Professor Yukun Lai
- Available for postgraduate supervision
Teams and roles for Yukun Lai
Overview
My research interests include computer graphics, geometric modelling and processing, computer vision and image processing. Specific topics of my recent research include Generative AI for Visual Data, Shape Analysis and Matching, Image Stylisation and Abstraction, Semantic Understanding of Visual Data, etc.
I was conference co-chair of Eurographics Symposium on Geometry Processing (SGP) 2014, Computational Visual Media (CVM) 2016, program co-chair of Eurographics Workshop on 3D Object Retrieval (3DOR) 2021. I am an associate editor of IEEE Transactions on Visualization and Computer Graphics, The Visual Computer, Computers & Graphics, and programme committee members of many major international conferences.
See also my Personal Homepage.
Publication
2025
- Alhamazani, F. , Rosin, P. L. and Lai, Y. 2025. Canonical pose reconstruction from single depth image for 3D non-rigid pose recovery on limited datasets. Computers & Graphics 132 104370. (10.1016/j.cag.2025.104370)
- Alsudays, N. et al. 2025. Multi-class part parsing based on multi-class boundaries. Presented at: IEEE International Conference on Image Processing Anchorage, AK, USA 14-17 September 2025. 2025 IEEE International Conference on Image Processing (ICIP). IEEE. , pp.2498-2503. (10.1109/icip55913.2025.11084502)
- Bali, A. P. S. et al., 2025. CymruFluency - A fusion technique and a 4D Welsh dataset for Welsh fluency analysis. Presented at: Advanced Concepts for Intelligent Vision Systems (ACIVS) 2025 Tokyo, Japan 28-30 July 2025.
- Chen, W. et al., 2025. Stacked deep fusion GAN for enhanced text-to-image generation. Visual Computer 41 , pp.8947-8960. (10.1007/s00371-025-03908-7)
- Deng, Y. , Lai, Y. and Rosin, P. 2025. CCDb+: Enhanced annotations and multi-modal benchmark for natural dyadic conversations. Presented at: MM '25: The 33rd ACM International Conference on Multimedia Dublin, Ireland 27-31 October 2025. MM '25: Proceedings of the 33rd ACM International Conference on Multimedia. , pp.5657-5666. (10.1145/3746027.3755333)
- Huang, Z. et al., 2025. SketchGPT: A sketch-based multimodal interface for application-agnostic LLM interaction. Presented at: UIST '25: The 38th Annual ACM Symposium on User Interface Software and Technology Busan, Republic of Korea 28 September - 1 October, 2025. Published in: Bianchi, A. et al., UIST '25: Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology. New York, NY: Association for Computing Machinery. (10.1145/3746059.3747598)
- Huo, J. et al., 2025. REST: A resolution preserving metwork for photorealistic style transfer via semantic distillation. Computer Vision and Image Understanding 262 104544. (10.1016/j.cviu.2025.104544)
- Huo, J. et al., 2025. Dictionary based generative adversarial network for multi-collection style transfer. IEEE Transactions on Multimedia (10.1109/TMM.2025.3599024)
- Jiang, K. et al., 2025. NeRFFaceShop: learning a photo-realistic 3D-aware generative model of animatable and relightable heads from large-scale in-the-wild videos. IEEE Transactions on Visualization and Computer Graphics 31 (10), pp.7938-7950. (10.1109/TVCG.2025.3560869)
- Jing, X. et al., 2025. FRNeRF: Fusion and regularization fields for dynamic view synthesis. Computational Visual Media 11 (5), pp.965-981. (10.26599/CVM.2025.9450405)
- Li, B. et al., 2025. Pose-aware 3D talking face synthesis using geometry-guided audio-vertices attention. IEEE Transactions on Visualization and Computer Graphics 31 (3), pp.1758-1771. (10.1109/TVCG.2024.3371064)
- Liu, X. et al., 2025. RESCUE: Crowd evacuation simulation via controlling SDM-united characters. Presented at: International Conference on Computer Vision (ICCV) Honolulu, Hawaii, USA 19-23 October 2025.
- Lyu, H. et al. 2025. SCD: Statistical color distribution-based objective image colorization quality assessment. Presented at: Computer Graphics International Geneva, Switzerland 1-5 July 2024. Advances in Computer Graphics. Vol. 15338.Lecture Notes in Computer Science Springer. , pp.54-67. (10.1007/978-3-031-81806-6_4)
- Lyu, H. et al. 2025. LGA-Net: Learning local and global affinities for sparse scribble based image colorization. Presented at: International Conference on Computer Vision (ICCV) Honolulu, Hawai'i, USA 19-23 Oct 2025. 2025 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE.
