Dr Wei Zhou

(Ask me my pronouns)

BEng, PhD, SMIEEE

2025

• Liu, W., Lou, J., Wang, X., Zhou, W., Cheng, J. and Yang, X. 2025. Physically-guided open vocabulary segmentation with weighted patched alignment loss. Neurocomputing 614, article number: 128788. (10.1016/j.neucom.2024.128788)

2024

• Zhang, X. et al. 2024. Neural image re-exposure. Computer Vision and Image Understanding 248, article number: 104094. (10.1016/j.cviu.2024.104094)
• Zhang, R., Zhou, W., Liu, H., Gong, J., Chen, H. and Khajepour, A. 2024. Similarities between wheels and tracks: A "tire model" for tracked vehicles. IEEE Transactions on Vehicular Technology 73(11), pp. 16416-16431. (10.1109/TVT.2024.3421285)
• Chen, W., Jiang, Q., Zhou, W., Xu, L. and Lin, W. 2024. Dynamic hypergraph convolutional network for no-reference point cloud quality assessment. IEEE Transactions on Circuits and Systems for Video Technology 34(10), pp. 10479-10493. (10.1109/TCSVT.2024.3410052)
• Wang, H., Liu, J., Tan, H., Lou, J., Liu, X., Zhou, W. and Liu, H. 2024. Blind image quality assessment via adaptive graph attention. IEEE Transactions on Circuits and Systems for Video Technology 34(10), pp. 10299-10309. (10.1109/TCSVT.2024.3405789)
• Zhou, T., Tan, S., Zhou, W., Luo, Y., Wang, Y. and Yue, G. 2024. Adaptive mixed-scale feature fusion network for blind AI-generated image quality assessment. IEEE Transactions on Broadcasting 70(3), pp. 833-843. (10.1109/TBC.2024.3391060)
• Li, Y., Yang, X., Fu, J., Yue, G. and Zhou, W. 2024. Deep bi-directional attention network for image super-resolution quality assessment. Presented at: IEEE International Conference on Multimedia and Expo (ICME), Niagra Falls, Canada, 15-19 July 20242024 IEEE International Conference on Multimedia and Expo (ICME). IEEE pp. 1-6., (10.1109/ICME57554.2024.10687430)
• Xu, J., Zuo, S., Wei, C. and Zhou, W. 2024. LISD: An efficient multi-task learning framework for LiDAR segmentation and detection. Presented at: IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, 27-30 October 2024Proceedings of International Conference on Image Processing. IEEE pp. 3341-3347., (10.1109/ICIP51287.2024.10647535)
• Guanghui, Y., Zhang, L., Du, J., Zhou, T., Zhou, W. and Lin, W. 2024. Subjective and objective quality assessment of colonoscopy videos. IEEE Transactions on Medical Imaging (10.1109/TMI.2024.3461737)
• Zhou, W., Yang, Q., Chen, W., Jiang, Q., Zhai, G. and Lin, W. 2024. Blind quality assessment of dense 3D point clouds with structure guided resampling. ACM Transactions on Multimedia Computing, Communications and Applications 20(8) (10.1145/3664199)
• Zhou, W. and Wang, Z. 2024. Perceptual depth quality assessment of stereoscopic omnidirectional images. IEEE Transactions on Circuits and Systems for Video Technology (10.1109/TCSVT.2024.3449696)
• Shafiee Sarvestani, A., Zhou, W. and Wang, Z. 2024. Perceptual crack detection for rendered 3D textured meshes. Presented at: IEEE International Conference on Quality of Multimedia Experience (QoMEX), Karlshamn, Sweden, 18 - 20 June 2024Proceedings of 16th International Conference on Quality of Multimedia Experience (QoMEX). IEEE pp. 1-7., (10.1109/QoMEX61742.2024.10598253)
• Yan, W., Sun, Y., Yue, G., Zhou, W. and Liu, H. 2024. FVIFormer: flow-guided global-local aggregation transformer network for video inpainting. IEEE Journal of Emerging and Selected Topics in Circuits and Systems 14(2), pp. 235-244. (10.1109/JETCAS.2024.3392972)
• Yue, G., Wu, H., Yan, W., Zhou, T., Liu, H. and Zhou, W. 2024. Subjective and objective quality assessment of multi-attribute retouched face images. IEEE Transactions on Broadcasting 70(2), pp. 570-583. (10.1109/TBC.2024.3374043)
• Fu, J., Zhou, W., Jiang, Q., Liu, H. and Zhai, G. 2024. Vision-language consistency guided multi-modal prompt learning for blind AI generated image quality assessment. IEEE Signal Processing Letters 31, pp. 1820-1824. (10.1109/LSP.2024.3420083)
• Yue, G. et al. 2024. Dual-constraint coarse-to-fine network for camouflaged object detection. IEEE Transactions on Circuits and Systems for Video Technology 34(5), pp. 3286-3298. (10.1109/TCSVT.2023.3318672)
• Zhang, R., Zhou, W., Liu, H., Gong, J., Chen, H. and Khajepour, A. 2024. A terramechanics-based dynamic model for motion control of unmanned tracked vehicles. IEEE Transactions on Intelligent Vehicles (10.1109/TIV.2024.3406582)
• Fu, J., Zhou, W. and Chen, Z. 2024. Bayesian graph convolutional network for traffic prediction. Neurocomputing 582, article number: 127507. (10.1016/j.neucom.2024.127507)
• Yue, G., Li, Y., Jiang, W., Zhou, W. and Zhou, T. 2024. Boundary refinement network for colorectal polyp segmentation in colonoscopy images. IEEE Signal Processing Letters 31, pp. 954-958. (10.1109/LSP.2024.3378106)
• Zhou, W., Zhang, R., Li, L., Yue, G., Gong, J., Chen, H. and Liu, H. 2024. Dehazed image quality evaluation: from partial discrepancy to blind perception. IEEE Transactions on Intelligent Vehicles 9(2), pp. 3843-3858. (10.1109/TIV.2024.3356055)
• Yi, X., Jiang, Q. and Zhou, W. 2024. No-reference quality assessment of underwater image enhancement. Displays 81, article number: 102586. (10.1016/j.displa.2023.102586)
• Yue, G., Zhang, L., Xu, Z., Wang, S., Zhou, T., Gong, Y. and Zhou, W. 2024. Subjective quality assessment of thermal infrared images. Presented at: IEEE International Conference on Image Processing (ICIP 2024), Abu Dhabi, United Arab Emirates, 27-30 October 2024Proceedings of International Conference on Image Processing. IEEE pp. 1212-1217., (10.1109/ICIP51287.2024.10648145)
• Luo, Y., Chen, X., Ling, J., Huang, C., Zhou, W. and Yue, G. 2024. Unsupervised low-light image enhancement with self-paced learning. IEEE Transactions on Multimedia
• Chen, W., Jiang, Q., Zhou, W., Shao, F., Zhai, G. and Lin, W. 2024. No-reference point cloud quality assessment via graph convolutional network. IEEE Transactions on Multimedia

