., Huo, J., Li, W., Wu, J., Lai, Y. and Gao, Y. 2024. Object goal navigation based on path planning characteristics. CAAI Transactions on Intelligence Technology
- Jing, X., Yu, T., He, R., Lai, Y. and Li, K. 2024. FRNeRF: Fusion and regularization fields for dynamic view synthesis. Computational Visual Media
- Huang, K., Zhang, F., Zhang, F., Lai, Y., Rosin, P. and Dodgson, N. A. 2024. Multi-task geometric estimation of depth and surface normal from monocular 360° images. Computational Visual Media
- Li, B., Lin, X., Liu, B., He, Z. and Lai, Y. 2024. Lightweight text-driven image editing with disentangled content and attributes. IEEE Transactions on Multimedia 26, pp. 1829-1841. (10.1109/TMM.2023.3289755)
- Li, X. et al. 2023. Learning to infer inner-body under clothing from monocular video. IEEE Transactions on Visualization and Computer Graphics 29(12), pp. 5083-5096. (10.1109/TVCG.2022.3202240)
- Du, X. et al. 2023. MMPosE: Movie-induced multi-label positive emotion classification through EEG signals. IEEE Transactions on Affective Computing 14(4), pp. 2925-2938. (10.1109/TAFFC.2022.3221554)
- Zhang, Z., Deng, X., Li, J., Lai, Y., Ma, C., Liu, Y. and Wang, H. 2023. Stroke-based semantic segmentation for scene-level free-hand sketches. Visual Computer 39, pp. 6309-6321. (10.1007/s00371-022-02731-8)
- Jing, X., Feng, Q., Lai, Y., Zhang, J., Yu, Y. and Li, K. 2023. STATE: Learning structure and texture representations for novel view synthesis. Computational Visual Media 9(4), pp. 767-786. (10.1007/s41095-022-0301-9)
- Lyu, H., Rosin, P. L. and Lai, Y. 2023. WCGAN: Robust portrait watercolorization with adaptive hierarchical localized constraints. Displays 80, article number: 102530. (10.1016/j.displa.2023.102530)
- Wu, T., Gao, L., Zhang, L., Lai, Y. and Zhang, H. 2023. STAR-TM: STructure aware reconstruction of textured mesh from single image. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(12), pp. 15680-15693. (10.1109/TPAMI.2023.3305630)
- Yuan, Y., Sun, Y., Lai, Y., Ma, Y., Jia, R., Kobbelt, L. and Gao, L. 2023. Interactive NeRF geometry editing with shape priors. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(12), pp. 14821-14837. (10.1109/TPAMI.2023.3315068)
- Alhamazani, F., Lai, Y. and Rosin, P. L. 2023. 3DCascade-GAN: Shape completion from single-view depth images. Computers and Graphics 115, pp. 412-422. (10.1016/j.cag.2023.07.033)
- Yang, X., Ji, Z., Wu, J. and Lai, Y. 2023. Recent advances of deep robotic affordance learning: a reinforcement learning perspective. IEEE Transactions on Cognitive and Developmental Systems 15(3), pp. 1139-1149. (10.1109/TCDS.2023.3277288)
- Qiao, Y., Gao, L., Liu, S., Liu, L., Lai, Y. and Chen, X. 2023. Learning-based intrinsic reflectional symmetry detection. IEEE Transactions on Visualization and Computer Graphics 29(9), pp. 3799-3808. (10.1109/TVCG.2022.3172361)
- Gao, L., Liu, F., Chen, S., Jiang, K., Li, C., Lai, Y. and Fu, H. 2023. SketchFaceNeRF: Sketch-based facial generation and editing in neural radiance fields. ACM Transactions on Graphics 42(4), article number: 159. (10.1145/3592100)
- Chen, L., Gao, L., Yang, J., Xu, S., Ye, J., Zhang, X. and Lai, Y. 2023. Deep deformation detail synthesis for thin shell models. Computer Graphics Forum 42(5), article number: e14903. (10.1111/cgf.14903)
- Yuan, Y., Lai, Y., Huang, Y., Kobbelt, L. and Gao, L. 2023. Neural radiance fields from sparse RGB-D images for high-quality view synthesis. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(7), pp. 8713-8728. (10.1109/TPAMI.2022.3232502)
- Gao, L., Sun, J., Mo, K., Lai, Y., Guibas, L. J. and Yang, J. 2023. SceneHGN: Hierarchical Graph Networks for 3D indoor scene generation with fine-grained geometry. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(7), pp. 8902-8919. (10.1109/TPAMI.2023.3237577)
- Hu, X., Zhang, L., Gao, L., Dai, W., Han, X., Lai, Y. and Chen, Y. 2023. GLIM-Net: chronic glaucoma forecast transformer for irregularly sampled sequential fundus images. IEEE Transactions on Medical Imaging 42(6), pp. 1875-1884. (10.1109/TMI.2023.3243692)
- Shi, M., Zhang, J., Chen, S., Gao, L., Lai, Y. and Zhang, F. 2023. Reference-based deep line art video colorization. IEEE Transactions on Visualization and Computer Graphics 29(6), pp. 2965-2979. (10.1109/TVCG.2022.3146000)
- Yuan, K., Schaefer, G., Lai, Y., Wang, Y., Liu, X., Guan, L. and Fang, H. 2023. A multi-strategy contrastive learning framework for weakly supervised semantic segmentation. Pattern Recognition 137, article number: 109298. (10.1016/j.patcog.2022.109298)
- Li, K., Liu, Y., Lai, Y. and Yang, J. 2023. MILI: Multi-person inference from a low-resolution image. Fundamental Research 3(3), pp. 434-441. (10.1016/j.fmre.2023.02.006)
- Zuo, R. et al. 2023. Fine-Grained Video Retrieval With Scene Sketches. IEEE Transactions on Image Processing 32, pp. 3136-3149. (10.1109/TIP.2023.3278474)
- Yan, J., Lai, Y., Xu, Y., Zheng, Y., Niu, Z. and Tan, T. 2023. Editorial: Artificial intelligence-based medical image automatic diagnosis and prognosis prediction. Frontiers in Physics 11, article number: 1210010. (10.3389/fphy.2023.1210010)
- Li, B. et al. 2023. Controllable facial attribute editing via Gaussian mixture model disentanglement. Digital Signal Processing 134, article number: 103916. (10.1016/j.dsp.2023.103916)
- Ye, Z. et al. 2023. 3D-CariGAN: an end-to-end solution to 3D caricature generation from normal face photos. IEEE Transactions on Visualization and Computer Graphics 29(4), pp. 2203-2210. (10.1109/TVCG.2021.3126659)
- Yang, J., Mo, K., Lai, Y., Guibas, L. J. and Gao, L. 2023. DSG-Net: Learning disentangled structure and geometry for 3D shape generation. ACM Transactions on Graphics 42(1), article number: 1. (10.1145/3526212)
- Yang, J., Gao, L., Tan, Q., Huang, Y., Xia, S. and Lai, Y. 2023. Multiscale mesh deformation component analysis with attention-based autoencoders. IEEE Transactions on Visualization and Computer Graphics 29(2), pp. 1301-1317. (10.1109/TVCG.2021.3112526)
- Sun, Y., Huang, H., Wang, X., Lai, Y., Liu, W. and Gao, L. 2023. Robust pose transfer with dynamic details using neural video rendering. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(2), pp. 2660-2666. (10.1109/tpami.2022.3166989)
- Li, Y., Ji, H., Chen, X., Lai, Y. and Yang, Y. 2023. Multi-object tracking with robust object regression and association. Computer Vision and Image Understanding 227, article number: 103586. (10.1016/j.cviu.2022.103586)
- Yi, R., Liu, Y., Lai, Y. and Rosin, P. 2023. Quality metric guided portrait line drawing generation from unpaired training data. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(1), pp. 905-918. (10.1109/TPAMI.2022.3147570)
- Ye, Z. et al. 2023. Audio-driven talking face video generation with dynamic convolution kernels. IEEE Transactions on Multimedia 25, pp. 2033-2046. (10.1109/TMM.2022.3142387)
- Chen, S., Lai, Y., Xia, S., Rosin, P. and Gao, L. 2023. 3D face reconstruction and gaze tracking in the HMD for virtual interaction. IEEE Transactions on Multimedia 25, pp. 3166-3179. (10.1109/TMM.2022.3156820)
- Liu, J. et al. 2022. Geometry-guided dense perspective network for speech-driven facial animation. IEEE Transactions on Visualization and Computer Graphics 28(12), pp. 4873-4886. (10.1109/TVCG.2021.3107669)
- He, Y., Liu, Y., Jin, Y., Zhang, S., Lai, Y. and Hu, S. 2022. Context-consistent generation of indoor virtual environments based on geometry constraints. IEEE Transactions on Visualization and Computer Graphics 28(12), pp. 3986-3999. (10.1109/TVCG.2021.3111729)
- Bo, Q., Ma, W., Lai, Y. and Zha, H. 2022. All-higher-stages-in adaptive context aggregation for semantic edge detection. IEEE Transactions on Circuits and Systems for Video Technology 32(10), pp. 6778-6791. (10.1109/TCSVT.2022.3170048)
- Yi, R., Weng, Y., Yu, M., Lai, Y. and Liu, Y. 2022. Lesion region segmentation via weakly supervised learning. Quantitative Biology 10(3), pp. 239-252. (10.15302/J-QB-021-0272)
- Shu, Y. et al. 2022. GAN-based multi-style photo cartoonization. IEEE Transactions on Visualization and Computer Graphics 28(10), pp. 3376-3390. (10.1109/TVCG.2021.3067201)
- Tan, Q., Zhang, L., Yang, J., Lai, Y. and Gao, L. 2022. Mesh-based variational autoencoders for localized deformation component analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence 44(10), pp. 6297-6310. (10.1109/TPAMI.2021.3085887)
- Du, X. et al. 2022. An efficient LSTM network for emotion recognition from multichannel EEG signals. IEEE Transactions on Affective Computing 13(3), pp. 1528-1540. (10.1109/TAFFC.2020.3013711)