- Qiua, C. et al., 2025. Audio-driven emotion-aware 3D talking face generation from single image. Presented at: IEEE International Conference on Multimedia and Expo Nantes, France 30 June - 4 July 2025. 2025 IEEE International Conference on Multimedia and Expo (ICME). IEEE. , pp.1-6. (10.1109/ICME59968.2025.11209335)
- Shi, M. et al., 2025. MGN: Multi-layered garment animation generation neural network. Textile Research Journal (10.1177/00405175251332563)
- Tang, Y. et al., 2025. AttentionPainter: an efficient and adaptive stroke predictor for scene painting. IEEE Transactions on Visualization and Computer Graphics 31 (12), pp.10897-10911. (10.1109/TVCG.2025.3618184)
- Thompson, C. D. J. et al. 2025. Accessible automation: evaluating object segmentation solutions for parent-child interaction research. Presented at: International Conference on Development and Learning 2025 Prague, Czech Republic 16-19 September 2025. Proceedings of the IEEE International Conference on Development and Learning 2025. IEEE. (10.1109/ICDL63968.2025.11204391)
- Wang, H. et al. 2025. TriAlign: revisiting deep functional map from map representation alignment perspectives. Visual Computer 41 (9), pp.6999–7012. (10.1007/s00371-025-04038-w)
- Warren, F. et al. 2025. A feature-driven acquisition strategy using scale-invariant descriptors for deep active learning in preclinical CT segmentation. Presented at: 29th Medical Image Understanding and Analysis Conference Leeds, UK 15-17 July 2025. Published in: Ali, S. , Hogg, D. C. and Peckham, M. eds. Proceedings of MIUA. Vol. 15918.Annual Conference on Medical Image Understanding and Analysis Springer. , pp.129-145. (10.1007/978-3-031-98694-9_10)
- Wei, M. et al. 2025. A physics-informed demonstration-guided learning framework for granular material manipulation. IEEE Transactions on Neural Networks and Learning Systems (10.1109/tnnls.2025.3622482)
- Wei, M. et al. 2025. Differentiable skill optimisation for powder manipulation in laboratory automation. Presented at: IEEE/RSJ International Conference on Intelligent Robots and Systems Hangzhou, China 19-25 October 2025.
- Wei, M. et al. 2025. Celebi’s choice: causality-guided skill optimisation for granular manipulation via differentiable simulation. Presented at: IROS 2025 Hangzhou, China 19-25 October 2025. Proceedings of the 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2025). IEEE.
- Wei, M. et al., 2025. Celebi’s choice: causality-guided skill optimisation for granular manipulation via differentiable simulation. Presented at: 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Hangzhou, China 19-25 October 2025. 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE. , pp.15845-15852. (10.1109/iros60139.2025.11247432)
- Wen, H. et al., 2025. DyCrowd: Towards dynamic crowd reconstruction from a large-scene video. IEEE Transactions on Pattern Analysis and Machine Intelligence (10.1109/tpami.2025.3600465)
- Wen, Q. et al., 2025. Skeleton-guided rolling-contact kinematics for arbitrary point clouds via locally controllable parameterized curve fitting. Presented at: 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Hangzhou, China 19-25 October 2025. 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE. , pp.13127-13132. (10.1109/iros60139.2025.11246194)
- Wen, Q. et al. 2025. Skeleton-guided rolling-contact kinematics for arbitrary point clouds via locally controllable parameterized curve fitting. Presented at: IEEE/RSJ International Conference on Intelligent Robots and Systems Hangzhou, China 19–25 October 2025.