2023

• Yue, G., Zhang, S., Li, Y., Zhou, X., Zhou, T. and Zhou, W. 2023. Subjective quality assessment of enhanced retinal images. Presented at: International Conference on Image Processing, Kuala Lumpur, Malaysia, 8–11 October 20232023 IEEE International Conference on Image Processing Proceedings. IEEE pp. 3005-3009., (10.1109/ICIP49359.2023.10222541)
• Zhou, W. and Wang, Z. 2023. Blind omnidirectional image quality assessment: integrating local statistics and global semantics. Presented at: International Conference on Image Processing, Kuala Lumpur, Malaysia, 8–11 October 20232023 IEEE International Conference on Image Processing Proceedings. IEEE pp. 1405-1409., (10.1109/ICIP49359.2023.10222049)
• Zhou, W., Min, X., Li, H. and Jiang, Q. 2023. A brief survey on adaptive video streaming quality assessment. Journal of Visual Communication and Image Representation 86, article number: 103526. (10.1016/j.jvcir.2022.103526)
• Sun, S., Yu, T., Xu, J., Zhou, W. and Chen, Z. 2023. GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment. IEEE Transactions on Multimedia 25, pp. 2912-2925. (10.1109/TMM.2022.3152942)
• Zhou, W., Yue, G., Zhang, R., Qin, Y. and Liu, H. 2023. Reduced-reference quality assessment of point clouds via content-oriented saliency projection. IEEE Signal Processing Letters 30, pp. 354-358. (10.1109/LSP.2023.3264105)
• Liu, J., Zhou, W., Li, X., Xu, J. and Chen, Z. 2023. LIQA: lifelong blind image quality assessment. IEEE Transactions on Multimedia 25, pp. 5358-5373. (10.1109/TMM.2022.3190700)