- Yang, X., Ji, Z., Wu, J., Lai, Y., Wei, C., Liu, G. and Setchi, R. 2022. Hierarchical reinforcement learning with universal policies for multi-step robotic manipulation. IEEE Transactions on Neural Networks and Learning Systems 33(9), pp. 4727-4741. (10.1109/TNNLS.2021.3059912)
- Rosin, P. L. et al. 2022. NPRportrait 1.0: A three-level benchmark for non-photorealistic rendering of portraits. Computational Visual Media 8, pp. 445-465. (10.1007/s41095-021-0255-3)
- Chen, S., Zhang, J., Zhao, Y., Rosin, P. L., Lai, Y. and Gao, L. 2022. A review of image and video colorization: From analogies to deep learning. Visual Informatics 6(3), pp. 51-68. (10.1016/j.visinf.2022.05.003)
- Sun, Y., Fu, Q., Jiang, Y., Liu, Z., Lai, Y., Fu, H. and Gao, L. 2022. Human motion transfer with 3D constraints and detail enhancement. IEEE Transactions on Pattern Analysis and Machine Intelligence (10.1109/TPAMI.2022.3201904)
- Liu, F., Chen, S., Lai, Y., Li, C., Jiang, Y., Fu, H. and Gao, L. 2022. DeepFaceVideoEditing: Sketch-based deep editing of face videos. ACM Transactions on Graphics 41(4), pp. 167:1-167:16. (10.1145/3528223.3530056)
- Zhou, F., Lai, Y., Rosin, P. L., Zhang, F. and Hu, Y. 2022. Scale-aware network with modality-awareness for RGB-D indoor semantic segmentation. Neurocomputing 492, pp. 464-473. (10.1016/j.neucom.2022.04.025)
- Tang, Y., Zhang, Y., Han, X., Zhang, F., Lai, Y. and Tong, R. 2022. 3D corrective nose reconstruction from a single image. Computational Visual Media 8(2), pp. 225-237. (10.1007/s41095-021-0237-5)
- Liu, F. et al. 2022. SketchMaker: Sketch extraction and reuse for interactive scene sketch composition. ACM Transactions on Interactive Intelligent Systems 12(3), pp. 1-26. (10.1145/3543956)
- Liu, F. et al. 2022. SceneSketcher-v2: Fine-grained scene-level sketch-based image retrieval using adaptive GCNs. IEEE Transactions on Image Processing 31, pp. 3737-3751. (10.1109/TIP.2022.3175403)
- Xu, T., Guo, Y., Li, Z., Yu, G., Lai, Y. and Zhang, S. 2022. TransLoc3D: Point cloud based large-scale place recognition using adaptive receptive fields. Communications in Information and Systems 23(1), pp. 57-83. (10.4310/CIS.2023.v23.n1.a3)
- Qiao, Y., Lai, Y., Fu, H. and Gao, L. 2022. Synthesizing mesh deformation sequences with bidirectional LSTM. IEEE Transactions on Visualization and Computer Graphics 28(4), pp. 1906-1916. (10.1109/TVCG.2020.3028961)
- George, D., Xie, X., Lai, Y. and Tam, G. K. 2022. A deep learning driven active framework for segmentation of large 3D shape collections. Computer-Aided Design 144, article number: 103179. (10.1016/j.cad.2021.103179)
- Qiao, Y., Gao, L., Yang, J., Rosin, P., Lai, Y. and Chen, X. 2022. Learning on 3D meshes with laplacian encoding and pooling. IEEE Transactions on Visualization and Computer Graphics 28(2), pp. 1317-1327. (10.1109/TVCG.2020.3014449)
- Maher, K. et al. 2022. E-ffective: a visual analytic system for exploring the emotion andeffectiveness of inspirational speeches. IEEE Transactions on Visualization and Computer Graphics 28(1), pp. 508-517. (10.1109/TVCG.2021.3114789)
- Geo, L., Wu, T., Yuan, Y., Lin, M., Lai, Y. and Zhang, H. 2021. TM-NET: Deep generative networks for textured meshes. ACM Transactions on Graphics 40(6), article number: 263. (10.1145/3478513.3480503)
- Hou, H., Huo, J., Wu, J., Lai, Y. and Gao, Y. 2021. MW-GAN: Multi-warping GAN for caricature generation with multi-style geometric exaggeration. IEEE Transactions on Image Processing 30, pp. 8644-8657. (10.1109/TIP.2021.3118984)
- Yi, R., Xia, M., Liu, Y., Lai, Y. and Rosin, P. L. 2021. Line drawings for face portraits from photos using global and local structure based GANs. IEEE Transactions on Pattern Analysis and Machine Intelligence 43(10), pp. 3462-3475. (10.1109/TPAMI.2020.2987931)
- Yi, R., Ye, Z., Zhao, W., Yu, M., Lai, Y. and Liu, Y. 2021. Feature-aware uniform tessellations on video manifold for content-sensitive supervoxels. IEEE Transactions on Pattern Analysis and Machine Intelligence 43(9), pp. 3183-3195. (10.1109/TPAMI.2020.2979714)
- Chen, S., Liu, F., Lai, Y., Rosin, P. L., Li, C., Fu, H. and Gao, L. 2021. DeepFaceEditing: deep face generation and editing with disentangled geometry and appearance control. ACM Transactions on Graphics 40(4), article number: 90. (10.1145/3450626.3459760)
- Liu, Z. et al. 2021. Knitting 4D garments with elasticity controlled for body motion. ACM Transactions on Graphics 40(4), article number: 62. (10.1145/3450626.3459868)
- Cai, J., Mu, T., Lai, Y. and Hu, S. 2021. LinkNet: 2D-3D linked multi-modal network for online semantic segmentation of RGB-D videos. Computers and Graphics 98, pp. 37-47. (10.1016/j.cag.2021.04.013)
- Wu, X., Chang, J., Lai, Y., Yang, J. and Tian, Q. 2021. BiSPL: Bidirectional Self-Paced Learning for recognition from web data. IEEE Transactions on Image Processing 30, pp. 6512 - 6527. (10.1109/TIP.2021.3094744)
- Zhang, Y., Lai, Y. and Zhang, F. 2021. Content-preserving image stitching with piecewise rectangular boundary constraints. IEEE Transactions on Visualization and Computer Graphics 27(7), pp. 3198-3212. (10.1109/TVCG.2020.2965097)
- Xie, Q., Lai, Y., Wu, J., Wang, Z., Zhang, Y., Xu, K. and Wang, J. 2021. Vote-based 3D object detection with context modeling and SOB-3DNMS. International Journal of Computer Vision 129, pp. 1857-1874. (10.1007/s11263-021-01456-w)
- Yuan, Y., Lai, Y., Wu, T., Gao, L. and Liu, L. 2021. A revisit of shape editing techniques: from the geometric to the neural viewpoint. Journal of Computer Science and Technology 36(3), pp. 520-554. (10.1007/s11390-021-1414-9)
- Gao, L., Zhang, L., Meng, H., Ren, Y., Lai, Y. and Kobbelt, L. 2021. PRS-Net: planar reflective symmetry detection net for 3D models. IEEE Transactions on Visualization and Computer Graphics 27(6), pp. 3007-3018. (10.1109/TVCG.2020.3003823)
- Yang, L., Wu, J., Huo, J., Lai, Y. and Gao, Y. 2021. Learning 3D face reconstruction from a single sketch. Graphical Models 115, article number: 101102. (10.1016/j.gmod.2021.101102)
- Zhang, Y., Zhang, F., Lai, Y. and Zhu, Z. 2021. Efficient propagation of sparse edits on 360 panoramas. Computers and Graphics 96, pp. 61-70. (10.1016/j.cag.2021.03.005)
- Zhang, S., Han, Z., Lai, Y., Zwicker, M. and Zhang, H. 2021. Active arrangement of small objects in 3D indoor scenes. IEEE Transactions on Visualization and Computer Graphics 27(4), pp. 2250-2264. (10.1109/TVCG.2019.2949295)
- Huang, J., Yang, S., Zhao, Z., Lai, Y. and Hu, S. 2021. ClusterSLAM: A SLAM backend for simultaneous rigid body clustering and motion estimation. Computational Visual Media 7, pp. 87-101. (10.1007/s41095-020-0195-3)
- Liu, Y., Li, B. and Lai, Y. 2021. Sparse MDMO: learning a discriminative feature for micro-expression recognition. IEEE Transactions on Affective Computing 12(1), pp. 254-261. (10.1109/TAFFC.2018.2854166)
- Gao, L., Lai, Y., Yang, J., Zhang, L., Xia, S. and Kobbelt, L. 2021. Sparse data driven mesh deformation. IEEE Transactions on Visualization and Computer Graphics 27(3), pp. 2085-2100. (10.1109/TVCG.2019.2941200)
- Jiang, Z., Yue, H., Lai, Y., Yang, J., Hou, Y. and Hou, C. 2021. Deep edge map guided depth super resolution. Signal Processing: Image Communication 90, article number: 116040. (10.1016/j.image.2020.116040)
- Yao, X., Zhao, S., Lai, Y., She, D., Liang, J. and Yang, J. 2021. APSE: Attention-aware polarity-sensitive embedding for emotion-based image retrieval. IEEE Transactions on Multimedia 23, pp. 4469-4482. (10.1109/TMM.2020.3042664)
- Li, K. et al. 2021. Image-guided human reconstruction via multi-scale graph transformation networks. IEEE Transactions on Image Processing 30, pp. 5239-5251. (10.1109/TIP.2021.3080177)
- Dyke, R. M. et al. 2020. SHREC'20: Shape correspondence with non-isometric deformations. Computers and Graphics 92, pp. 28-43. (10.1016/j.cag.2020.08.008)
- Langenfeld, F. et al. 2020. SHREC2020 track: multi-domain protein shape retrieval challenge. Computers and Graphics 91, pp. 189-198. (10.1016/j.cag.2020.07.013)
- Xu, S. and Lai, Y. 2020. Simultaneous multi-attribute image-to-image translation using parallel latent transform networks. Computer Graphics Forum 39(7), pp. 531-542. (10.1111/cgf.14165)
- Li, K., Zhang, J., Liu, Y., Lai, Y. and Dai, Q. 2020. PoNA: Pose-guided non-local attention for human pose transfer. IEEE Transactions on Image Processing 29, pp. 9584-9599. (10.1109/TIP.2020.3029455)
- Cui, M., Lu, S., Miao, W., Yang, Y., Lai, Y. and Rosin, P. 2020. 3D computational modeling and perceptual analysis of kinetic depth effects. Computational Visual Media 6, pp. 265-277. (10.1007/s41095-020-0180-x)
- Htike, H. M., Margrain, T. H., Lai, Y. and Eslambolchilar, P. 2020. Ability of head-mounted display technology to improve mobility in people with low vision: a systematic review. Translational Vision Science & Technology 9(10), article number: 26. (10.1167/tvst.9.10.26)
