国际期刊（International Journal）
1. Xuewei Meng, Chuanmin Jia, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Spatio-temporal Correlation Guided Geometric Partitioning for Versatile Video Coding, IEEE Transactions on Image Processing, pp.30-42, Nov.2021 【PDF】
2. ACM Transactions on Multimedia Computing, Communications, and Applications, Learning to fool the speaker recognition, in Proceedings of ACM Transactions on Multimedia Computing, Communications, and Applications, vol.17, no.35, Nov.2021 【PDF】
3. Xijie Xiang, Lin Zhu, Jianing Li, Yixuan Wang, Tiejun Huang*, Yonghong Tian, Learning Super-Resolution Reconstruction for High Temporal Resolution Spike Stream, IEEE Transactions on Circuits and Systems for Video Technology, Nov.2021 【PDF】
4. Yifan Zhao, Jia Li, Xiaowu Chen, Yonghong Tian, Part-Guided Relational Transformers for Fine-Grained Visual Recognition, IEEE Transactions on Image Processing, Nov.2021 【PDF】
5. Guoqing Xiang, Xinfeng Zhang, Xiaofeng Huang, Fan Yang, Chuang Zhu, Huizhu Jia, Xiaodong Xie, Perceptual Quality Consistency Oriented CTU Level Rate Control for HEVC Intra Coding, IEEE Transactions on Broadcasting, Oct.2021 【PDF】
6. Lin Zhu, Siwei Dong, Tiejun Huang, Yonghong Tian, Hybrid Coding of Spatiotemporal Spike Data for a Bio-Inspired Camera, IEEE Transactions on Circuits and Systems for Video Technology, Oct.2021 【PDF】
7. Yang Li, Shengbin Meng, Xinfeng Zhang, Meng Wang, Shiqi Wang, Yue Wang, Siwei Ma, User-generated Video Quality Assessment: A Subjective and Objective Study, IEEE Transactions on Multimedia, Oct.2021 【PDF】
8. YiJie Zhao, Kendrick N. Kay, Yonghong Tian, Yixuan Ku, Sensory Recruitment Revisited: Ipsilateral V1 Involved in Visual Working Memory, Cerebral Cortex, Sept.2021 【PDF】
9. Heng Guo, Zhipeng Mo, Boxin Shi, Feng Lu, Sai-Kit Yeung, Ping Tan, and Yasuyuki Matsushita, Patch-based uncalibrated photometric stereo under natural illumination, IEEE Transactions on Pattern Analysis and Machine Intelligence, Sept.2021 【PDF】
10. Peiqi Duan, Zihao W. Wang, Boxin Shi, Oliver Cossairt, Tiejun Huang, and Aggelos K. Katsaggelos, Guided Event Filtering: Synergy between intensity images and neuromorphic events for high performance imaging, IEEE Transactions on Pattern Analysis and Machine Intelligence, Sept.2021 【PDF】
11. Ziwei Zhang, Chi Su, Liang Zheng, Xiaodong Xie, Yuan Li, On the Correlation among Edge, Pose and Parsing, IEEE Transactions on Pattern Analysis and Machine Intelligence, Sept.2021 【PDF】
12. Wen Gao, Siwei Ma, Lingyu Duan, Yonghong Tian, Peiyin Xing, Yaowei Wang, Shanshe Wang, Huizhu Jia, Tiejun Huang, Digital Retina: A Way to Make the City Brain More Efficient by Visual Coding, IEEE Transactions on Circuits and Systems for Video Technology, vol.31, no.11, pp.4147-4167, Aug.2021 【PDF】
13. Wen Gao, Siwei Ma, Lingyu Duan, Yonghong Tian, Peiyin Xing, Yaowei Wang, Shanshe Wang, Huizhu Jia, Tiejun Huang, Digital Retina: A Way to Make the City Brain More Efficient by Visual Coding, IEEE Transactions on Circuits and Systems for Video Technology, Aug.2021 【PDF】
14. Yongxing Dai, Jun Liu, Yan Bai, Zekun Tong, Ling-Yu Duan, Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification, IEEE Transactions on Image Processing, vol.30, no.1, pp.7815-7829, Aug.2021 【PDF】
15. Xiao Wang, Jin Tang, Bin Luo, Yaowei Wang, Yonghong Tian, Feng Wu, Tracking by Joint Local and Global Search: A Target-aware Attention based Approach, IEEE Transactions on Neural Networks and Learning Systems, Aug.2021 【PDF】
16. Yi Chang, Luxin Yan, Bingling Chen, Sheng Zhong, Yonghong Tian, Hyperspectral Image Restoration: Where Does the Low-Rank Property Exist, IEEE Transactions on Pattern Analysis and Machine Intelligence, Aug.2021 【PDF】
17. Guangyao Chen, Peixi Peng, Xiangqian Wang, Yonghong Tian, Adversarial Reciprocal Points Learning for Open Set Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, Aug.2021 【PDF】