- Wu, T. et al., 2025. DeferredGS: Decoupled and relightable Gaussian splatting with deferred shading. IEEE Transactions on Pattern Analysis and Machine Intelligence 47 (8), pp.6307-6319. (10.1109/tpami.2025.3560933)
- Wu, T. et al., 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 47 (5), pp.3344-3357. (10.1109/tpami.2025.3531417)
- Xu, M. et al. 2025. RGB-D video mirror detection. Presented at: WACV 2025 Tucson, Arizona 28 February - 04 March 2025. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE. , pp.9640-9649. (10.1109/WACV61041.2025.00933)
- Xue, K. et al., 2025. BiBBDM: Bidirectional Image Translation with Brownian Bridge Diffusion Models. IEEE Transactions on Pattern Analysis and Machine Intelligence 47 (11), pp.10546-10559. (10.1109/tpami.2025.3597667)
- Yang, X. , Ji, Z. and Lai, Y. 2025. Differentiable physics-based system identification for robotic manipulation of elastoplastic materials. International Journal of Robotics Research 44 (13), pp.2126-2155. (10.1177/02783649251334661)
- Yang, X. et al., 2025. DDBot: Differentiable physics-based digging robot for unknown granular materials. IEEE Transactions on Robotics (10.1109/tro.2025.3636815)
- Yang, X. et al. 2025. DDBot: differentiable physics-based digging robot for unknown granular materials. IEEE Transactions on Robotics (10.1109/TRO.2025.3636815)
- Yuan, K. et al., 2025. A memory-based conditional neural process for video instance segmentation. Neurocomputing 655 131439. (10.1016/j.neucom.2025.131439)
- Yuan, Y. et al., 2025. TPD-NeRF: Temporally Progressive Reconstruction of Dynamic Neural Radiance Fields from Monocular Video. Presented at: 13th International Conference, Computational Visual Media Hong Kong SAR, China 19–21 April 2025. Published in: Didyk, P. and Hou, J. eds. Computational Visual Media: 13th International Conference, CVM 2025 Proceedings, Part II. Vol. 15664.Lecture Notes in Computer Science Vol. 1. Singapore: , pp.90-112. (10.1007/978-981-96-5812-1_6)
- Zhang, J. et al., 2025. PISE-V: person image and video synthesis with decoupled GAN. Visual Computer 41 , pp.5781-5798. (10.1007/s00371-024-03752-1)
- Zhang, L. et al., 2025. SeG-Gaussian: segmentation-guided 3D Gaussian optimisation for novel view synthesis. IEEE Transactions on Visualization and Computer Graphics 31 (12), pp.10815-10827. (10.1109/tvcg.2025.3615421)
- Zhou, F. et al., 2025. A survey of RGB-D-based semantic segmentation. In: Chen, C. H. ed. Pattern Recognition and Computer Vision in the New AI Era. World Scientific. , pp.41-67. (10.1142/9789819807154_0003)
- Zhou, F. et al., 2025. Chat-driven 3D human pose and shape editing with Large Language Models. Presented at: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Hyderabad, India 6-11 April 2025. Published in: Rao, B. D. et al., Proceedings of the International Conference on Acoustics, Speech and Signal Processing. IEEE. , pp.1-5. (10.1109/ICASSP49660.2025.10887921)
- Zuo, R. et al., 2025. Sketch-guided scene-level image editing with diffusion models. Presented at: 13th International Conference, CVM 2025 Hong Kong SAR, China 19–21 April 2025. Published in: Didyk, P. and Hou, J. eds. Computational Visual Media: CVM 2025. Vol. 15664.Lecture Notes in Computer Science Singapore: Spinger. (10.1007/978-981-96-5812-1_14)
2024
- 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)
- Cai, Z. et al., 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 2024. Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition. , pp.6221-6231. (10.1109/CVPR52733.2024.00595)
- Fu, R. et al., 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 2024. Computational Visual Media. CVM 2024. Vol. 14592.Lecture Notes in Computer Science Singapore: Springer. , pp.295-319. (10.1007/978-981-97-2095-8_16)
- Gao, L. et al., 2024. Real-time large-scale deformation of Gaussian splatting. ACM Transactions on Graphics 43 (6) 200. (10.1145/3687756)
- Gao, Y. et al., 2024. Object goal navigation based on path planning characteristics. CAAI Transactions on Intelligence Technology 19 , pp.217-227. (10.11992/tis.202309001)
- Goddard, P. et al. 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. Published in: Vallgarda, A. et al., Proceedings of the 2024 ACM Designing Interactive Systems Conference. New York, US: ACM. , pp.2820-2832. (10.1145/3643834.3660675)
- Herbert, P. et al. 2024. Benchmarking visual SLAM methods in mirror environments. Computational Visual Media 10 (2), pp.215-241. (10.1007/s41095-022-0329-x)
- 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)
- Hu, T. et al., 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.
- Huang, K. et al., 2024. Multi-task geometric estimation of depth and surface normal from monocular 360° images. Computational Visual Media
- Huang, Y. et al., 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)
- 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)
- 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)
- Huo, J. et al., 2024. Towards efficient image and video style transfer via distillation and learnable feature transformation. Computer Vision and Image Understanding 241 103947. (10.1016/j.cviu.2024.103947)
- Kou, S. et al., 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. 2024 IEEE International Symposium on Mixed and Augmented Reality (ISMAR). , pp.200-209. (10.1109/ISMAR62088.2024.00034)
- Li, B. et al., 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, B. et al., 2024. 3D colored object reconstruction from a single view image through diffusion. Expert Systems with Applications 252 (Part B) 124225. (10.1016/j.eswa.2024.124225)
- Li, C. et al., 2024. Two-stage deep neural network for diagnosing fungal keratitis via in vivo confocal microscopy images. Scientific Reports 14 (1) 18432. (10.1038/s41598-024-68768-y)
- Li, X. et al., 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)
- Li, Y. et al., 2024. Learning key lines for multi-object tracking. Computer Vision and Image Understanding 241 103973. (10.1016/j.cviu.2024.103973)
- Li, Y. et al., 2024. Learning discriminative motion models for multiple object tracking. IEEE Transactions on Multimedia 26 , pp.11372-11385. (10.1109/TMM.2024.3453057)
- Liang, Y. et al. 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.