2022

• Zhou, W. and Wang, Z. 2022. Quality assessment of image super-resolution: balancing deterministic and statistical fidelity. Presented at: MM '22: The 30th ACM International Conference on Multimedia, Lisboa Portugal, 10-14 October 2022MM '22: Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machiner pp. 934-942., (10.1145/3503161.3547899)
• Fu, J., Hou, C., Zhou, W., Xu, J. and Chen, Z. 2022. Adaptive hypergraph convolutional network for no-reference 360-degree image quality assessment. Presented at: MM '22: The 30th ACM International Conference on Multimedia, Lisboa Portugal, 10-14 October 2022MM '22: Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery pp. 961-969., (10.1145/3503161.3548337)
• Xu, J., Zhou, W., Li, H., Li, F. and Jiang, Q. 2022. Quality assessment of multi-exposure image fusion by synthesizing local and global intermediate references. Displays 74, article number: 102188. (10.1016/j.displa.2022.102188)
• Lu, Y. et al. 2022. RTN: Reinforced transformer network for coronary CT angiography vessel-level image quality assessment. Presented at: MICCAI 2022, 18-22 September 2022Medical Image Computing and Computer Assisted Intervention – MICCAI 2022., Vol. 13431. Lecture Notes in Computer Science Cham. Switzerland: Springer, (10.1007/978-3-031-16431-6_61)
• Zhou, W., Xu, J., Jiang, Q. and Chen, Z. 2022. No-reference quality assessment for 360-degree images by analysis of multifrequency information and local-global naturalness. IEEE Transactions on Circuits and Systems for Video Technology 32(4), pp. 1778-1791. (10.1109/TCSVT.2021.3081182)
• Huang, S., Luo, Z., Xu, J., Zhou, W. and Chen, Z. 2022. Perceptual evaluation of pre-processing for video transcoding. Presented at: 2021 International Conference on Visual Communications and Image Processing (VCIP), Munich, Germany, 5-8 December 20212021 International Conference on Visual Communications and Image Processing (VCIP). IEEE pp. 1-5., (10.1109/VCIP53242.2021.9675438)
• Fang, Y., Xu, L., Chen, Y., Zhou, W., Wong, A. and Clausi, D. A. 2022. A Bayesian deep image prior downscaling approach for high-resolution soil moisture estimation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pp. 4571 - 4582. (10.1109/JSTARS.2022.3177081)

2021

• Mao, S. et al. 2021. Mechanism and application of capacitive-coupled memristive behavior based on a biomaterial developed memristive device. ACS Applied Electronic Materials 3(12), pp. 5537-5547. (10.1021/acsaelm.1c00951)
• Ling, S., Li, J., Che, Z., Zhou, W., Wang, J. and Le Callet, P. 2021. Re-visiting discriminator for blind free-viewpoint image quality assessment. IEEE Transactions on Multimedia 23, pp. 4245-4258. (10.1109/TMM.2020.3038305)
• Xu, J., Li, J., Zhou, X., Zhou, W., Wang, B. and Chen, Z. 2021. Perceptual quality assessment of internet videos. Presented at: MM '21: 29th ACM International Conference on Multimedia, Virtual Event China, 20 - 24 October 2021MM '21: Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery pp. 1248-1257., (10.1145/3474085.3475486)
• Peng, Y., Xu, J., Luo, Z., Zhou, W. and Chen, Z. 2021. Multi-metric fusion network for image quality assessment. Presented at: Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Nashville, TN, USA, 19-25 June 20212021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE pp. 1857-1860., (10.1109/CVPRW53098.2021.00205)
• Zhou, W., Wang, Z. and Chen, Z. 2021. Image super-resolution quality assessment: structural fidelity versus statistical naturalness. Presented at: 13th International Conference on Quality of Multimedia Experience (QoMEX), Montreal, QC, Canada, 14-17 June 20212021 13th International Conference on Quality of Multimedia Experience (QoMEX). IEEE pp. 61-64., (10.1109/QoMEX51781.2021.9465479)
• Xu, J., Zhou, W. and Chen, Z. 2021. Blind omnidirectional image quality assessment with viewport oriented graph convolutional networks. IEEE Transactions on Circuits and Systems for Video Technology 31(5), pp. 1724-1737. (10.1109/TCSVT.2020.3015186)
• Zhou, W. and Chen, Z. 2021. Deep multi-scale features learning for distorted image quality assessment. Presented at: International Symposium on Circuits and Systems (ISCAS), Daegu, Korea, 22-28 May 20212021 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE pp. 1-5., (10.1109/ISCAS51556.2021.9401285)