18. Junru Li; Meng Wang; Li Zhang; Shiqi Wang; Kai Zhang; Shanshe Wang; Siwei Ma; Wen Gao, Sub-Sampled Cross-Component Prediction for Emerging Video Coding Standards, in Proceedings of IEEE Transactions on Image Processin, vol.30, pp.7305-7316, Aug.2021 【PDF】
19. Qi Zhang, Shanshe Wang, Xinfeng Zhang, Siwei Ma, Wen Gao, Just Recognizable Distortion for Machine Vision Oriented Image and Video Coding, International Journal of Computer Vision, vol.129, no.10, pp.2889–2906, Aug.2021 【PDF】
20. Yan Bai, Ce Wang, Yihang Lou, Lun Liu, Ling-Yu Duan, Hierarchical Connectivity-Centered Clustering for Unsupervised Domain Adaptation on Person Re-Identification, IEEE Transactions on Image Processing, vol.30, no.1, pp.6715-6729, Jul.2021 【PDF】
21. Jia Li*, Jinming Su, Changqun Xia*, Mingcan Ma, Yonghong Tian, Salient Object Detection With Purificatory Mechanism and Structural Similarity Loss, IEEE Transactions on Image Processing, Jul.2021 【PDF】
22. Yan Bai, Jun Liu, Yihang Lou, Ce Wang, Lingyu Duan, Disentangled Feature Learning Network and a Comprehensive Benchmark for Vehicle Re-Identification, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.14, no.8, pp.1-17, Jul.2021 【PDF】
23. Yingji Zhong, Yaowei Wang, Shiliang Zhang*, Progressive Feature Enhancement for Person Re-Identification, IEEE Trans. on Image Processing (T-IP), vol.30, pp.8384-8395, Jun.2021 【PDF】
24. Yajing Zheng, Lingxiao Zheng, Zhaofei Yu*, Boxin Shi, Yonghong Tian, Tiejun Huang, High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Jun.2021 【PDF】
25. Huy Phan, Oliver Y. Chén, Philipp Koch, Zongqing Lu, Ian McLoughlin, Alfred Mertins, and Maarten De Vos, Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning, IEEE Transactions on Biomedical Engineering, vol.68, no.6, pp.1787-1798, Jun.2021 【PDF】
26. Rui Ma, Yuan Li, Huizhu Jia, Yishi Shi, Xiaodong Xie, Tiejun Huang, Optical information hiding with non-mechanical ptychography encoding, Optics and Lasers in Engineering, vol.141, pp.106569, Jun.2021 【PDF】
27. Xiao Wang, Zhe Chen, Jin Tang, Bin Luo, Yaowei Wang, Yonghong Tian, Feng Wu, Dynamic Attention guided Multi-Trajectory Analysis for Single Object Tracking, IEEE Transactions on Circuits and Systems for Video Technology, May 2021 【PDF】
28. Zongxian Li, Qixiang Ye, Chong Zhang, Jingjing Liu, Shijian Lu, Yonghong Tian, Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection, IEEE Transactions on Multimedia, May 2021 【PDF】
29. Mingbao Lin, Liujuan Cao, Shaojie Li, Qixiang Ye, Yonghong Tian, Jianzhuang Liu, Qi Tian, Rongrong Ji, Filter Sketch for Network Pruning, IEEE Transactions on Neural Networks and Learning Systems, May 2021 【PDF】
30. Yongjie Zhu, Chen Li, Si Li, Boxin Shi, and Yu-Wing Tai, Hybrid face reflectance, illumination, and shape from a single image, IEEE Transactions on Pattern Analysis and Machine Intelligence, May 2021 【PDF】
31. Fangwei Zhong, Peng Sun, Wenhan Luo, Tingyun Yan, Yizhou Wang, AD-VAT+: An Asymmetric Dueling Mechanism for Learning and Understanding Visual Active Tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.43, no.5, pp.1467-1482, May 2021 【PDF】
32. Noor Felemban, Fidan Mehmeti, Hana Khamfroush, Zongqing Lu, Swati Rallapalli, Kevin Chan, and Thomas La Porta, PicSys: Energy-Efficient Fast Image Search on Distributed Mobile Networks, IEEE Transactions on Mobile Computing, vol.20, no.4, pp.1574-1589, Apr.2021 【PDF】
33. Shangzhi Teng, Shiliang Zhang*, Qingming Huang, Nicu Sebe, Viewpoint and Scale Consistency Reinforcement for UAV Vehicle Re-Identification, International Journal of Computer Vision (IJCV), vol.129, pp.719-735, Mar.2021 【PDF】
34. Qi Yan, Yajing Zheng, Shanshan Jia, Yichen Zhang, Zhaofei Yu, Feng Chen, Yonghong Tian, Tiejun Huang, Jian K. Liu, Revealing Fine Structures of the Retinal Receptive Field by Deep Learning Network, IEEE Transactions on Cybernetics, Mar.2021 【PDF】