- Zhao, H., Rosin, P. L., Lai, Y. and Wang, Y. 2020. Automatic semantic style transfer using deep convolutional neural networks and soft masks. Visual Computer 36, pp. 1307-1324. (10.1007/s00371-019-01726-2)
- Yang, S., Li, B., Cao, Y., Fu, H., Lai, Y., Kobbelt, L. and Hu, S. 2020. Noise-resilient reconstruction of panoramas and 3D scenes using robot-mounted unsynchronized commodity RGB-D cameras. ACM Transactions on Graphics 39(5), article number: 152. (10.1145/3389412)
- Hu, S., Cai, J. and Lai, Y. 2020. Semantic labeling and instance segmentation of 3D point clouds using patch context analysis and multiscale processing. IEEE Transactions on Visualization and Computer Graphics 26(7), pp. 2485-2498. (10.1109/TVCG.2018.2889944)
- Liu, Y., Han, Y., Ye, Z. and Lai, Y. 2020. Ranking-preserving cross-source learning for image retargeting quality assessment. IEEE Transactions on Pattern Analysis and Machine Intelligence 42(7), pp. 1798-1805. (10.1109/TPAMI.2019.2923998)
- Yang, J., Guo, X., Li, K., Wang, M., Lai, Y. and Wu, F. 2020. Spatio-temporal reconstruction for 3D motion recovery. IEEE Transactions on Circuits and Systems for Video Technology 30(6), pp. 1583 -1596. (10.1109/TCSVT.2019.2907324)
- Zhao, H., Rosin, P., Lai, Y., Zheng, J. and Wang, Y. 2020. Adaptive gradient-based block compressive sensing with sparsity for noisy images. Multimedia Tools and Applications 79, pp. 14825-14847. (10.1007/s11042-019-7647-8)
- Xiao, Y., Lai, Y., Zhang, F., Li, C. and Gao, L. 2020. A survey on deep geometry learning: from a representation perspective. Computational Visual Media 6(2), pp. 113-133. (10.1007/s41095-020-0174-8)
- Dongyu, S., Jufeng, Y., Ming-Ming, C., Lai, Y., Rosin, P. and Liang, W. 2020. WSCNet: Weakly Supervised Coupled Networks for Visual Sentiment Classification and Detection. IEEE Transactions on Multimedia 22(5), pp. 1358-1371. (10.1109/TMM.2019.2939744)
- Zhang, J., Li, C., Song, Q., Gao, L. and Lai, Y. 2020. Automatic 3D tooth segmentation using convolutional neural networks in harmonic parameter space. Graphical Models 109, article number: 101071. (10.1016/j.gmod.2020.101071)
- Bo, L., Lai, Y. and Rosin, P. L. 2020. Sparse graph regularized mesh color edit propagation. IEEE Transactions on Image Processing 29, pp. 5408-5419. (10.1109/TIP.2020.2980962)
- Yang, J. et al. 2020. Learning to reconstruct and understand indoor scenes from sparse views. IEEE Transactions on Image Processing 29, pp. 5753 -5766. (10.1109/TIP.2020.2986712)
- Gao, L., Yang, J., Wu, T., Yuan, Y., Fu, H., Lai, Y. and Zhang, H. 2019. SDM-NET: deep generative network for structured deformable mesh. ACM Transactions on Graphics 38(6), article number: 243. (10.1145/3355089.3356488)
- Li, K., Liu, J., Lai, Y. and Yang, J. 2019. Generating 3D faces using multi-column graph convolutional networks. Computer Graphics Forum 38(7), pp. 215-224.
- Yang, J., Guo, D., Li, K., Wu, Z. and Lai, Y. 2019. Global 3D non-rigid registration of deformable objects using a single RGB-D camera. IEEE Transactions on Image Processing 28(10), pp. 4746 -4761. (10.1109/TIP.2019.2909197)
- Li, B., Lai, Y., John, M. and Rosin, P. L. 2019. Automatic example-based image colorization using location-aware cross-scale matching. IEEE Transactions on Image Processing 28(9), pp. 4606-4619. (10.1109/TIP.2019.2912291)
- Cheng, M., Liu, X., Wang, J., Lu, S., Lai, Y. and Rosin, P. 2019. Structure-preserving neural style transfer. IEEE Transactions on Image Processing 29, pp. 909-920.
- Yang, S., Li, B., Liu, M., Lai, Y., Kobbelt, L. and Hu, S. 2019. HeteroFusion: Dense scene reconstruction integrating multi-sensors. IEEE Transactions on Visualization and Computer Graphics 28(3), pp. 181-197. (10.1109/TVCG.2019.2919619)
- Cai, J., Ma, T., Lai, Y. and Hu, S. 2019. Deep point-based scene labeling with depth mapping and geometric patch feature encoding. Graphical Models 104, article number: 101033. (10.1016/j.gmod.2019.101033)
- Yuan, Y., Lai, Y., Wu, T., Xia, S. and Gao, L. 2019. Data-driven weight optimization for real-time mesh deformation. Graphical Models 104, article number: 101037. (10.1016/j.gmod.2019.101037)
- Krumhuber, E. G., Lai, Y., Rosin, P. and Hugenberg, K. 2019. When facial expressions do and do not signal minds: the role of face inversion, expression dynamism, and emotion type. Emotion 19(4), pp. 746-750. (10.1037/emo0000475)
- Zhao, H., Rosin, P. and Lai, Y. 2019. Block compressive sensing for solder joint images with wavelet packet thresholding. IEEE Transactions on Components and Packaging Technologies 9(6), pp. 1190-1199. (10.1109/TCPMT.2019.2907106)
- Zhang, Y., Lai, Y. and Zhang, F. 2019. Stereoscopic image stitching with rectangular boundaries. Visual Computer 35(6-8), pp. 823-835. (10.1007/s00371-019-01694-7)
- Zhang, S., Han, Z., Lai, Y., Zwicker, M. and Zhang, H. 2019. Stylistic scene enhancement GAN: Mixed stylistic enhancement generation for 3D indoor scenes. Visual Computer 35(6), pp. 1157-1169. (10.1007/s00371-019-01691-w)
- Dyke, R., Lai, Y., Rosin, P. and L., T. 2019. Non-rigid registration under anisotropic deformations. Computer Aided Geometric Design 71, pp. 142-156. (10.1016/j.cagd.2019.04.014)
- Wang, T., George, D., Lai, Y., Xie, X. and Tam, G. K. 2019. Consistent segment-wise matching with multi-layer graphs. Computer Aided Geometric Design 70, pp. 31-45. (10.1016/j.cagd.2019.04.003)
- Liu, Y., Lai, Y., Wang, Z. and Yan, H. 2019. A new learning approach to malware classification using discriminative feature extraction. IEEE Access 7, pp. 13015-13023. (10.1109/ACCESS.2019.2892500)
- Gao, L., Yang, J., Qiao, Y., Lai, Y., Rosin, P. L., Xu, W. and Xia, S. 2018. Automatic unpaired shape deformation transfer. ACM Transactions on Graphics 37(6), article number: 237. (10.1145/3272127.3275028)
- Rosin, P., Lai, Y., Liu, C., Davis, G., Mills, D., Tuson, G. and Russell, Y. 2018. Virtual recovery of content from x-ray micro-tomography scans of damaged historic scrolls. Scientific Reports 8, article number: 11901. (10.1038/s41598-018-29037-x)
- Wan, L., Xiao, Y., Dou, N., Leung, C. and Lai, Y. 2018. Scribble-based gradient mesh recoloring. Multimedia Tools and Applications 77(11), pp. 13753-13771. (10.1007/s11042-017-4987-0)
- Liang, Y., Xu, F., Zhang, S., Lai, Y. and Mu, T. 2018. Knowledge graph construction with structure and parameter learning for indoor scene design. Computational Visual Media 4(2), pp. 123-137. (10.1007/s41095-018-0110-3)
- Yang, J., Gao, L., Lai, Y., Rosin, P. and Xia, S. 2018. Biharmonic deformation transfer with automatic key point selection. Graphical Models 98, pp. 1-13. (10.1016/j.gmod.2018.05.003)
- Li, K., Yang, J., Lai, Y. and Guo, D. 2018. Robust non-rigid registration with reweighted position and transformation sparsity. IEEE Transactions on Visualization and Computer Graphics 25(6), pp. 2255-2269. (10.1109/TVCG.2018.2832136)
- Liu, C., Rosin, P. L., Lai, Y. and Hu, W. 2018. Robust virtual unrolling of historical parchment XMT images. IEEE Transactions on Image Processing 27(4), pp. 1914-1926. (10.1109/TIP.2017.2783626)
- Gao, L., Chen, S., Lai, Y. and Xia, S. 2017. Data-driven shape interpolation and morphing editing. Computer Graphics Forum 36(8), pp. 19-31. (10.1111/cgf.12991)
- Bo, L., Lai, Y. and Rosin, P. L. 2017. Example-based image colorization via automatic feature selection and fusion. Neurocomputing 266, pp. 687-698. (10.1016/j.neucom.2017.05.083)
- Li, B., Zhao, F., Su, Z., Liang, X., Lai, Y. and Rosin, P. L. 2017. Example-based image colorization using locality consistent sparse representation. IEEE Transactions on Image Processing 26(11), pp. 516-525. (10.1109/TIP.2017.2732239)
- Li, B., Liu, R., Cao, J., Zhang, J., Lai, Y. and Liu, X. 2017. Online low-rank representation learning for joint multi-subspace recovery and clustering. IEEE Transactions on Image Processing 27(1), pp. 335-348. (10.1109/TIP.2017.2760510)
- Xia, S., Gao, L., Lai, Y., Yuan, M. and Chai, J. 2017. A survey on human performance capture and animation. Journal of Computer Science and Technology 32(3), pp. 536-554. (10.1007/s11390-017-1742-y)
- Yan, B., Wang, Z., Parker, A., Lai, Y., Thomas, J. P., Yue, L. and Monks, J. N. 2017. Superlensing microscope objective lens. Applied Optics 56(11), pp. 3142-3147. (10.1364/AO.56.003142)
- Chen, S., Gao, L., Lai, Y. and Xia, S. 2017. Rigidity controllable as-rigid-as-possible shape deformations. Graphical Models 91, pp. 13-21. (10.1016/j.gmod.2017.02.005)
- Shuai, L., Lai, Y., Martin, R. R., Shiyao, J. and Zhiquan, C. 2016. Color-aware surface registration. Computers and Graphics 58, pp. 31-42.