- Liu, F. et al., 2024. SketchDream: Sketch-based text-to-3D generation and editing. ACM Transactions on Graphics 43 (4) 44. (10.1145/3658120)
- Mu, T. et al., 2024. Learning virtual view selection for 3D scene semantic segmentation. IEEE Transactions on Image Processing 33 , pp.4159 - 4172. (10.1109/TIP.2024.3421952)
- Njuod, A. et al. 2024. GRPSNET: Multi-class part parsing based on graph reasoning. Presented at: IEEE Conference on Multimedia Expo 2024 Niagara Falls, Canada 15-19 July 2024. IEEE International Conference on Multimedia and Expo (ICME). IEEE. , pp.1-10. (10.1109/ICME57554.2024.10687831)
- Pan, C. et al., 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)
- Sun, J. et al., 2024. Haisor: Human-aware indoor scene optimization via deep reinforcement learning. ACM Transactions on Graphics 43 (2) 15. (10.1145/3632947)
- Sun, J. et al. 2024. A survey of object goal navigation. IEEE Transactions on Automation Science and Engineering 22 , pp.2292-2308. (10.1109/TASE.2024.3378010)
- Sun, J. et al. 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. Proceedings of the 2024 IEEE/CVF Winter Conference on Applications of Computer Vision. IEEE. , pp.302-311. (10.1109/WACV57701.2024.00037)
- Wang, T. et al. 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. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. IEEE. , pp.3200-3209. (10.1109/WACV57701.2024.00318)
- Wang, Y. et al., 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 2024. Proceedings of International Symposium on Mixed and Augmented Reality. IEEE. , pp.436-445. (10.1109/ISMAR62088.2024.00058)
- Wen, Q. et al. 2024. What criteria define an ideal skeletonisation reference in object point clouds?. Presented at: TAROS 2024: 25th Annual Conference London, UK 21-23 August 2024. Published in: Huda, M. N. , Wang, M. and Kalganova, T. eds. Towards Autonomous Robotic Systems. 25th Annual Conference, TAROS 2024, London, UK, August 21–23, 2024, Proceedings, Part I. Lecture Notes in Computer Science Springer. , pp.422-433. (10.1007/978-3-031-72059-8_35)
- Wen, Q. et al. 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. et al. 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)
- Wu, J. et al. 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 2024. 2024 IEEE International Conference on Multimedia and Expo (ICME). IEEE. , pp.1-9. (10.1109/icme57554.2024.10688367)
- Xu, T. et al., 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 2024. Computer Vision – ECCV 2024. Vol. 15083.Springer. , pp.37-53. (10.1007/978-3-031-72698-9_3)
- Xuan, H. et al., 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)
- Yang, H. et al., 2024. VRMM: A volumetric relightable morphable head model. Presented at: ACM SIGGRAPH 2024 Denver, USA 28 July - 01 August 2024. (10.1145/3641519.3657406)
- Yang, X. et al. 2024. GAM: General Affordance-based Manipulation for contact-rich object disentangling tasks. Neurocomputing 578 127386. (10.1016/j.neucom.2024.127386)
- Yang, Y. et al., 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. Published in: Igarashi, T. and Hu, R. eds. SA '24: SIGGRAPH Asia 2024 Technical Communications. New York: ACM(10.1145/3681758.3697993)
- Yang, Y. et al., 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 2024. Proceedings of International Symposium on Mixed and Augmented Reality. IEEE. , pp.1187-1196. (10.1109/ISMAR62088.2024.00135)
- Yi, R. et al., 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)
- Yi, R. et al., 2024. AesStyler: Aesthetic guided universal style transfer. Presented at: ACM Multimedia 2024 Melbourne, Australia 28 October - 1 November 2024. MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. ACM. , pp.9789-9798. (10.1145/3664647.3680784)
- Zhai, Y. et al., 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)
- Zhang, J. et al., 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)
- Zhang, J. et al., 2024. Multi-scale information transport generative adversarial network for human pose transfer. Displays 84 102786. (10.1016/j.displa.2024.102786)
- Zhang, J. et al., 2024. DualAvatar: Robust Gaussian splatting avatar with dual representation. Presented at: SA '24: SIGGRAPH Asia 2024 Posters Tokyo, Japan 3-6 December 2024. Published in: Igarashi, T. and Hu, R. eds. SA '24: SIGGRAPH Asia 2024 Posters. New York, NY: Association for Computing Machinery. , pp.1-3. (10.1145/3681756.3697894)
- Zhang, S. et al., 2024. SceneExpander: Real-time scene synthesis for interactive floor plan editing. Presented at: ACM Multimedia 2024 Melbourne, Australia 28 October - 1 November 2024. MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. ACM. , pp.6232-6240. (10.1145/3664647.3680798)
- Zhang, Y. et al., 2024. RecStitchNet: Learning to stitch images with rectangular boundaries. Computational Visual Media 10 , pp.687-703. (10.1007/s41095-024-0420-6)
- Zhao, H. et al., 2024. Cross-lingual font style transfer with full-domain convolutional attention. Pattern Recognition 155 110709. (10.1016/j.patcog.2024.110709)