35. Qi Yan, Yajing Zheng, Shanshan Jia, Yichen Zhang, Zhaofei Yu, Feng Chen, Yonghong Tian, Tiejun Huang, Jian K. Liu, Revealing Fine Structures of the Retinal Receptive Field by Deep-Learning Networks, IEEE Transactions on Cybernetics, Mar.2021 【PDF】
36. Shuang Yang, Yueyu Hu, Wenhan Yang, Ling-Yu Duan, Jiaying Liu, Towards Coding for Human and Machine Vision: Scalable Face Image Coding, IEEE Transactions on Multimedia, vol.1, no.23, pp.2957-2971, Mar.2021 【PDF】
37. Jianing Li, Yihua Fu, Siwei Dong, Zhaofei Yu, Tiejun Huang, Yonghong Tian, Asynchronous Spatiotemporal Spike Metric for Event Cameras, IEEE Transactions on Neural Networks and Learning System, Mar.2021 【PDF】
38. Xiawu Zheng, Rongrong Ji, Yuhang Chen, Qiang Wang, Baochang Zhang, Jie Chen, Qixiang Ye, Feiyue Huang, Yonghong Tian, MIGO-NAS: Towards Fast and Generalizable Neural Architecture Search, IEEE Transactions on Pattern Analysis and Machine Intelligence, Mar.2021 【PDF】
39. Shangzhi Teng, Shiliang Zhang*, Qingming Huang, Nicu Sebe, Multi-View Spatial Attention Embedding for Vehicle Re-Identification, IEEE Trans. on Circuits and Systems for Video Technology (T-CSVT), vol.31, no.2, pp.816-827, Feb.2021 【PDF】
40. Xiaobin Liu，Shiliang Zhang*, Who is Closer: A Computational Method for Domain Gap Evaluation, Pattern Recognition (PR), vol.122, pp.1-11, Feb.2021 【PDF】
41. Wenjie Wang, Ling-Yu Duan, Hao Jiang, Peiguang Jing, Xuemeng Song, Liqiang Nie, Market2Dish: Health-aware Food Recommendation, ACM Transactions on Multimedia Computing, Communications, and Applications, vol.1, no.17, pp.1-19, Feb.2021 【PDF】
42. Xin Yang, Xuemeng Song, Fuli Feng, Haokun Wen, Ling-Yu Duan, Liqiang Nie, Attribute-wise Explainable Fashion Compatibility Modeling, ACM Transactions on Multimedia Computing, Communications, and Applications, vol.1, no.17, pp.1-21, Feb.2021 【PDF】
43. Fidan Mehmeti, Noor Felemban, Zongqing Lu, Kristina Wheatman, Gregory Cirincione, and Thomas F. La Porta, Quality of Information in Gathering Information via Video Analytics for Military Networks, IEEE Communications Magazine, vol.59, no.02, pp.50-55, Feb.2021 【PDF】
44. Zongqing Lu, Swati Rallapalli, Kevin Chan, Shiliang Pu, and Thomas La Porta, Augur: Modeling the Resource Requirements of ConvNets on Mobile Devices, IEEE Transactions on Mobile Computing, vol.20, no.2, pp.352-365, Feb.2021 【PDF】
45. Huijing Zhan, Jie Lin, Kenan Emir Ak, Boxin Shi, Ling-Yu Duan, and Alex C. Kot, A3-FKG: Attentive Attribute-Aware Fashion Knowledge Graph for Outfit Preference Prediction, IEEE Transactions on Multimedia, Feb.2021 【PDF】
46. Shanshan Jia, Zhaofei Yu, Arno Onken, Yonghong Tian, Tiejun Huang, Jian K. Liu, Neural System Identification With Spike-Triggered Non-Negative Matrix Factorization, IEEE Transactions on Cybernetics, Jan.2021 【PDF】
47. Meng Wang; Shiqi Wang; Junru Li; Li Zhang; Yue Wang; Siwei Ma; Sam Kwong, Low Complexity Trellis-Coded Quantization in Versatile Video Coding, IEEE Transactions on Image Processin, vol.30, pp.2378-2393, Jan.2021 【PDF】
48. Lingbo Yang; Pan Wang; Chang Liu; Zhanning Gao; Peiran Ren; Xinfeng Zhang; Shanshe Wang; Siwei Ma; Xiansheng Hua; Wen Gao, Towards Fine-Grained Human Pose Transfer With Detail Replenishing Network, IEEE Transactions on Image Processing, vol.30, pp.2422-2435, Jan.2021 【PDF】
49. Dingquan Li, Tingting Jiang, and Ming Jiang, Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training, International Journal of Computer Vision (IJCV), Special Issue on Computer Vision in the Wild, vol.129, pp.1238–1257, Jan.2021 【PDF】
国际会议（International Conference）
50. Dongkai Wang, Shiliang Zhang*, Gang Hua, Robust Pose Estimation in Crowded Scenes with Direct Pose-Level Inference, in Proceedings of Twenty-fifth Conference on Neural Information Processing Systems, Virtual, Dec.2021 【PDF】