2020

• Zhou, W. and Chen, Z. 2020. Deep local and global spatiotemporal feature aggregation for blind video quality assessment. Presented at: 2020 IEEE International Conference on Visual Communications and Image Processing (VCIP), Macau, 01-04 December 20202020 IEEE International Conference on Visual Communications and Image Processing (VCIP). IEEE, (10.1109/VCIP49819.2020.9301764)
• Liu, J., Lin, J., Li, X., Zhou, W., Liu, S. and Chen, Z. 2020. LIRA: Lifelong Image Restoration from Unknown Blended Distortions. Presented at: 16th European Conference on Computer Vision (ECCV 2020), Glasgow, Scotland, 23-28 August 2020 Presented at Vedaldi, A. et al. eds.Computer Vision – ECCV 2020. Lecture Notes in Computer Science Springer International Publishing pp. 616-632., (10.1007/978-3-030-58523-5_36)
• Xu, J., Zhou, W., Chen, Z., Ling, S. and Le Callet, P. 2020. Binocular rivalry oriented predictive autoencoding network for blind stereoscopic image quality measurement. IEEE Transactions on Instrumentation and Measurement 70, article number: 5001413. (10.1109/TIM.2020.3026443)
• Jiang, Q., Zhou, W., Chai, X., Yue, G., Shao, F. and Chen, Z. 2020. A full-reference stereoscopic image quality measurement via hierarchical deep feature degradation fusion. IEEE Transactions on Instrumentation and Measurement 69(12), pp. 9784-9796. (10.1109/TIM.2020.3005111)
• Shi, L., Zhou, W., Chen, Z. and Zhang, J. 2020. No-reference light field image quality assessment based on spatial-angular measurement. IEEE Transactions on Circuits and Systems for Video Technology 30(11), pp. 4114-4128. (10.1109/TCSVT.2019.2955011)
• Li, X. et al. 2020. Learning disentangled feature representation for hybrid-distorted image restoration. Presented at: 16th European Conference on Computer Vision (ECCV 2020), Glasgow, Scotland, 23-28 August 2020 Presented at Vedaldi, A. et al. eds.Computer Vision – ECCV 2020 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXIX. Lecture Notes in Computer Science Springer pp. 313-329., (10.1007/978-3-030-58526-6_19)
• Zhou, W., Jiang, Q., Wang, Y., Chen, Z. and Li, W. 2020. Blind quality assessment for image superresolution using deep two-stream convolutional networks. Information Sciences 528, pp. 205-218. (10.1016/j.ins.2020.04.030)
• Zhao, Y., Cheng, J., Zhou, W., Zhang, C. and Pan, X. 2020. Infrared pedestrian detection with converted temperature map. Presented at: 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Lanzhou, 18-21 November 20192019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, (10.1109/APSIPAASC47483.2019.9023228)
• Zhou, W., Shi, L., Chen, Z. and Zhang, J. 2020. Tensor oriented no-reference light field image quality assessment. IEEE Transactions on Image Processing 29, pp. 4070-4084. (10.1109/TIP.2020.2969777)
• Chen, Z., Xu, J., Lin, C. and Zhou, W. 2020. Stereoscopic omnidirectional image quality assessment based on predictive coding theory. IEEE Journal of Selected Topics in Signal Processing 14(1), pp. 103-117. (10.1109/JSTSP.2020.2968182)
• Xu, J., Luo, Z., Zhou, W., Zhang, W. and Chen, Z. 2020. Quality assessment of stereoscopic 360-degree images from multi-viewports. Presented at: Picture Coding Symposium, PCS, Ningbo, China, 12-15 November 20192019 Picture Coding Symposium (PCS). IEEE pp. 1-5., (10.1109/PCS48520.2019.8954555)
• Luo, Z., Zhou, W., Shi, L. and Chen, Z. 2020. No-reference light field image quality assessment based on micro-lens image. Presented at: Picture Coding Symposium, PCS, Ningbo, China, 12-15 November 20192019 Picture Coding Symposium (PCS). IEEE pp. 1-5., (10.1109/PCS48520.2019.8954551)

2019

• Jin, X., Chen, Z., Lin, J., Chen, Z. and Zhou, W. 2019. Unsupervised single image deraining with self-supervised constraints. Presented at: 2019 IEEE International Conference on Image Processing, Taipei, Taiwan, 22-25 September 20192019 IEEE International Conference on Image Processing. IEEE pp. 2761-2765., (10.1109/ICIP.2019.8803238)
• Jin, X., Chen, Z., Lin, J., Zhou, W., Chen, J. and Shan, C. 2019. AI-GAN: signal de-interference via asynchronous interactive generative adversarial network. Presented at: 2019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), Shanghai, 08-12 July 20192019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW). IEEE, (10.1109/ICMEW.2019.00046)
• Zhou, W., Chen, Z. and Li, W. 2019. Dual-stream interactive networks for no-reference stereoscopic image quality assessment. IEEE Transactions on Image Processing 28(8), pp. 3946-3958. (10.1109/TIP.2019.2902831)
• Zhao, S., Xu, J., Hu, Y., Zhou, W., Liu, S. and Chen, Z. 2019. How do you perceive differently from an AI - A database for semantic distortion measurement. Presented at: IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, Japan, 26-29 May 20192019 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE pp. 1-5., (10.1109/ISCAS.2019.8702774)