- Zhao, H. et al., 2024. HairManip: High quality hair manipulation via hair element disentangling. Pattern Recognition 147 110132. (10.1016/j.patcog.2023.110132)
- Zhou, F. et al., 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 2024. Proceedings International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE. (10.1109/ICASSP48485.2024.10446600)
- Zhu, H. et al., 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. Proceedings of the 2024 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE. , pp.4350-4354. (10.1109/ICASSP48485.2024.10447396)
- 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. Published in: Larson, K. ed. Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence. , pp.1825-1833. (10.24963/ijcai.2024/202)
2023
- Alfarasani, D. A. , Lai, Y. and Rosin, P. L. 2023. Subjective study of 3D mesh quality scores in virtual reality. Presented at: ICVARS 2023: 2023 the 7th International Conference on Virtual and Augmented Reality Simulations Sydney, Australia 3-5 March 2023. ICVARS '23: Proceedings of the 2023 7th International Conference on Virtual and Augmented Reality Simulations. ACM. , pp.7-13. (10.1145/3603421.3603423)
- 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)
- 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 2023. Proceedings EG UK Computer Graphics & Visual Computing. Eurographics - The European Association for Computer Graphics. (10.2312/cgvc.20231187)
- Alsudays, N. et al. 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 2023. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE. , pp.4022-4031. (10.1109/WACV56688.2023.00402)
- Chen, L. et al., 2023. Deep deformation detail synthesis for thin shell models. Computer Graphics Forum 42 (5) e14903. (10.1111/cgf.14903)
- Chen, S. et al., 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)
- 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)
- Gao, L. et al., 2023. SketchFaceNeRF: Sketch-based facial generation and editing in neural radiance fields. ACM Transactions on Graphics 42 (4) 159. (10.1145/3592100)
- Gao, L. et al., 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)
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2022
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2020
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2019
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- Cheng, M. et al., 2019. Structure-preserving neural style transfer. IEEE Transactions on Image Processing 29 , pp.909-920.
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- Krumhuber, E. G. et al. 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)
- Li, B. et al., 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)
- Li, K. et al., 2019. Generating 3D faces using multi-column graph convolutional networks. Computer Graphics Forum 38 (7), pp.215-224.
- Liu, F. et al., 2019. SketchGAN: Joint sketch completion and recognition with generative adversarial network. Presented at: CVPR Long Beach, California, USA 16-20 June 2019.
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- Wang, T. et al., 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. Published in: Tam, G. K. L. and Roberts, J. C. eds. EG UK Computer Graphics & Visual Computing. The Eurographics Association.
- Wang, T. et al., 2019. Consistent segment-wise matching with multi-layer graphs. Computer Aided Geometric Design 70 , pp.31-45. (10.1016/j.cagd.2019.04.003)
- Wu, X. et al., 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.
- Wu, X. et al., 2019. IP102: A large-scale benchmark dataset for insect pest recognition. Presented at: CVPR 2019 Long Beach, CA, USA 16-20 June 2019.
- Wu, Z. et al., 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. 2019 IEEE International Conference on Multimedia and Expo (ICME). IEEE. , pp.308-313. (10.1109/icme.2019.00061)
- Yang, J. et al., 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)
- Yang, S. et al., 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. 2019 International Conference on Robotics and Automation (ICRA). IEEE. , pp.7130-7136. (10.1109/icra.2019.8794299)
- Yang, S. et al., 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)
- Yao, X. et al., 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.
- Yi, R. et al., 2019. APDrawingGAN: Generating artistic portrait drawings from face photos with hierarchical GANs. Presented at: CVPR 2019 Long Beach, California, USA 16-20 June 2019.
- Yuan, C. et al., 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.
- Yuan, Y. et al., 2019. Data-driven weight optimization for real-time mesh deformation. Graphical Models 104 101037. (10.1016/j.gmod.2019.101037)
- Zhang, S. et al., 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)
- 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)
- 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)
2018
- Chen, S. et al., 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.-.