51. Zhenhua Liu, Yunhe Wang, Kai Han, Wei Zhang, Siwei Ma, Wen Gao, Post-Training Quantization for Vision Transformer, in Proceedings of Advances in Neural Information Processing Systems, Sydney, Australia, Dec.2021 【PDF】
52. Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Yan Ye, Xiang Xinguang, Wen Gao, MAU: A Motion-Aware Unit for Video Prediction and Beyond, in Proceedings of Advances in Neural Information Processing Systems, Sydney, Australia, vol.34, Dec.2021 【PDF】
53. Chu Zhou, Minggui Teng, Yufei Han, Chao Xu, and Boxin Shi, Learning to dehaze with polarization, in Proceedings of Conference on Neural Information Processing Systems, Virtual (online), Dec.2021 【PDF】
54. Wei Fang,Zhaofei Yu,Yanqi Chen,Tiejun Huang,Timothée Masquelier,Yonghong Tian, Deep Residual Learning in Spiking Neural Networks, in Proceedings of The 35th Conference on Neural Information Processing System, Virtual-only Conference, Dec.2021 【PDF】
55. Fangqiu Yi , Hongyu Wen and Tingting Jiang, ASFormer: Transformer for Action Segmentation, The British Machine Vision Conference, Virtual, Nov.2021 【PDF】
56. Jianming Ye, Shiliang Zhang*, Jingdong Wang, Hybrid Network Compression via Meta-Learning, in Proceedings of ACM International Conference on Multimedia, Chengdu, China, Oct.2021 【PDF】
57. Wei Fang, Zhaofei Yu*, Yanqi Chen, Timothee Masquelier, Tiejun Huang, Yonghong Tian, Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks, in Proceedings of 2021 IEEE/CVF International Conference on Computer Vision, Montreal, Canada, Oct.2021 【PDF】
58. Yixiong Zou, Shanghang Zhang, Jianpeng Yu, Yonghong Tian*, José M. F. Moura, Revisiting Mid-Level Patterns for Cross-Domain Few-Shot Recognition, in Proceedings of 29th ACM International Conference Multimedia, 中国/成都, Oct.2021 【PDF】
59. Yixiong Zou, Shanghang Zhang, Guangyao Chen, Yonghong Tian*, Kurt Keutzer, José M. F. Moura, Annotation-Efficient Untrimmed Video Action Recognition, in Proceedings of 29th ACM International Multimedia, 中国/成都, Oct.2021 【PDF】
60. Jing Zhao, Jiyu Xie, Ruiqin Xiong, Jian Zhang, Zhaofei Yu, Tiejun Huang, Super-Resolve Dynamic Scene from Continuous Spike Streams, in Proceedings of IEEE International Conference on Computer Vision, Virtual, Oct.2021 【PDF】
61. Zhaodong Kang, Jianing Li, Lin Zhu, Yonghong Tian, etinomorphic Sensing: A Novel Paradigm for Future Multimedia Computing, in Proceedings of the 29th ACM International Conference Multimedia, 中国/成都, Oct.2021 【PDF】
62. Lin Zhu, Jianing Li, Xiao Wang, Tiejun Huang, Yonghong Tian, NeuSpike-Net: High Speed Video Reconstruction via Bio-inspired Neuromorphic Cameras, in Proceedings of 2021 IEEE/CVF International Conference on Computer Vision, Montreal, Canada, Oct.2021 【PDF】
63. Yongxing Dai, Jun Liu, Yifan Sun, Zekun Tong, Chi Zhang, Ling-Yu Duan, IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID, in Proceedings of IEEE/CVF International Conference on Computer Vision, Virtual (online), pp.11864-11874, Oct.2021 【PDF】
64. Lin Zhang, Yong Luo, Yan Bai, Bo Du, Ling-Yu Duan, Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment, in Proceedings of IEEE/CVF International Conference on Computer Vision, Virtual (online), pp.4420-4428, Oct.2021 【PDF】
65. Jin Han, Yixin Yang, Chu Zhou, Chao Xu, and Boxin Shi, EvIntSR-Net: Event guided multiple latent frames reconstruction and super-resolution, in Proceedings of International Conference on Computer Vision, Virtual (online), pp.4882-4891, Oct.2021 【PDF】
66. Chu Zhou, Minggui Teng, Jin Han, Chao Xu, and Boxin Shi, DeLiEve-Net: Deblurring low-light images with light streaks and local events, in Proceedings of International Conference on Computer Vision Workshop PBDL, Virtual (online), pp.1155-1164, Oct.2021 【PDF】