- Gao, L., Lai, Y., Liang, D., Chen, S. and Xia, S. 2016. Efficient and flexible deformation representation for data-driven surface modeling. ACM Transactions on Graphics 35(5), article number: 158. (10.1145/2908736)
- Lin, S., Chen, Y., Lai, Y., Martin, R. R. and Cheng, Z. 2016. Fast capture of textured full-body avatar with RGB-D cameras. Visual Computer 32(6-8), pp. 681-691. (10.1007/s00371-016-1245-9)
- Li, K. et al. 2016. SPA: Sparse Photorealistic Animation using a single RGB-D camera. IEEE Transactions on Circuits and Systems for Video Technology 27(4), pp. 771-783. (10.1109/TCSVT.2016.2556419)
- Abdulmunem, A., Lai, Y. and Sun, X. 2016. Saliency guided local and global descriptors for effective action recognition. Computational Visual Media 2(1), pp. 97-106. (10.1007/s41095-016-0033-9)
- Anuar, F. M., Setchi, R. and Lai, Y. 2016. Semantic retrieval of trademarks based on conceptual similarity. IEEE Transactions on Systems Man and Cybernetics: Systems 46(2), pp. 220-233. (10.1109/TSMC.2015.2421878)
- Gao, L., Cao, Y., Lai, Y., Huang, H., Kobbelt, L. and Hu, S. 2015. Active exploration of large 3D model repositories. IEEE Transactions on Visualization and Computer Graphics, pp. 1390-1402. (10.1109/TVCG.2014.2369039)
- Xiao, Y., Wan, L., Leung, C. S., Lai, Y. and Wong, T. 2015. Optimization-based gradient mesh colour transfer. Computer Graphics Forum 34(6), pp. 123-134. (10.1111/cgf.12524)
- Yang, J., Li, K., Li, K. and Lai, Y. 2015. Sparse non-rigid registration of 3D shapes. Computer Graphics Forum 34(5), pp. 89-99. (10.1111/cgf.12699)
- Chen, K., Lai, Y. and Hu, S. 2015. 3D indoor scene modeling from RGB-D data: a survey. Computational Visual Media 1(4), pp. 267-278. (10.1007/s41095-015-0029-x)
- Chen, K., Lai, Y., Wu, Y., Martin, R. and Hu, S. 2014. Automatic semantic modeling of indoor scenes from low-quality RGB-D data using contextual information. ACM Transactions on Graphics 33(6), article number: 208. (10.1145/2661229.2661239)
- Wang, M., Lai, Y., Liang, Y., Martin, R. R. and Hu, S. 2014. Biggerpicture: data-driven image extrapolation using graph matching. ACM Transactions on Graphics 33(6), article number: 173. (10.1145/2661229.2661278)
- Wu, J., Martin, R. R., Rosin, P. L., Sun, X., Lai, Y., Liu, Y. -. H. and Wallraven, C. 2014. Use of non-photorealistic rendering and photometric stereo in making bas-reliefs from photographs. Graphical Models 76(4), pp. 202-213. (10.1016/j.gmod.2014.02.002)
- Huang, S., Zhang, G., Lai, Y., Kopf, J., Cohen-Or, D. and Hu, S. 2014. Parametric meta-filter modeling from a single example pair. The Visual Computer 30(6-8), pp. 673-684. (10.1007/s00371-014-0973-y)
- Lai, Y. and Rosin, P. L. 2014. Efficient circular thresholding. IEEE Transactions on Image Processing 23(3), pp. 992-1001. (10.1109/TIP.2013.2297014)
- Tam, G. K. L., Martin, R. R., Rosin, P. L. and Lai, Y. 2014. Diffusion pruning for rapidly and robustly selecting global correspondences using local isometry. ACM Transactions on Graphics 33(1), article number: 4. (10.1145/2517967)
- Samko, O., Lai, Y., Marshall, D. and Rosin, P. L. 2014. Virtual unrolling and information recovery from scanned scrolled historical documents. Pattern Recognition 47(1), pp. 248-259. (10.1016/j.patcog.2013.06.015)
- Tam, G. K., Martin, R. R., Rosin, P. L. and Lai, Y. 2014. An efficient approach to correspondences between multiple non-rigid parts. Computer graphics forum 33(5), pp. 137-146. (10.1111/cgf.12439)
- Lai, Y. and Rosin, P. L. 2013. Artistic rendering enhancing global structure. The Visual Computer 30(10), pp. 1179-1193. (10.1007/s00371-013-0898-x)
- Quinn, J. A., Langbein, F. C., Lai, Y. and Martin, R. R. 2013. Generalized anisotropic stratified surface sampling. IEEE Transactions on Visualization and Computer Graphics 19(7), pp. 1143-1157. (10.1109/TVCG.2012.305)
- Tam, G. K. L. et al. 2013. Registration of 3D point clouds and meshes: A survey from rigid to nonrigid. IEEE Transactions on Visualization and Computer Graphics 19(7), pp. 1199-1217. (10.1109/TVCG.2012.310)
- Rosin, P. L. and Lai, Y. 2013. Artistic minimal rendering with lines and blocks. Graphical Models 75(4), pp. 208-229. (10.1016/j.gmod.2013.03.004)
- Gao, L., Lai, Y., Huang, Q. and Hu, S. 2013. A data-driven approach to realistic shape morphing. Computer graphics forum 32(2pt4), pp. 449-457. (10.1111/cgf.12065)
- Zhang, G., Lai, Y. and Hu, S. 2013. Efficient synthesis of gradient solid textures. Graphical Models 75(3), pp. 104-117. (10.1016/j.gmod.2012.10.006)
- Xiao, Y., Wan, L., Leung, C., Lai, Y. and Wong, T. 2013. Example-based color transfer for gradient meshes. IEEE Transactions on Multimedia 15(3), pp. 549-560. (10.1109/TMM.2012.2233725)
- Wu, J. et al. 2013. Making bas-reliefs from photographs of human faces. Computer-Aided Design 45(3), pp. 671-682. (10.1016/j.cad.2012.11.002)
- Cheng, Z., Chen, Y., Martin, R. R., Lai, Y. and Wang, A. 2013. SuperMatching: feature matching using supersymmetric geometric constraints. IEEE Transactions on Visualization and Computer Graphics 19(11), pp. 1885-1894. (10.1109/TVCG.2013.15)
- Mohd Anuar, F., Setchi, R. and Lai, Y. 2013. Trademark image retrieval using an integrated shape descriptor. Expert Systems with Applications 40(1), pp. 105-121. (10.1016/j.eswa.2012.07.031)
- Quinn, J. A., Sun, F., Langbein, F. C., Lai, Y., Wang, W. and Martin, R. R. 2012. Improved initialisation for centroidal Voronoi tessellation and optimal Delaunay triangulation. Computer-Aided Design 44(11), pp. 1062-1071. (10.1016/j.cad.2012.05.002)
- Lai, Y. and Martin, R. R. 2012. Vertex location optimisation for improved remeshing. Graphical Models 74(4), pp. 233-243. (10.1016/j.gmod.2012.04.011)
- Gao, L., Zhang, G. and Lai, Y. 2012. L p shape deformation. Science China Information Sciences 55(5), pp. 983-993. (10.1007/s11432-012-4574-y)
- Zhang, G., Du, S., Lai, Y., Ni, T. and Hu, S. 2011. Sketch guided solid texturing. Graphical Models 73(3), pp. 59-73. (10.1016/j.gmod.2010.10.006)
- Lai, Y., Kobbelt, L. and Hu, S. 2010. Feature aligned quad dominant remeshing using iterative local updates. Computer-Aided Design 42(2), pp. 109-117. (10.1016/j.cad.2009.02.017)
- Lai, Y., Jin, M., He, Y., Palacios, J., Zhang, E., Hu, S. M. and Gu, X. 2010. Metric-driven RoSy field design and remeshing. IEEE Transactions on Visualization and Computer Graphics 16(1), pp. 95-108. (10.1109/TVCG.2009.59)
- Shen, C., Zhang, G., Lai, Y., Hu, S. and Martin, R. R. 2010. Harmonic Field Based Volume Model Construction from Triangle Soup. Journal of Computer Science and Technology 25(3), pp. 562-571. (10.1007/s11390-010-9345-x)
- Lai, Y., Hu, S., Martin, R. R. and Rosin, P. L. 2009. Rapid and effective segmentation of 3D models using random walks. Computer Aided Geometric Design 26(6), pp. 665-679. (10.1016/j.cagd.2008.09.007)
- Lai, Y., Hu, S. and Martin, R. R. 2009. Automatic and topology-preserving gradient mesh generation for image vectorization. ACM Transactions on Graphics 28(3), article number: 85. (10.1145/1531326.1531391)
- Liu, Y. -., Lai, Y. and Hu, S. 2009. Stripification of free-form surfaces with global error bounds for developable approximation. IEEE Transactions on Automation Science and Engineering 6(4), pp. 700-709. (10.1109/TASE.2008.2009926)
- Lai, Y., Zhou, Q., Hu, S., Wallner, J. and Pottmann, H. 2007. Robust Feature Classification and Editing. IEEE Transactions on Visualization and Computer Graphics 13(1), pp. 34-45. (10.1109/TVCG.2007.19)
- Pottmann, H., Wallner, J., Yang, Y., Lai, Y. and Hu, S. 2007. Principal curvatures from the integral invariant viewpoint. Computer Aided Geometric Design 24(8-9), pp. 428-442. (10.1016/j.cagd.2007.07.004)
- Lai, Y., Hu, S. and Martin, R. R. 2006. Surface mosaics. The Visual Computer 22(9-11), pp. 604-611. (10.1007/s00371-006-0047-x)
- Lai, Y., Hu, S. and Pottmann, H. 2006. Surface fitting based on a feature sensitive parametrization. Computer-Aided Design 38(7), pp. 800-807. (10.1016/j.cad.2006.04.007)
Book sections
- Yi, R., Liu, Y., Lai, Y. and Rosin, P. L. 2024. Generating artistic portrait drawings from images. In: Lyu, Z. ed. Applications of Generative AI. Springer, pp. 437-460., (10.1007/978-3-031-46238-2_22)
- Lai, Y. and Rosin, P. L. 2013. Non-photorealistic rendering with reduced colour palettes. In: Rosin, P. L. and Collomosse, J. eds. Image and Video-Based Artistic Stylisation., Vol. 42. Computational Imaging and Vision Vol. 42. Springer, pp. 211-236., (10.1007/978-1-4471-4519-6_11)
- Zang, Y., Liu, Y. and Lai, Y. 2008. Note on industrial applications of Hu's surface extension algorithm. In: Chen, F. and Juttler, B. eds. Advances in geometic modelling and processing. Lecture notes in computer science Vol. 4975. Springer, pp. 304-314., (10.1007/978-3-540-79246-8_23)
Conferences
- Wu, J., Lai, Y., Xu, M., Herbert, P. and Ji, Z. 2025. RGB-D video mirror detection. Presented at: WACV 2025, Tucson, Arizona, 28 February - 04 March 2025.