- 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. Proceedings of the 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Salt Lake City: IEEE. , pp.9465-9474. (10.1109/CVPR.2018.00986)
- Gao, L. et al., 2018. Automatic unpaired shape deformation transfer. ACM Transactions on Graphics 37 (6) 237. (10.1145/3272127.3275028)
- Han, Y. et al., 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 2018. 2018 25th IEEE International Conference on Image Processing (ICIP). IEEE. , pp.1942-1946. (10.1109/ICIP.2018.8451065)
- Jufeng, Y. et al., 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 2018. IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops.
- Lai, Y. et al. 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 2018. Eurographics Workshop on Graphics and Cultural Heritage. The Eurographics Association. , pp.215-219.
- Langenfeld, F. et al., 2018. SHREC 2018 - Protein Shape Retrieval. Presented at: EG workshop 3D Object Retrieval Delft, the Netherlands 16 April 2018.
- Li, K. et al., 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)
- Liang, Y. et al., 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)
- Liu, C. et al., 2018. Robust virtual unrolling of historical parchment XMT images. IEEE Transactions on Image Processing 27 (4), pp.1914-1926. (10.1109/TIP.2017.2783626)
- Qiao, Y. et al., 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.
- Rosin, P. et al. 2018. Virtual recovery of content from x-ray micro-tomography scans of damaged historic scrolls. Scientific Reports 8 11901. (10.1038/s41598-018-29037-x)
- Tan, Q. et al., 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. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. , pp.5841-5850. (10.1109/CVPR.2018.00612.)
- Wan, L. et al., 2018. Scribble-based gradient mesh recoloring. Multimedia Tools and Applications 77 (11), pp.13753-13771. (10.1007/s11042-017-4987-0)
- Wang, T. et al., 2018. Consistent segment-wise matching with multi-layer graphs. Presented at: EG UK Computer Graphics & Visual Computing Swansea, UK 13-14 September 2018.
- Wu, Q. et al., 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. Proceedings of the 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Salt Lake City: IEEE. , pp.7336-7345. (10.1109/CVPR.2018.00766)
- Yang, J. et al. 2018. Biharmonic deformation transfer with automatic key point selection. Graphical Models 98 , pp.1-13. (10.1016/j.gmod.2018.05.003)
- Yang, J. et al., 2018. Recognition from web data: A progressive filtering approach. IEEE Transactions on Image Processing 27 (11), pp.5303-5315. (10.1109/TIP.2018.2855449)
- 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 2018) Salt Lake City, UT, USA 18-22 June 2018. Proceedings of the 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Vol. 1.Salt Lake City: IEEE. , pp.646-655. (10.1109/CVPR.2018.00074)
- 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 2018. 2018 25th IEEE International Conference on Image Processing (ICIP). IEEE. (10.1109/ICIP.2018.8451659)
2017
- 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 2016. 2016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, New Jersey: IEEE. , pp.805-810. (10.1109/ICPR.2016.7899734)
- 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)
- Chen, S. et al., 2017. Rigidity controllable as-rigid-as-possible shape deformations. Graphical Models 91 , pp.13-21. (10.1016/j.gmod.2017.02.005)
- 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.
- Gao, L. et al., 2017. Data-driven shape interpolation and morphing editing. Computer Graphics Forum 36 (8), pp.19-31. (10.1111/cgf.12991)
- Guo, D. et al., 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 2017. 2017 IEEE International Conference on Multimedia and Expo (ICME). IEEE. , pp.1554-1559. (10.1109/ICME.2017.8019318)
- Li, B. et al., 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)
- Li, B. et al., 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, K. et al., 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 2017. 2017 IEEE International Conference on Multimedia and Expo (ICME). IEEE. , pp.721-726. (10.1109/ICME.2017.8019486)
- Rosin, P. and Lai, Y. 2017. Watercolour rendering of portraits. Presented at: PSIVT Vision meets Graphics 2017 Wuhan, China 21 November 2017.
- Tan, Q. et al., 2017. Mesh-based autoencoders for localized deformation component analysis. Presented at: AAAI Conference on Artificial Intelligence New Orleans, Louisiana, USA 2-7 February 2018.
- Wang, M. et al., 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 2016. 2016 Visual Communications and Image Processing (VCIP). IEEE. , pp.1-4. (10.1109/VCIP.2016.7805473)
- Xia, S. et al., 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. et al., 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.
- Yang, J. et al., 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
- 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. et al., 2016. Efficient and flexible deformation representation for data-driven surface modeling. ACM Transactions on Graphics 35 (5) 158. (10.1145/2908736)
- 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)
- Lin, S. et al., 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)
- Liu, C. et al. 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. Published in: Ioannides, M. et al., 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)
- Shuai, L. et al., 2016. Color-aware surface registration. Computers and Graphics 58 , pp.31-42.