67. Guangyao Chen, Peixi Peng*, Li Ma, Jia Li, Lin Du, Yonghong Tian, Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain, in Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, Montreal, Canada, Oct.2021 【PDF】
68. Jiguo Li, Chuanming Jia, Xinfeng Zhang, Siwei Ma, Wen Gao, Cross Modal Compression: Towards Human-comprehensible Semantic Compression, in Proceedings of the 29th ACM International Conference on Multimedia, Chengdu, China, pp. 4230-4238, Oct.2021 【PDF】
69. Dingquan Li, Tingting Jiang, Ming Jiang, Vajira Lasantha Thambawita, and Haoliang Wang, Reproducibility Companion Paper: Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment, In Proceedings of the 29th ACM International Conference on Multimedia, Virtual, Oct.2021 【PDF】
70. Lingbo Yang, Zhanning Gao, Siwei Ma, Wen Gao, Intrinsic Temporal Regularization for High-resolution Human Video Synthesis, in Proceedings of the 29th ACM International Conference on Multimedia, Chengdu, China, pp.2438-2446, Oct.2021 【PDF】
71. Wenkang Shan, Haopeng Lu, Shanshe Wang, Xinfeng Zhang, Wen Gao, Improving Robustness and Accuracy via Relative Information Encoding in 3D Human Pose Estimation, In Proceedings of the 29th ACM International Conference on Multimedia, Chengdu, China, pp.3446-3454, Oct.2021 【PDF】
72. Yang Li, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Yue Wang, Quality Assessment of End-to-End Learned Image Compression: The Benchmark and Objective Measure, In Proceedings of the 29th ACM International Conference on Multimedia, Chengdu, China, pp.4297-4305, Oct.2021 【PDF】
73. Zihao Liu, Ruiqin Xiong, Tingting Jiang, Multi-level Relationship Capture Network for Automated Skin Lesion Recognition, International Conference On Medical Image Computing and Computer Assisted Intervention, Virtual, Oct.2021 【PDF】
74. Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao, IPRNN: An Information-Preserving Model For Video Prediction Using Spatiotemporal Grus, in Proceedings of International Conference on Image Processing, Anchorage, Alaska, USA, pp.2703--2707, Sept.2021 【PDF】
75. Yunlong Li; Xinfeng Zhang; Shanshe Wang; Siwei Ma, A Fuzzy-based Adaption Controller for Low Latency Live Video Streaming, in Proceedings of IEEE International Conference on Image Processing, Anchorage, AK, USA, pp.2169-2173, Sept.2021 【PDF】
76. Tianliang Fu, Kai Zhang, Li Zhang, Shanshe Wang, Siwei Ma, An Enhanced Reference Structure For Reference Picture Resampling (RPR) In VVC, in Proceedings of IEEE International Conference on Image Processing, Anchorage, AK, USA, pp.2069-2073, Sept.2021 【PDF】
77. Yuhuai Zhang, Kai Zhang, Li Zhang, Hongbin Liu, Yue Wang, Siwei Ma, Wen Gao, Implicit Selected Transform Skip Method for AVS3, in Proceedings of IEEE International Conference on Image Processing, Anchorage, AK, USA, Sept.2021 【PDF】
78. Mingzhou Liu, Fandong Zhang, Xinwei Sun, Yizhou Yu, Yizhou Wang, CA-Net: Leveraging Contextual Features for Lung Cancer Prediction, in Proceedings of International Conference on Medical Image Computing and Computer Assisted Interventions, Online, Sept.2021 【PDF】
79. Churan Wang, Xinwei Sun, Fandong Zhang, Yizhou Yu, Yizhou Wang, DAE-GCN: Identifying Disease-Related Features for Disease Prediction, in Proceedings of International Conference on Medical Image Computing and Computer Assisted Interventions, Online, Sept.2021 【PDF】
80. Kongming Liang, Kai Han, Xiuli Li, Xiaoqing Cheng, Yizhou Wang, Yizhou Yu, Symmetry-Enhanced Attention Network for Acute Ischemic Infarct Segmentation with Non–Contrast CT Images, in Proceedings of International Conference on Medical Image Computing and Computer Assisted Interventions, Online, Sept.2021 【PDF】
81. Xiaobin Liu，Shiliang Zhang*, Graph Consistency based Mean-Teaching for Unsupervised Domain Adaptive Person Re-Identification, in Proceedings of International Joint Conference on Artificial Intelligence, Virtual, Aug.2021 【PDF】