- Yang, Y., Feng, Q., Lai, Y. and Li, K. 2024. R2Human: Real-time 3D human appearance rendering from a single image. Presented at: IEEE International Symposium on Mixed and Augmented Reality (ISMAR), Bellevue, WA, USA, 21-25 October 2024Proceedings of International Symposium on Mixed and Augmented Reality. IEEE pp. 1187-1196., (10.1109/ISMAR62088.2024.00135)
- Wang, Y., Ma, J., Shao, R., Feng, Q., Lai, Y. and Li, K. 2024. HumanCoser: Layered 3D human generation via semantic-aware diffusion model. Presented at: IEEE International Symposium on Mixed and Augmented Reality (ISMAR), Bellevue, WA, USA, 21-25 October 2024Proceedings of International Symposium on Mixed and Augmented Reality. IEEE pp. 436-445., (10.1109/ISMAR62088.2024.00058)
- Yang, Y., Feng, Q., Lai, Y. and Li, K. 2024. Real-time 3D human reconstruction and rendering system from a single RGB camera. Presented at: SA '24: SIGGRAPH Asia 2024 Technical Communications, Tokyo, Japan, 3-6 December 2024 Presented at Igarashi, T. and Hu, R. eds.SA '24: SIGGRAPH Asia 2024 Technical Communications. New York: ACM, (10.1145/3681758.3697993)
- Yi, R., Zhu, H., Hu, T., Lai, Y. and Rosin, P. 2024. AesStyler: Aesthetic guided universal style transfer. Presented at: ACM Multimedia 2024, Melbourne, Australia, 28 October - 1 November 2024MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. ACM pp. 9789-9798., (10.1145/3664647.3680784)
- Zhang, S., Huang, J., Yue, L., Zhang, J., Liu, J., Lai, Y. and Zhang, S. 2024. SceneExpander: Real-time scene synthesis for interactive floor plan editing. Presented at: ACM Multimedia 2024, Melbourne, Australia, 28 October - 1 November 2024MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. ACM pp. 6232-6240., (10.1145/3664647.3680798)
- Xu, T., Hu, W., Lai, Y., Shan, Y. and Zhang, S. 2024. Texture-GS: Disentangling the geometry and texture for 3D gaussian splatting editing. Presented at: European Conference on Computer Vision (ECCV), Milan, Italy, 29 September - 04 October 2024Computer Vision – ECCV 2024, Vol. 15083. Springer pp. 37-53., (10.1007/978-3-031-72698-9_3)
- Njuod, A., Wu, J., Lai, Y. and Ji, Z. 2024. GRPSNET: Multi-class part parsing based on graph reasoning. Presented at: IEEE Conference on Multimedia Expo 2024, Niagara Falls, Canada, 15-19 July 2024IEEE International Conference on Multimedia and Expo (ICME). IEEE pp. 1-10., (10.1109/ICME57554.2024.10687831)
- Wu, J., Lai, Y., Xu, M. and Ji, Z. 2024. Fusion of short-term and long-term attention for video mirror detection. Presented at: IEEE Conference on Multimedia Expo 2024, Niagara Falls, Canada, 15-19 July 20242024 IEEE International Conference on Multimedia and Expo (ICME). IEEE pp. 1-9., (10.1109/icme57554.2024.10688367)
- Cai, Z., Jiang, K., Chen, S., Lai, Y., Fu, H., Shi, B. and Gao, L. 2024. Real-time 3D-aware portrait video relighting. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 17-21 June 2024Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 6221-6231., (10.1109/CVPR52733.2024.00595)
- Zuo, R. et al. 2024. SceneDiff: Generative scene-level image retrieval with text and sketch using diffusion models. Presented at: International Joint Conference on Artificial Intelligence, Jeju, South Korea, 3-9 August 2024 Presented at Larson, K. ed.Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence. pp. 1825-1833., (10.24963/ijcai.2024/202)
- Yang, H., Zheng, M., Ma, C., Lai, Y., Wan, P. and Huang, H. 2024. VRMM: A volumetric relightable morphable head model. Presented at: ACM SIGGRAPH 2024, Denver, USA, 28 July - 01 August 2024. , (10.1145/3641519.3657406)
- Goddard, P., Verdezoto, N., Margrain, T. H., Lai, Y. and Eslambolchilar, P. 2024. Seeing art differently: design considerations to improve visual art engagement for people with low vision. Presented at: ACM Designing Interactive Systems Conference, Copenhagen, Denmark, 1-5 July 2024 Presented at Vallgarda, A. et al. eds.Proceedings of the 2024 ACM Designing Interactive Systems Conference. New York, US: ACM pp. 2820-2832., (10.1145/3643834.3660675)
- Wen, Q., Tafrishi, S. A., Ji, Z. and Lai, Y. 2024. Defining the ideal criteria for stable skeletonisation in object point clouds. Presented at: 40th Anniversary of the IEEE Conference on Robotics and Automation (ICRA@40), Rotterdam, Netherlands, 23-26 September 2024.
- Wen, Q., Tafrishi, S., Ji, Z. and Lai, Y. 2024. What criteria define an ideal skeletonisation reference in object point clouds?. Presented at: TAROS (Towards Autonomous Robotic Systems), London, UK, 21-23 August 2024.
- Fu, R., Zhang, Y., Yang, J., Sun, J., Zhang, F., Lai, Y. and Gao, L. 2024. ROSA-Net: Rotation-Robust Structure-Aware Network for fine-grained 3D shape retrieval. Presented at: Computational Visual Media Conference 2024, Wellington, New Zealand, 10-12 April 2024Computational Visual Media. CVM 2024, Vol. 14592. Lecture Notes in Computer Science Singapore: Springer pp. 295-319., (10.1007/978-981-97-2095-8_16)
- Hu, H. et al. 2024. SpaceGTN: A time-agnostic graph transformer network for handwritten diagram recognition and segmentation. Presented at: The Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24), 20-27 February 2024, Vol. 38. Vol. 3. Association for the Advancement of Artificial Intelligence pp. 2211-2219., (10.1609/aaai.v38i3.27994)
- Zhou, F., Shen, P., Dai, J., Jiang, N., Lai, Y. and Rosin, P. 2024. AHRNet: Attention and heatmap-based regressor for hand pose estimation and mesh recovery. Presented at: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, 14-19 April 2024Proceedings International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, (10.1109/ICASSP48485.2024.10446600)
- Lyu, H., Elangovan, H., Rosin, P. and Lai, Y. 2024. SCD: Statistical color distribution-based objective image colorization quality assessment. Presented at: Computer Graphics International, Geneva, Switzerland, 1-5 July 2024.
- Kou, S., Zhang, F., Lai, Y. and Dodgson, N. A. 2024. Neural panoramic representation for spatially and temporally consistent 360◦ video editing. Presented at: IEEE International Symposium on Mixed and Augmented Reality (ISMAR), Seattle, USA, 21-25 October 2024.
- Liang, Y., Wu, J., Lai, Y. and Qin, Y. 2024. Efficient precision and recall metrics for assessing generative models using hubness-aware sampling. Presented at: The Forty-first International Conference on Machine Learning (ICML), Vienna, Austria, 21-27 July 2024, Vol. 235. pp. 29682-29699.
- Hu, T., Yi, R., Qian, B., Zhang, J., Rosin, P. and Lai, Y. 2024. SuperSVG: Superpixel-based scalable vector graphics synthesis. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 17-21 June 2024.
- Zhu, H., Chong, J. I., Hu, T., Yi, R., Lai, Y. and Rosin, P. L. 2024. SAMVG: A multi-stage image vectorization model with the segment-anything model. Presented at: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, 14-19 April, 2024.
- Wang, T., Wu, J., Ji, Z. and Lai, Y. 2024. Sparse Convolutional Networks for Surface Reconstruction from Noisy Point Clouds. Presented at: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, 4-8 January 2024.
- Sun, J., Wu, J., Ji, Z. and Lai, Y. 2024. RSMPNet: Relationship guided semantic map prediction. Presented at: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, 4-8 January 2024.
- Xia, M. et al. 2023. FEditNet: few-shot editing of latent semantics in GAN spaces. Presented at: 37th AAAI Conference on Artificial Intelligence, Washington, DC, USA, 7-14 Feb 2023.
- Li, R., Zhang, L., Li, C., Lai, Y. and Gao, L. 2023. E3Sym: Leveraging E(3) invariance for unsupervised 3D planar reflective symmetry detection. Presented at: International Conference on Computer Vision (ICCV), Paris, France, 2-6 October 2023Proceedings of IEEE/CVF International Conference on Computer Vision. IEEE pp. 14497-14507., (10.1109/ICCV51070.2023.01337)
- Song, S., Liang, Y., Wu, J., Lai, Y. and Qin, Y. 2023. Feature proliferation — the "cancer" in StyleGAN and its treatments. Presented at: International Conference on Computer Vision (ICCV) 2023, Paris, France, October 1 - 6, 2023Proceedings of IEEE/CVF International Conference on Computer Vision. IEEE pp. 2360-2370., (10.1109/ICCV51070.2023.00224)
- Li, B., Xue, K., Lui, B. and Lai, Y. 2023. BBDM: Image-to-image translation with Brownian bridge diffusion models. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 18-22 June 2023Proceedings of Conference on Computer Vision and Pattern Recognition, Vol. 2023. IEEE pp. 1952-1961., (10.1109/CVPR52729.2023.00194)
- Huang, Y., Cao, Y., Lai, Y., Shan, Y. and Lin, G. 2023. NeRF-Texture: Texture synthesis with neural radiance fields. Presented at: ACM SIGGRAPH, Los Angeles, CA, USA, 6-10 August 2023.