2018

• Jin, X., Chen, Z., Liu, S. and Zhou, W. 2018. Augmented coarse-to-fine video frame synthesis with semantic loss. Presented at: Pattern Recognition and Computer Vision, PRCV 2018, Guangzhou, China, 23-26 November Presented at Lai, J. et al. eds.Pattern Recognition and Computer Vision, First Chinese Conference, PRCV 2018, Guangzhou, China, November 23-26, 2018, Proceedings, Part I. Lecture Notes in Computer Science Springer pp. 439-452., (10.1007/978-3-030-03398-9_38)
• Zhang, W., Zhao, S., Zhou, W. and Chen, Z. 2018. None ghosting artifacts stitching based on depth map for light field image. Presented at: 19th Pacific-Rim Conference on Multimedia, Hefei, China, 21-22 Sept 2018 Presented at Hong, R. et al. eds.Advances in Multimedia Information Processing – PCM 2018, Vol. 11164. Lecture Notes in Computer Science Springer pp. 567-578., (10.1007/978-3-030-00776-8_52)
• Xu, J., Lin, C., Zhou, W. and Chen, Z. 2018. Subjective quality assessment of stereoscopic omnidirectional image. Presented at: 19th Pacific-Rim Conference on Multimedia, Hefei, China, 21-22 Sept 2018 Presented at Hong, R. et al. eds.Advances in Multimedia Information Processing – PCM 2018. Lecture Notes in Computer Science Vol. 11164. Springer pp. 589-599., (10.1007/978-3-030-00776-8_54)
• Zhou, W., Chen, Z. and Li, W. 2018. Stereoscopic video quality prediction based on end-to-end dual stream deep neural networks. Presented at: 19th Pacific-Rim Conference on Multimedia, Hefei, China, 21-22 Sept 2018 Presented at Hong, R. et al. eds.Advances in Multimedia Information Processing – PCM 2018, Vol. 11166. Lecture Notes in Computer Science Springer pp. 482-492., (10.1007/978-3-030-00764-5_44)
• Shi, L., Zhao, S., Zhou, W. and Chen, Z. 2018. Perceptual evaluation of light field image. Presented at: 2018 25th IEEE International Conference on Image Processing (ICIP), Athens, Greece, 07-10 October 20182018 25th IEEE International Conference on Image Processing (ICIP). IEEE pp. 41-45., (10.1109/ICIP.2018.8451077)
• Jin, X., Chen, Z., Lin, J., Chen, J., Zhou, W. and Shan, C. 2018. A decomposed dual-cross generative adversarial network for image rain removal. Presented at: British Machine Vision Conference 2018, Newcastle, UK, 3-6 September 2018.
• Hu, Y., Zhou, W., Zhao, S., Chen, Z. and Li, W. 2018. SDM: Semantic distortion measurement for video encryption. Presented at: 13th IEEE International Conference on Automatic Face & Gesture Recognition, Xi'an, China, 15-19 May 20182018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018). IEEE pp. 764-768., (10.1109/FG.2018.00120)
• Zhou, Y. and Zhou, W. 2018. Visual comfort assessment for stereoscopic image retargeting. Presented at: IEEE International Symposium on Circuits and Systems (ISCAS), Florence, Italy, 27-30 May 20182018 IEEE International Symposium on Circuits and Systems (ISCAS). pp. 1-5., (10.1109/ISCAS.2018.8351198)

2017

• Chen, Z., Zhou, W. and Li, W. 2017. Blind stereoscopic video quality assessment: from depth perception to overall experience. IEEE Transactions on Image Processing 27(2), pp. 721-734. (10.1109/TIP.2017.2766780)

2016

• Zhou, W., Liao, N., Chen, Z. and Li, W. 2016. 3D-HEVC visual quality assessment: database and bitstream model. Presented at: 8th International Conference on Quality of Multimedia Experience (QoMEX), Lisbon, 6-8 June 20162016 Eighth International Conference on Quality of Multimedia Experience (QoMEX). IEEE pp. 1-6., (10.1109/QoMEX.2016.7498946)