82. Tianxiao Gao, Ruiqin Xiong, Rui Zhao, Jian Zhang, Shuyuan Zhu, Tiejun Huang, Recover the Residual of Residual: Recurrent Residual Refinement Network for Image Super-Resolution, in Proceedings of IEEE International Conference on Image Processing, Anchorage, AK, USA, pp.1804-1808, Aug.2021 【PDF】
83. Yang Li, Xinfeng Zhang, Shiqi Wang, Siwei Ma, C.-C. Jay Kuo, On quality control of user-generated-content (UGC) compression, In Proceedings of SPIE, Applications of Digital Image Processing XLIV, San Diego, California, USA, pp.52-58, Aug.2021 【PDF】
84. Yanqi Chen, Zhaofei Yu, Wei Fang, Tiejun Huang, Yonghong Tian, Pruning of Deep Spiking Neural Networks through Gradient Rewiring, in Proceedings of the 30th International Joint Conference on Artificial Intelligence, Virtual Reality, Aug.2021 【PDF】
85. Jianhao Ding, Zhaofei Yu, Yonghong Tian, Tiejun Huang, Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks, in Proceedings of the 30th International Joint Conference on Artificial Intelligence, Virtual Reality, Aug.2021 【PDF】
86. Jianhui Chang, Zhenghui Zhao, Lingbo Yang, Chuanmin Jia, Jian Zhang, Siwei Ma, Thousand to One: Semantic Prior Modeling for Conceptual Coding, in Proceedings of International Conference on Multimedia and Expo, Shenzhen, China, Jul.2021 【PDF】
87. Shengsen Wu, Yan Bai, Ce Wang, Lingyu Duan, Person Retrieval with Conv-Transformer, in Proceedings of IEEE International Conference on Multimedia and Expo, Virtual (online), pp.1-6, Jul.2021 【PDF】
88. Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Yan Ye, Wen Gao, ASTM: An Attention based Spatiotemporal Model for Video Prediction Using 3D Convolutional Neural Networks, in Proceedings of International Conference on Multimedia and Expo, Shenzhen, China, Jul.2021 【PDF】
89. Zhimeng Huang, Chuanmin Jia, Shanshe Wang, Siwei Ma, Visual Analysis Motivated Rate-Distortion Model for Image Coding, in Proceedings of International Conference on Multimedia and Expo, Shenzhen, China, pp.1-6, Jul.2021 【PDF】
90. Yuqing Liu; Xinfeng Zhang; Shanshe Wang; Siwei Ma; Wen Gao, Spatial-Temporal Correlation Learning for Real-Time Video Deinterlacing, in Proceedings of International Conference on Multimedia and Expo, Shenzhen, China, Jul.2021 【PDF】
91. Ivan V. Bajic, Weisi Lin, Yonghong Tian, Collaborative Intelligence: Challenges and Opportunities, in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, Toronto, Canada, Jul.2021 【PDF】
92. Fangwei Zhong, Peng Sun, Wenhan Luo, Tingyun Yan, Yizhou Wang, Towards Distraction-Robust Active Visual Tracking, in Proceedings of The Thirty-eighth International Conference on Machine Learning, Online, Jul.2021 【PDF】
93. Jiajian Zhao, Yifan Zhao, Jia Li*, Ke Yan, Yonghong Tian, Heterogeneous Relational Complement for Vehicle Re-identification, in Proceedings of IEEE International Conference on Computer Vision, Montreal, Canada, Jun.2021 【PDF】
94. Shiyu Xuan，Shiliang Zhang*, Intra-Inter Camera Similarity for Unsupervised Person Re-Identification, in Proceedings of Computer Vision and Pattern Recognition, Virtual, Jun.2021 【PDF】
95. Yajing Zheng, Lingxiao Zheng, Zhaofei Yu, Boxin Shi1, Yonghong Tian1, Tiejun Huang, High-speed Image Reconstruction through Short-term Plasticity for Spiking Cameras, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Nashville, TN, USA, Jun.2021 【PDF】
96. Xiao Wang, Xiujun Shu, Zhipeng Zhang, Bo Jiang, Yaowei Wang*, Yonghong Tian, Feng Wu, Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Nashville, TN, USA, Jun.2021 【PDF】
97. Tianliang Fu, Kai Zhang, Li Zhang, Shanshe Wang, Siwei Ma, Hardware Friendly Interweaved Prediction for Affine Motion Compensation, in Proceedings of Picture Coding Symposium, Bristol, United Kingdom, Jun.2021 【PDF】