2015
- 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)
- Gao, L. et al., 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. et al., 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.
- Xiao, Y. et al., 2015. Optimization-based gradient mesh colour transfer. Computer Graphics Forum 34 (6), pp.123-134. (10.1111/cgf.12524)
- Yang, J. et al., 2015. Sparse non-rigid registration of 3D shapes. Computer Graphics Forum 34 (5), pp.89-99. (10.1111/cgf.12699)
2014
- Chen, K. et al., 2014. Automatic semantic modeling of indoor scenes from low-quality RGB-D data using contextual information. ACM Transactions on Graphics 33 (6) 208. (10.1145/2661229.2661239)
- Huang, S. et al., 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)
- Mills, D. et al., 2014. Apocalypto: revealing lost text with XMT. Presented at: Developments in X-Ray Tomography IX San Diego, California August 17, 2014. Proc. 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, 2015. 2014 IEEE International Conference on Systems, Man and Cybernetics (SMC). IEEE. , pp.1642-1647. (10.1109/SMC.2014.6974151)
- Samko, O. et al. 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. L. et al., 2014. Diffusion pruning for rapidly and robustly selecting global correspondences using local isometry. ACM Transactions on Graphics 33 (1) 4. (10.1145/2517967)
- Tam, G. K. et al., 2014. An efficient approach to correspondences between multiple non-rigid parts. Computer graphics forum 33 (5), pp.137-146. (10.1111/cgf.12439)
- Wang, M. et al., 2014. Biggerpicture: data-driven image extrapolation using graph matching. ACM Transactions on Graphics 33 (6) 173. (10.1145/2661229.2661278)
- Wu, J. et al. 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)
2013
- Chen, Y. et al. 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 2013. Computer-Aided Design and Computer Graphics (CAD/Graphics), 2013 International Conference on. IEEE. , pp.32-37. (10.1109/CADGraphics.2013.11)
- Cheng, Z. et al., 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)
- Gao, L. et al., 2013. A data-driven approach to realistic shape morphing. Computer graphics forum 32 (2pt4), pp.449-457. (10.1111/cgf.12065)
- 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)
- 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)
- 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 2013. 17th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems: Invited Session Proceedings. , pp.300-309.
- 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. et al. 2013. Generalized anisotropic stratified surface sampling. IEEE Transactions on Visualization and Computer Graphics 19 (7), pp.1143-1157. (10.1109/TVCG.2012.305)
- 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)
- 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 2013. Proceedings of the Symposium on Computational Aesthetics. New York, NY: ACM. , pp.67-75. (10.1145/2487276.2487280)
- 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)
- 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)
- Xiao, Y. et al., 2013. Example-based color transfer for gradient meshes. IEEE Transactions on Multimedia 15 (3), pp.549-560. (10.1109/TMM.2012.2233725)
- 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)
2012
- 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)
- 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)
- Quinn, J. A. et al. 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)
2011
- Samko, O. et al. 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. Published in: 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. et al., 2011. Sketch guided solid texturing. Graphical Models 73 (3), pp.59-73. (10.1016/j.gmod.2010.10.006)
2010
- Lai, Y. et al. 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)
- 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)
- Shen, C. et al., 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. 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. Published in: 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. , Hu, S. and Martin, R. R. 2009. Automatic and topology-preserving gradient mesh generation for image vectorization. ACM Transactions on Graphics 28 (3) 85. (10.1145/1531326.1531391)
- Lai, Y. et al. 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)
- 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)
2008
- Lai, Y. et al. 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. Published in: 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)
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2007
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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)
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2005
- Lai, Y. et al. 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. Published in: 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
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- Yi, R. et al., 2024. AesStyler: Aesthetic guided universal style transfer. Presented at: ACM Multimedia 2024 Melbourne, Australia 28 October - 1 November 2024. MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. ACM. , pp.9789-9798. (10.1145/3664647.3680784)
- Yuan, C. et al., 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.