- Tong, W., Jia-Mu, J., Lai, Y. and Lin, G. 2023. DE-NeRF: DEcoupled Neural Radiance Fields for view-consistent appearance editing and high-frequency environmental relighting. Presented at: ACM SIGGRAPH, Los Angeles, CA, USA, 6-10 August 2023.
- Alsudays, N., Wu, J., Lai, Y. and Ji, Z. 2023. Afpsnet: multi-class part parsing based on scaled attention and feature fusion. Presented at: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii,, 3-7 Jan 20232023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE pp. 4022-4031., (10.1109/WACV56688.2023.00402)
- Sun, X., Feng, Q., Li, X., Zhang, J., Lai, Y., Yang, J. and Li, K. 2023. Learning semantic-aware disentangled representation for flexible 3D human body editing. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 18-22 June 2023.
- Wen, H., Huang, J., Cui, H., Lin, H., Lai, Y., Fang, L. and Li, K. 2023. Crowd3D: Towards hundreds of people reconstruction from a single image. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 18-22 June 2023.
- Xu, T., Guo, Y., Lai, Y. and Zhang, S. 2023. CXTrack: Improving 3D point cloud tracking with contextual information. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 18-22 June 2023.
- Yi, R., Tian, H., Gu, Z., Lai, Y. and Rosin, P. L. 2023. Towards artistic image aesthetics assessment: a large-scale dataset and a new method. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 18-22 June 2023.
- Wang, T., Wu, J., Ji, Z. and Lai, Y. 2023. RPS-Net: Indoor scene point cloud completion using RBF-point sparse convolution. Presented at: EG UK Computer Graphics & Visual Computing, Aberystwyth, UK, 14-15 September 2023Proceedings EG UK Computer Graphics & Visual Computing. Eurographics - The European Association for Computer Graphics, (10.2312/cgvc.20231188)
- Alhamazani, F., Rosin, P. and Lai, Y. 2023. An Image-based model for 3D shape quality measure. Presented at: EG UK Computer Graphics & Visual Computing, Aberystwyth, UK, 14-15 September 2023Proceedings EG UK Computer Graphics & Visual Computing. Eurographics - The European Association for Computer Graphics, (10.2312/cgvc.20231187)
- Xu, T., Guo, Y., Lai, Y. and Zhang, S. 2023. MBPTrack: Improving 3D point cloud tracking with memory networks and box priors. Presented at: International Conference on Computer Vision (ICCV), Paris, France, 1-6 October 2023Proceedings of IEEE/CVF International Conference on Computer Vision. IEEE pp. 9877-9886., (10.1109/ICCV51070.2023.00909)
- Jiang, C., Yang, J., He, S., Lai, Y. and Gao, L. 2023. NeuralSlice: Neural 3D triangle mesh reconstruction via slicing 4D tetrahedral meshes. Presented at: International Conference on Machine Learning (ICML), Honolulu, Hawaii, USA, 23-29 July 2023Proceedings of the 40th International Conference on Machine Learning, Vol. 202. pp. 15170-15185.
- Yang, H. et al. 2023. Towards practical capture of high-fidelity relightable avatars. Presented at: ACM SIGGRAPH Asia 2023, Sydney, Australia, 12-15 December 2023SA Conference Papers ’23. ACM, (10.1145/3610548.3618138)
- Sun, J., Wu, T., Yang, Y., Lai, Y. and Gao, L. 2023. SOL-NeRF: Sunlight modeling for outdoor scene decomposition and relighting. Presented at: ACM SIGGRAPH Asia 2023, Sydney, Australia, 12-15 December 2023SA Conference Papers ’23. ACM, (10.1145/3610548.3618143)
- Yang, X., Ji, Z., Wu, J. and Lai, Y. 2022. Abstract demonstrations and adaptive exploration for efficient and stable multi-step sparse reward reinforcement learning. Presented at: 27th IEEE International Conference on Automation and Computing (ICAC2022), Bristol, United Kingdom, 1-3 September 20222022 27th International Conference on Automation and Computing (ICAC). IEEE, (10.1109/ICAC55051.2022.9911100)
- Kong, M., Huo, J., Li, W., Wu, J., Lai, Y. and Gao, Y. 2022. Playing lottery tickets in style transfer models. Presented at: MM '22: The 30th ACM International Conference on Multimedia, 10-14 October 2022M4MM '22: Proceedings of the 1st International Workshop on Methodologies for Multimedia. New York, NY, USA: ACM pp. 15-23., (10.1145/3552487.3556440)
- Zhao, H., Zhang, J., Lai, Y., Zheng, Z., Xie, Y., Liu, Y. and Li, K. 2022. High-fidelity human avatars from a single RGB camera. Presented at: 2022 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, LA, USA, 19-24 June 20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE:, (10.1109/CVPR52688.2022.01544)
- Yuan, Y., Sun, Y., Lai, Y., Ma, Y., Jai, R. and Gao, L. 2022. NeRF-editing: geometry editing of neural radiance fields. Presented at: 2022 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, LA, USA, 19-24 June 20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, (10.1109/CVPR52688.2022.01781)
- Qiao, F., Liu, Y., Lai, Y., Yang, J. and Li, K. 2022. FOF: Learning Fourier Occupancy Field for monocular real-time human reconstruction. Presented at: Thirty-Sixth Conference on Neural Information Processing Systems (NeurIPS), New Orleans, Louisana, USA, 28 Nov- 11 Dec 2022.
- Yi, R., Ye, Z., Fan, R., Shu, Y., Liu, Y., Lai, Y. and Rosin, P. L. 2022. Animating portrait line drawings from a single face photo and a speech signal. Presented at: ACM SIGGRAPH, Vancouver, Canada, 7 - 11 August 2022SIGGRAPH ’22 Conference Proceedings. ACM pp. 1-8., (10.1145/3528233.3530720)
- Huang, Y., He, Y., Yuan, Y., Lai, Y. and Gao, L. 2022. StylizedNeRF: consistent 3D scene stylization as stylized NeRF via 2D-3D mutual learning. Presented at: 2022 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, LA, United States of America, 19-24 June 2022.
- Wang, Z., Xie, Q., Lai, Y., Wu, J., Long, K. and Wang, J. 2022. MLVSNet: Multi-level Voting Siamese Network for 3D visual tracking. Presented at: CVF/IEEE International Conference on Computer Vision (ICCV 2021), Montreal, QC, Canada, 10-17 October 20212021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE pp. 3081-3090., (10.1109/ICCV48922.2021.00309)
- Lin, M., Yang, J., Wang, H., Lai, Y., Jia, R., Zhao, B. and Gao, L. 2022. Single image 3D shape retrieval viaCross-Modal instance and category contrastive learning. Presented at: CVF/IEEE International Conference on Computer Vision (ICCV 2021), Montreal, QC, Canada, 11-17 October 20212021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE pp. 11385-11395., (10.1109/ICCV48922.2021.01121)
- Liang, Y., Wu, J., Lai, Y. and Qin, Y. 2022. Exploring and exploiting hubness priors for high-quality GAN latent sampling. Presented at: The 39th International Conference on Machine Learning (ICML 2022), Baltimore, Maryland USA, 17-23 July 2022, Vol. 162.
- Alfarasani, D. A., Sweetman, T., Lai, Y. and Rosin, P. L. 2022. Learning to predict 3D Mesh saliency. Presented at: International Conference on Pattern Recognition, Montreal, Canada, 21-25 August 2022.
- Cui, H., Yang, J., Lai, Y. and Li, K. 2022. Monocular 3D face reconstruction with joint 2D and 3D constraints. Presented at: CAAI International Conference on Artificial Intelligence, Beijing, China, 27-28 August, 2022.
- Dongyu, S., Lai, Y., Gaoxiong, Y. and Kun, X. 2021. Hierarchical layout-aware graph convolutional network for unified aesthetics assessment. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition, Virtual/10.1109/CVPR46437.2021.00837, 20-25 June 20212021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, (10.1109/CVPR46437.2021.00837)
- Zhang, J., Li, K., Lai, Y. and Yang, J. 2021. PISE: person image synthesis and editing with decoupled GAN. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition, Virtual, 19-25 June 20212021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
- Yang, X., Ji, Z., Wu, J. and Lai, Y. 2021. An open-source multi-goal reinforcement learning environment for robotic manipulation with Pybullet. Presented at: 21st Towards Autonomous Robotic Systems Conference (TAROS 2021), Virtual, 8-10 September 2021 Presented at Fox, C. et al. eds.Towards Autonomous Robotic Systems. TAROS 2021. Lecture Notes in Computer Science Springer pp. 14-24.
- Xie, Q., Lai, Y., Wu, J., Wang, Z., Lu, D., Wei, M. and Wang, J. 2021. VENet: Voting Enhancement Network for 3D object detection. Presented at: CVF/IEEE International Conference on Computer Vision (ICCV 2021), Virtual, 11-17 October 2021.
- Huo, J., Jin, S., Li, W., Wu, J., Lai, Y., Shi, Y. and Gao, Y. 2021. Manifold alignment for semantically aligned style transfer. Presented at: CVF/IEEE International Conference on Computer Vision (ICCV 2021), Virtual, 11-17 October 2021.
- Eslambolchilar, P., Margrain, T., Htike, H. M. and Lai, Y. 2021. Augmented reality glasses as a mobility aid for people with low vision: a feasibility study of experiences and requirements. Presented at: ACM CHI Conference on Human Factors in Computing Systems, Yokohama, Japan, 8-13 May 2021CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. ACM pp. 729., (10.1145/3411764.3445327)
- Chen, L., Li, Y., Du, H. and Lai, Y. 2021. Solar radiation nowcasting through advanced CNN model integrated with ResNet structure. Presented at: Building Simulation 2021, Bruges, Belgium, 1-3 September 2021Proceedings 17th International Conference of the International Building Performance Simulation Association (Building Simulation 2021). International Building Performance Simulation Association
- Xie, Q., Lai, Y., Wu, J., Wang, Z., Zhang, Y., Xu, K. and Wang, J. 2020. MLCVNet: multi-level context VoteNet for 3D object detection. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition, Seattle, WA, USA, 13-19 June 20202020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE pp. 10444-10453., (10.1109/CVPR42600.2020.01046)
- Yi, R., Liu, Y., Lai, Y. and Rosin, P. L. 2020. Unpaired portrait drawing generation via asymmetric cycle mapping. Presented at: Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Washington, USA, 16-18 June 2020.