98. Jing Zhao, Bin Li, Jiahao Li, Ruiqin Xiong, Yan Lu, A Universal Encoder Rate Distortion Optimization Framework for Learned Compression, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition Workshop, Nashville, TN, USA, Jun.2021 【PDF】
99. Peiyin Xing, Xiaofei Liu*, Peixi Peng, Tiejun Huang, Yonghong Tian, Allocating DNN Layers Computation Between Front-End Devices and the Cloud Server for Video Big Data Processing, in Proceedings of The international Conference Acoustics, Speech, & Signal Processing, Toronto, Ontario, Canada., Jun.2021 【PDF】
100. Qian Zheng, Boxin Shi, Jinnan Chen, Xudong Jiang, Ling-Yu Duan, and Alex C. Kot, Single image reflection removal with absorption effect, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Virtual (online), pp.13395-13404, Jun.2021 【PDF】
101. Yuchen Hong, Qian Zheng, Lingran Zhao, Xudong Jiang, Alex C. Kot, and Boxin Shi, Panoramic image reflection removal, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Virtual (online), pp.7762-7771, Jun.2021 【PDF】
102. Yongjie Zhu, Yinda Zhang, Si Li , and Boxin Shi, Spatially-varying outdoor lighting estimation from intrinsics, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Virtual (online), pp.12834-12842, Jun.2021 【PDF】
103. Xu Cao, Boxin Shi, Fumio Okura, and Yasuyuki Matsushita, Normal integration via inverse plane fitting with minimum point-to-plane distance, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Virtual (online), pp.2382-2391, Jun.2021 【PDF】
104. Heng Guo, Fumio Okura, Boxin Shi, Takuya Funatomi, Yasuhiro Mukaigawa, and Yasuyuki Matsushita, Multispectral photometric stereo for spatially-varying spectral reflectances: A well posed problem?, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Virtual (online), pp.963-971, Jun.2021 【PDF】
105. Peiqi Duan, Zihao W. Wang, Xinyu Zhou, Yi Ma, and Boxin Shi, EventZoom: Learning to denoise and super resolve neuromorphic events, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Virtual (online), pp.12824-12833, Jun.2021 【PDF】
106. Jing Zhao, Ruiqin Xiong, Hanfan Liu, Jian Zhang, Tiejun Huang, Spk2ImgNet: Learning to Reconstruct Dynamic Scene from Continuous Spike Stream, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Nashville, TN, USA, Jun.2021 【PDF】
107. Xiaoxuan Ma, Jiajun Su, Chunyu Wang, Hai Ci, Yizhou Wang, Context Modeling in 3D Human Pose Estimation: A Unified Perspective, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Online, Jun.2021 【PDF】
108. Botong Wu, Sijie Ren, Jing Li, Xinwei Sun, Shimin Li, Yizhou Wang, Disease Forecast via Progression Learning, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Online, Jun.2021 【PDF】
109. Jing Li, Xinwei Sun, Botong Wu, Yizhou Wang, Causal Hidden Markov Model for Time Series Disease Forecasting, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Online, Jun.2021 【PDF】
110. Daochang Liu, Qiyue Li, Tingting Jiang, Yizhou Wang, Towards Unified Surgical Skill Assessment, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Online, Jun.2021 【PDF】
111. Yongxing Dai, Xiaotong Li, Jun Liu, Zekun Tong, Ling-Yu Duan, Generalizable Person Re-Identification With Relevance-Aware Mixture of Experts, in Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition, Virtual (online), pp.16145-16154, Jun.2021 【PDF】
112. Yan Bai, Jile Jiao, Wang Ce, Jun Liu, Yihang Lou, Xuetao Feng, Ling-Yu Duan, Person30K: A Dual-Meta Generalization Network for Person Re-Identification, in Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition, Virtual (online), pp.2123-2132, Jun.2021 【PDF】
113. Lei Zhao, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Yan Ye, Siwei Ma, Wen Gao, Instance Segmentation Based Background Reference Frame Generation for Surveillance Video Coding, in Proceedings of Picture Coding Symposium, Bristol, United Kingdom, Jun.2021 【PDF】