- Yuan, Y. et al., 2025. TPD-NeRF: Temporally Progressive Reconstruction of Dynamic Neural Radiance Fields from Monocular Video. Presented at: 13th International Conference, Computational Visual Media Hong Kong SAR, China 19–21 April 2025. Published in: Didyk, P. and Hou, J. eds. Computational Visual Media: 13th International Conference, CVM 2025 Proceedings, Part II. Vol. 15664.Lecture Notes in Computer Science Vol. 1. Singapore: , pp.90-112. (10.1007/978-981-96-5812-1_6)
- Yuan, Y. et al., 2020. Mesh variational autoencoders with edge contraction pooling. Presented at: CVPR Workshop on Learning 3D Generative Models Seattle, WA, USA 14 June 2020. Proceedings of the Conference on Computer Vision and Pattern Recognition Workshops. IEEE. , pp.1105-1112. (10.1109/CVPRW50498.2020.00145)
- Yuan, Y. et al., 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, United States of America 18-24 June 2022. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. , pp.18332-18343. (10.1109/CVPR52688.2022.01781)
- Zhang, J. et al., 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 2021. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. (10.1109/CVPR46437.2021.00789)
- Zhang, J. et al., 2024. DualAvatar: Robust Gaussian splatting avatar with dual representation. Presented at: SA '24: SIGGRAPH Asia 2024 Posters Tokyo, Japan 3-6 December 2024. Published in: Igarashi, T. and Hu, R. eds. SA '24: SIGGRAPH Asia 2024 Posters. New York, NY: Association for Computing Machinery. , pp.1-3. (10.1145/3681756.3697894)
- Zhang, S. et al., 2024. SceneExpander: Real-time scene synthesis for interactive floor plan editing. Presented at: ACM Multimedia 2024 Melbourne, Australia 28 October - 1 November 2024. MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. ACM. , pp.6232-6240. (10.1145/3664647.3680798)
- Zhao, H. et al., 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, United States of America 18-24 June 2022. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. , pp.15883-15892. (10.1109/CVPR52688.2022.01544)
- Zhou, F. et al., 2025. Chat-driven 3D human pose and shape editing with Large Language Models. Presented at: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Hyderabad, India 6-11 April 2025. Published in: Rao, B. D. et al., Proceedings of the International Conference on Acoustics, Speech and Signal Processing. IEEE. , pp.1-5. (10.1109/ICASSP49660.2025.10887921)
- Zhou, F. et al., 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 2024. Proceedings International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE. (10.1109/ICASSP48485.2024.10446600)
- Zhu, H. et al., 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. Proceedings of the 2024 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE. , pp.4350-4354. (10.1109/ICASSP48485.2024.10447396)
- 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. Published in: Larson, K. ed. Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence. , pp.1825-1833. (10.24963/ijcai.2024/202)
- Zuo, R. et al., 2025. Sketch-guided scene-level image editing with diffusion models. Presented at: 13th International Conference, CVM 2025 Hong Kong SAR, China 19–21 April 2025. Published in: Didyk, P. and Hou, J. eds. Computational Visual Media: CVM 2025. Vol. 15664.Lecture Notes in Computer Science Singapore: Spinger. (10.1007/978-981-96-5812-1_14)
Research
My research interests include computer graphics, geometric modelling and processing, computer vision and image processing. Specific topics of my recent research include Generative AI for Visual Data, Shape Analysis and Matching, Image Stylisation and Abstraction, Semantic Understanding of Visual Data, etc.
Current and recent research projects:
- AI Hub in Generative Models, EPSRC, 2/2024-1/2029, Cardiff Lead
- Understanding the everyday visual experiences of young children with motor difficulties: The case of Down syndrome. James S. McDonnell Foundation, 10/2022-9/2026, CoI.
- PHYDL: Physics-informed Differentiable Learning for Robotic Manipulation of Viscous and Granular Media, EPSRC, 1/2023-6/2025, CoI.
- Eco-Efficient Prop Design: Generative AI for Rapid Texturing of Degradable 3D printed props for TV and film, Innovate UK, 8/2024-1/2025, CoI.
Teaching
In the 2025/26 academic year, I am involved in the teaching of the following modules:
- CM1208 Maths for Computer Science (module leader)
- CMT316 Applications of Machine Learning (shared with Dr. Y. Qin/Dr. Y. Li, module leader)
- CMT307 Applied Machine Learning (shared with Dr. Y. Qin/Dr. Y. Li)
- CMT507 Applied Machine Learning (shared with Dr. Y. Qin/Dr. Y. Li)
Biography
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
Honours and awards
- 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.
Professional memberships
- Fellow of Learned Society of Wales
- Fellow of Higher Education Academy.
- Senior Member of IEEE.
- Member of ACM, Eurographics and Asia Graphics.
- Member of EPSRC Peer Review College
- Member of Asia Graphics executive committee
Academic positions
- 2020-present: Professor, Cardiff University
- 2018-2020: Reader, Cardiff University
- 2016-2018: Senior Lecturer, Cardiff Univesity
- 2009-2016: Lecturer, Cardiff University
Committees and reviewing
- 2019-2022: Director of Research
- 2017-2019: Deputy Director of Research
- 2017-2018: Deputy Director of PGR Studies
- 2017-2018: Member of School Seminar Team
- 2009-2017: Year 2 Tutor, School of Computer Science and Informatics
Supervisions
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.
Current supervision
Contact Details
Research themes
Specialisms
- 3D Geometry
- Artificial intelligence
- Computer graphics
- Computer vision
- Machine learning