- Yuan, Y., Lai, Y., Yang, J., Duan, Q., Fu, H. and Gao, L. 2020. Mesh variational autoencoders with edge contraction pooling. Presented at: CVPR Workshop on Learning 3D Generative Models, Seattle, WA, USA, 14 June 2020.
- Liu, F. et al. 2020. SceneSketcher: fine-grained image retrieval with scene sketches. Presented at: 2020 European Conference on Computer Vision (ECCV), Glasgow, Scotland, 23-28 August 2020.
- Dyke, R. M. et al. 2020. SHREC'20: Non-rigid shape correspondence of physically-based deformations. Presented at: Eurographics Workshop on 3D Object Retrieval, Graz, Austria, 4-5 September 2020.
- Yang, S., Kuang, Z., Cao, Y., Lai, Y. and Hu, S. 2019. Probabilistic projective association and semantic guided relocalization for dense reconstruction. Presented at: IEEE International Conference on Robotics and Automation (ICRA), Montreal, Canada, 20-24 May 2019.
- Dyke, R., Stride, C., Lai, Y. and Rosin, P. 2019. SHREC-19: Shape correspondence with isometric and non-isometric deformations. Presented at: Eurographics Workshop on 3D Object Retrieval, Genova, Italy, 5-6 May 2019.
- Wu, X., Zhan, C., Lai, Y., Ming-Ming, C. and Yang, J. 2019. IP102: A large-scale benchmark dataset for insect pest recognition. Presented at: CVPR 2019, Long Beach, CA, USA, 16-20 June 2019.
- Yuan, C., Li, K., Lai, Y. and Yang, J. 2019. 3D face representation and reconstruction with multi-scale graph convolutional autoencoders. Presented at: IIEEE International Conference on Multimedia and Expo (ICME) 2019, Shanghai, China, 8-12 July 2019.
- Wu, Z., Li, K., Lai, Y. and Yang, J. 2019. Global as-conformal-as-possible non-rigid registration of multi-view scans. Presented at: IEEE International Conference on Multimedia and Expo, Shanghai, China, 8-12 July 2019.
- Yi, R., Liu, Y., Lai, Y. and Rosin, P. 2019. APDrawingGAN: Generating artistic portrait drawings from face photos with hierarchical GANs. Presented at: CVPR 2019, Long Beach, California, USA, 16-20 June 2019.
- Liu, F., Deng, X., Lai, Y., Liu, Y., Ma, C. and Wang, H. 2019. SketchGAN: Joint sketch completion and recognition with generative adversarial network. Presented at: CVPR, Long Beach, California, USA, 16-20 June 2019.
- Wang, T., Vladimirov, K., Goh, S., Lai, Y., Xie, X. and Tam, G. K. L. 2019. Robust and flexible puzzle solving with corner-based cycle consistent correspondences. Presented at: EG UK Computer Graphics & Visual Computing, Bangor, UK, 12-13 September 2019 Presented at Tam, G. K. L. and Roberts, J. C. eds.EG UK Computer Graphics & Visual Computing. The Eurographics Association
- Meng, H., Gao, L., Lai, Y. and Manocha, D. 2019. VV-NET: Voxel VAE Net with group convolutions for point cloud segmentation. Presented at: IEEE International Conference on Computer Vision (ICCV), Seoul, Korea, 27 October - 2 November 2019.
- Huang, J., Yang, S., Zhao, Z., Lai, Y. and Hu, S. 2019. ClusterSLAM: A SLAM backend for simultaneous rigid body clustering and motion estimation. Presented at: IEEE International Conference on Computer Vision (ICCV), Seoul, Korea, 27 October - 2 November 20192019 IEEE/CVF International Conference on Computer Vision (ICCV) Proceedings. IEEE, (10.1109/ICCV.2019.00597)
- Wu, X., Wen, N., Liang, J., Lai, Y., She, D., Cheng, M. and Yang, J. 2019. Joint acne image grading and counting via label distribution learning. Presented at: IEEE International Conference on Computer Vision (ICCV), Seoul, Korea, 27 October - 2 November 2019.
- Yao, X., She, D., Zhao, S., Liang, J., Lai, Y. and Yang, J. 2019. Attention-aware polarity sensitive embedding for affective image retrieval. Presented at: IEEE International Conference on Computer Vision (ICCV), Seoul, Korea, 27 October - 2 November 2019.
- Jufeng, Y., Dongyu, S., Lai, Y., Rosin, P. and Ming-Hsuan, Y. 2018. Weakly supervised coupled networks for visual sentiment analysis. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Lake Salt City, UT, USA, 18-22 Jun 2018IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops.
- Lai, Y., Echavaarria, K., Song, R. and Rosin, P. 2018. An image-based approach for detecting faces carved in heritage monuments. Presented at: EUROGRAPHICS Workshop on Graphics and Cultural Heritage, Vienna, Austria, 12-15 Nov 2018Eurographics Workshop on Graphics and Cultural Heritage. The Eurographics Association pp. 215-219.
- Han, Y., Li, B., Lai, Y. and Liu, Y. 2018. CFD: a collaborative feature difference method for spontaneous micro-expression spotting. Presented at: IEEE International Conference on Image Processing, Athens, Greece, 7-10 October 20182018 25th IEEE International Conference on Image Processing (ICIP). IEEE pp. 1942-1946., (10.1109/ICIP.2018.8451065)
- Yi, R., Yong-Jin, L. and Lai, Y. 2018. Evaluation on the compactness of supervoxels. Presented at: IEEE International Conference on Image Processing, Athens, Greece, 7-10 October 20182018 25th IEEE International Conference on Image Processing (ICIP). IEEE, (10.1109/ICIP.2018.8451659)
- Qiao, Y., Gao, L., Lai, Y., Zhang, F., Yuan, M. and Xia, S. 2018. SF-Net: Learning scene flow from RGB-D images with CNNs. Presented at: 29th British Machine Vision Conference (BMVC), Newcastle, UK, 3-6 September 2018.
- Chen, Y., Lai, Y. and Liu, Y. 2018. CartoonGAN: generative adversarial networks for photo cartoonization. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Lake Salt City, USA, 18-22 Jun 2018.
- Chen, S., Gao, L., Lai, Y., Rosin, P. and Xia, S. 2018. Real-time 3D face reconstruction and gaze tracking for virtual reality. Presented at: IEEE Conference on Virtual Reality and 3D User Interfaces, Reutlingen, Germany, 18-22 March 2018. pp. -.
- Yi, R., Liu, Y. and Lai, Y. 2018. Content-sensitive Supervoxels via uniform tessellations on video manifolds. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Lake Salt City, USA, 18-22 June 2018.
- Wu, Q., Zhang, J., Lai, Y., Zheng, J. and Cai, J. 2018. Alive caricature from 2D to 3D. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Lake Salt City, USA, 18-22 Jun 2018.
- Tan, Q., Gao, L., Lai, Y. and Xia, S. 2018. Variational autoencoders for deforming 3D mesh models. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Lake Salt City, USA, 18-22 Jun 2018.
- Langenfeld, F. et al. 2018. SHREC 2018 - Protein Shape Retrieval. Presented at: EG workshop 3D Object Retrieval, Delft, the Netherlands, 16 April 2018.
- Wang, T., George, D., Lai, Y., Xie, X. and Tam, G. K. 2018. Consistent segment-wise matching with multi-layer graphs. Presented at: EG UK Computer Graphics & Visual Computing, Swansea, UK, 13-14 September 2018.
- Guo, D., Li, K., Lai, Y. and Yang, J. 2017. Global alignment of deformable objects captured by a single RGB-D camera. Presented at: IEEE International Conference on Multimedia and Expo (ICME), Hong Kong, China, 10-14 July 20172017 IEEE International Conference on Multimedia and Expo (ICME). IEEE pp. 1554-1559., (10.1109/ICME.2017.8019318)
- Li, K., Wang, M., Lai, Y., Yang, J. and Wu, F. 2017. 3-D motion recovery via low rank matrix restoration on articulation graphs. Presented at: IEEE International Conference on Multimedia and Expo (ICME), Hong Kong, China, 10-14 July 20172017 IEEE International Conference on Multimedia and Expo (ICME). IEEE pp. 721-726., (10.1109/ICME.2017.8019486)
- Abdulmunem, A., Lai, Y. and Sun, X. 2017. 3D GLOH features for human action recognition. Presented at: International Conference on Pattern Recognition, Cancun, Mexico, 4-8 December 20162016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, New Jersey: IEEE pp. 805-810., (10.1109/ICPR.2016.7899734)
- Yang, C., Yong-Jin, L. and Lai, Y. 2017. Learning to rank retargeted images. Presented at: IEEE Conference on Computer Vision and Pattern Recognition, Honolulu, Hawaii, USA, 21-26 July 2017.
- Wang, M., Li, K., Wu, F., Lai, Y. and Jingyu, Y. 2017. 3-D motion recovery via low rank matrix analysis. Presented at: IEEE International Conference on Visual Communications and Image Processing (VCIP), Chengdu, China, 27-30 November 20162016 Visual Communications and Image Processing (VCIP). IEEE pp. 1-4., (10.1109/VCIP.2016.7805473)
- Chen, Y., Lai, Y. and Liu, Y. 2017. Transforming photos to comics using convolutional neural networks. Presented at: IEEE International Conference on Image Processing (ICIP), Beijing, China, 17-20 Sep 2017.
- Rosin, P. and Lai, Y. 2017. Watercolour rendering of portraits. Presented at: PSIVT Vision meets Graphics 2017, Wuhan, China, 21 November 2017.
- Tan, Q., Gao, L., Lai, Y., Yang, J. and Xia, S. 2017. Mesh-based autoencoders for localized deformation component analysis. Presented at: AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, USA, 2-7 February 2018.
- Yang, J., She, D., Lai, Y. and Yang, M. 2017. Retrieving and classifying affective Images via deep metric learning. Presented at: AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, USA, 2-7 February 2018.