114. Daochang Liu, Qiyue Li, Tingting Jiang, Yizhou Wang, Rulin Miao, Fei Shan, Ziyu Li, Towards Unified Surgical Skill Assessment, in Proceedings of The IEEE Conference on Computer Vision and Pattern Recognition, Virtual, Jun.2021 【PDF】
115. Zhimeng Huang, Kai Lin, Chuanmin Jia, Shanshe Wang, Siwei Ma, Beyond VVC: Towards Perceptual Quality Optimized Video Compression Using Multi-Scale Hybrid Approaches, in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, Virtual, pp.1866-1869, Jun.2021 【PDF】
116. Suhong Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao, Flow-Grounded Dynamic Texture Synthesis for Video Compression., in Proceedings of 31st Data Compression Conference, Snowbird, UT, USA, May 2021 【PDF】
117. Xuewei Meng, Jiaqi Zhang, Chuanmin Jia, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Optimized Adaptive Loop Filter in Versatile Video Coding, in Proceedings of 31st Data Compression Conference, Snowbird, UT, USA, pp.359, May 2021 【PDF】
118. Xu Han, Shanshe Wang, Yong Chen, Siwei Ma, Wen Gao, Intra Block Partition Structure Prediction via Convolutional Neural Network, in Proceedings of 31st Data Compression Conference, Snowbird, UT, USA, pp.343, May 2021 【PDF】
119. Haopeng Lu, Huiwen Ren, Yanan Feng, Shanshe Wang, Siwei Ma, Wen Gao, GazeTance Guidance: Gaze and Distance-Based Content Presentation for Virtual Museum, in Proceedings of IEEE conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, Lisbon, Portugal, pp.462-463, May 2021 【PDF】
120. Zhenghui Zhao, Chuanmin Jia, Shanshe Wang, Siwei Ma, Jiansheng Yang, Learned Image Compression Using Adaptive Block-Wise Encoding and Reconstruction Network, in Proceedings of IEEE International Symposium on Circuits and Systems, Daegu, Korea, May 2021 【PDF】
121. Huang Ju, Huang Xiaofeng, Xiang Guoqing, Li Yuan, Jia Huizhu, Xie Xiaodong, Hardware-Friendly Coding Unit Decision Scheme for HEVC, in Proceedings of IEEE International Symposium on Circuits and Systems, Daegu, Korea, pp.1-5, May 2021 【PDF】
122. Yongjie Zhu, Jiajun Tang, Si Li, and Boxin Shi, DeRenderNet: Intrinsic image decomposition of urban scenes with shape-(in)dependent shading rendering, in Proceedings of International Conference on Computational Photography, Haifa, Israel, May 2021 【PDF】
123. Yanqi Chen, Zhaofei Yu, Wei Fang, Tiejun Huang, Yonghong Tian, Pruning of Deep Spiking Neural Networks through Gradient Rewiring, in Proceedings of the 30th International Joint Conference on Artificial Intelligence, Montreal, Canada, May 2021 【PDF】
124. Jianhao Ding, Zhaofei Yu*, Yonghong Tian*, Tiejun Huang, Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks, in Proceedings of the 30th International Joint Conference on Artificial Intelligence, Montreal, Canada, May 2021 【PDF】
125. Li Ma, Peixi Peng*, Peiyin Xing, Yaowei Wang, Yonghong Tian, Reducing Image Compression Artifacts for Deep Neural Networks, in Proceedings of 2021 Data Compression Conference, Snowbird, Utah, USA, Mar.2021 【PDF】
126. Mingbao Lin, Rongrong Ji, Yuxin Zhang, Baochang Zhang, Yongjian Wu, Yonghong Tian, Channel Pruning via Automatic Structure Search, in Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, Yokohama, Japan, pp.673-679, Jan.2021 【PDF】
国内期刊 (Chinese Journal)
127. 陈光耀，彭佩玺，田永鸿, 紧致化神经网络的鲁棒性分析, 中国科学：技术科学, 2021年09月 【PDF】
128. 李家宁, 田永鸿, 神经形态视觉传感器的研究进展及应用综述, 计算机学报, 2021年06月 【PDF】
129. 赵耀,田永鸿,党建武,付树军,王恒友,万军,安高云,杜卓然,廖理心,韦世奎 , 面向智慧城市的交通视频结构化分析前沿进展, 视频结构化分析前沿进展, 2021年06月 【PDF】
130. 刘宇擎，张玉槐，段沛奇，施柏鑫，余肇飞，黄铁军，高文, 针对强人工智能安全风险的技术应对策略, 中国工程科学, vol.23,no.3,2021年06月 【PDF】
131. 贾川民, 马海川, 杨文瀚, 任文琦, 潘金山, 刘东, 刘家瑛, 马思伟, 视频处理与压缩技术, 中国图象图形学报, vol.26,no.6,pp.1179-1200, 2021年06月 【PDF】
国内会议 (Chinese Conference)
132. Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Yan Ye, Wen Gao, STAE: A Spatiotemporal Auto-Encoder for High-Resolution Video Prediction, in Proceedings of International Conference on Multimedia and Expo, Shenzhen, China, Jul.2021 【PDF】