- Liu, C., Rosin, P. L., Lai, Y., Davis, G. R., Mills, D. and Norton, C. 2016. Recovering historical film footage by processing microtomographic images. Presented at: EuroMed 2016: Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection, Nicosia, Cyprus, 31 October -5 November 2016 Presented at Ioannides, M. et al. eds.6th International Conference, EuroMed 2016, Nicosia, Cyprus, October 31 – November 5, 2016, Proceedings, Part I. Lecture Notes in Computer Science Springer Verlag pp. 219-231., (10.1007/978-3-319-48496-9_18)
- Liu, C., Rosin, P. L., Lai, Y. and Hu, W. 2015. Robust segmentation of historical parchment XMT images for virtual unrolling. Presented at: Digital Heritage, Granada, Spain, 28 Sep - 2 Oct 2015.
- Rosin, P. and Lai, Y. 2015. Non-photorealistic rendering of portraits. Presented at: Expressive 2015: The Joint Symposium on Computational Aesthetics and Sketch-Based Interfaces and Modeling and Non-Photorealistic Animation and Rendering, Istanbul, Turkey, 20-22 June 2015.
- Mills, D., Davis, G. R., Lai, Y. and Rosin, P. L. 2014. Apocalypto: revealing lost text with XMT. Presented at: Developments in X-Ray Tomography IX, San Diego, California, August 17, 2014Proc. SPIE 9212,, Vol. 9212. Developments in X-Ray Tomography Vol. IX. San Diego, California: SPIE pp. 921210., (10.1117/12.2061956)
- Mohd Anuar, F., Setchi, R. and Lai, Y. 2014. Trademark retrieval based on phonetic similarity. Presented at: 2014 IEEE International Conference on Systems, Man and Cybernetics (SMC), San Diego, CA, 5-8 October, 20152014 IEEE International Conference on Systems, Man and Cybernetics (SMC). IEEE pp. 1642-1647., (10.1109/SMC.2014.6974151)
- Mohd Anuar, F., Setchi, R. and Lai, Y. 2013. A conceptual model of a trademark retrieval system based on conceptual similarities. Presented at: 17th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Kitakyushu, Japan, 9 -12 September 201317th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems: Invited Session Proceedings. pp. 300-309.
- Rosin, P. L. and Lai, Y. 2013. Non-photorealistic rendering with spot colour. Presented at: SBIM-NPAR: Non-Photorealistic Animation and Rendering, Anaheim, CA, USA, 19-21 July 2013Proceedings of the Symposium on Computational Aesthetics. New York, NY: ACM pp. 67-75., (10.1145/2487276.2487280)
- Chen, Y., Lai, Y., Cheng, Z., Martin, R. R. and Jin, S. 2013. A data-driven approach to efficient character articulation. Presented at: 2013 International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics), Guangzhou, China, 16-18 Nov 2013Computer-Aided Design and Computer Graphics (CAD/Graphics), 2013 International Conference on. IEEE pp. 32-37., (10.1109/CADGraphics.2013.11)
- Samko, O., Lai, Y., Marshall, A. D. and Rosin, P. L. 2011. Segmentation of parchment scrolls for virtual unrolling. Presented at: BMVC 2011: The 22nd British Machine Vision Conference, Dundee, UK, 29 August - 2 September 2011 Presented at Hoey, J., McKenna, S. and Trucco, E. eds.Proceedings of the British Machine Vision Conference. Manchester: BMVA Press pp. 37.1-37.11., (10.5244/C.25.37)
- Lai, Y., Hu, S. and Fang, T. 2009. Robust principal curvatures using feature adapted integral invariants. Presented at: SPM '09 - 2009 SIAM/ACM Joint Conference on Geometric and Physical Modeling, San Francisco, CA, USA, 5-8 October 2009 Presented at Gravesen, J. and Keyser, J. eds.SPM '09 - 2009 SIAM/ACM Joint Conference on Geometric and Physical Modeling. New York: ACM pp. 325-330., (10.1145/1629255.1629298)
- Lai, Y., Liul, Y., Zang, Y. and Hu, S. 2008. Fairing wireframes in industrial surface design. Presented at: 10th International Conference on Shape Modeling and Applications, Stony Brook, NY, USA, 4-6 June 2008IEEE International Conference on Shape Modeling and Applications 2008 Stony Brook, New York, USA, June 4-6, 2008 : proceedings. Los Alamitos, CA, USA: IEEE Computer Society Press pp. 29-35., (10.1109/SMI.2008.4547943)
- Lai, Y., Hu, S., Martin, R. R. and Rosin, P. L. 2008. Fast mesh segmentation using random walks. Presented at: ACM Symposium on Solid and Physical Modeling, Stony Brook, New York, USA, 2-4 June 2008 Presented at Haines, E. and McGuire, M. eds.SPM 2008 Proceedings: ACM Solid and Physical Modeling Symposium, Stony Brook, New York, June 02-04, 2008. Proceedings of the 2008 ACM symposium on Solid and physical modeling New York: ACM pp. 183-192., (10.1145/1364901.1364927)
- Lai, Y., Kobbelt, L. and Hu, S. 2008. An incremental approach to feature aligned quad dominant remeshing. Presented at: SPM '08 - ACM Solid and Physical Modeling Symposium, Stony Brook University, Stony Brook, NY, USA, 2-4 June 2008 Presented at Haines, E. and McGuire, M. eds.SPM '08 Proceedings of the 2008 ACM symposium on Solid and physical modeling. New York: ACM pp. 137-145., (10.1145/1364901.1364921)
- Lai, Y., Zhou, Q., Hu, S. and Martin, R. R. 2006. Feature sensitive mesh segmentation. Presented at: SPM 2006: ACM Symposium on Solid and Physical Modeling, Cardiff, UK, 6-8 June 2006Proceedings, SPM 2006 : ACM Symposium on Solid and Physical Modeling : Cardiff, Wales, United Kingdom, June 06-08, 2006, Vol. SPM06. New York, USA: Association for Computing Machinery pp. 17-25., (10.1145/1128888.1128891)
- Lai, Y., Hu, S., Gu, D. X. and Martin, R. R. 2005. Geometric texture synthesis and transfer via geometry images. Presented at: 2005 ACM Symposium on Solid and Physical Modeling (SPM '05), MIT, Cambridge, MA, USA, 13-15 June 2005 Presented at Kobbelt, L. and Shapiro, V. eds.SPM '05: Proceedings of the 2005 ACM symposium on Solid and physical modeling. New York: ACM pp. 15-26., (10.1145/1060244.1060248)
Ymchwil
Mae fy niddordebau ymchwil yn cynnwys graffeg gyfrifiadurol, modelu a phrosesu geometrig, gweledigaeth gyfrifiadurol a phrosesu delweddau. Mae pynciau penodol fy ymchwil diweddar yn cynnwys Cynhyrchu Cynnwys Gweledol yn Seiliedig ar Ddysgu, Dadansoddi Siâp a Pharu, Cyfrifiadura Gweledol sy'n cael ei Yrru gan Ddata, Arddull Delwedd a Thynnu ac ati.
Prosiectau ymchwil cyfredol a diweddar:
- PHYDL: Dysgu Gwahaniaethadwy wedi'i lywio gan ffiseg ar gyfer trin roboteg o Viscous a Granular Media, EPSRC, 1/2023-1/2025, CoI.
- Sylwadau Deep ar gyfer Dadansoddi ac Ailadeiladu Siapiau 3D gyda Strwythur Cymhleth a Manylion Cyfoethog, Cymrodoriaeth Uwch Newton, 12/2019-3/2024, arweinydd y DU.
- Dadansoddiad strwythurol o fideo 360 gradd stereosgopig ar gyfer realiti cymysg. Y Gymdeithas Frenhinol, 9/2018-8/2023, PI.
Addysgu
Ym mlwyddyn academaidd 2022/23, rwyf yn ymwneud ag addysgu'r modiwlau canlynol:
- CM1208 Mathemateg ar gyfer Cyfrifiadureg (arweinydd modiwl)
- CMT316 Ceisiadau Dysgu Peiriant (rhannu gyda Dr. Y. Qin / Dr. Y. Li, arweinydd modiwl)
- CMT307 Dysgu Peiriant Cymhwysol (wedi'i rannu â Dr. Y. Qin / Dr. Y. Li)
Bywgraffiad
Education and Qualifications
- 2008: PhD (Computer Sceince and Technology), Tsinghua University, China
- 2006: MSc (Computer Science and Technology), Tsinghua University, China
- 2003: BSc (Computer Science and Technology), Tsinghua University, China
Career overview
- 2009 - present: School of Computer Science and Informatics, Cardiff University
Anrhydeddau a dyfarniadau
- Computers & Graphics Valuable Reviewer Award 2013-2014.
- Best paper award at Computational Visual Media (CVM) 2012.
- National Excellent Doctoral Dissertation of China Award, 2010.
- Microsoft Research Asia Fellowship, 2007.
Aelodaethau proffesiynol
- Cymrawd yr Academi Addysg Uwch.
- Aelod o ACM, IEEE, Eurographics ac Asia Graffeg.
- Aelod o Goleg Adolygu Cymheiriaid EPSRC
- Aelod o bwyllgor gweithredol Asia Graphics
Safleoedd academaidd blaenorol
- 2020-presennol: Athro, Prifysgol Caerdydd
- 2018-2020: Darllenydd, Prifysgol Caerdydd
- 2016-2018: Uwch Ddarlithydd, Univesity Caerdydd
- 2009-2016: Darlithydd, Prifysgol Caerdydd
Pwyllgorau ac adolygu
- 2019-2022: Cyfarwyddwr Ymchwil
- 2017-2019: Dirprwy Gyfarwyddwr Ymchwil
- 2017-2018: Dirprwy Gyfarwyddwr Astudiaethau Ymchwil Ôl-raddedig
- 2017-2018: Aelod o'r Tîm Seminar Ysgol
- 2009-2017: Tiwtor Blwyddyn 2, Ysgol Cyfrifiadureg a Gwybodeg
Meysydd goruchwyliaeth
I am interested in supervising PhD students in the areas of:
- 3D geometry analysis and content generation
- Learning-based image enhancement
- Visual content recognition
- Human factors in visual computing
- Visual computing applications, e.g. medical imaging, healthcare, cultural heritage, etc.
Goruchwyliaeth gyfredol
Contact Details
Themâu ymchwil
Arbenigeddau
- Geometreg 3D
- Deallusrwydd artiffisial
- Graffeg cyfrifiadurol
- Golwg cyfrifiadurol
- Dysgu peirianyddol