Selected
Publications
(Full Publication List)
Book & Chapter
1. Wei-Shi Zheng, Zhenan Sun, Yunhong Wang, Xilin Chen, Pong C. Yuen, and Jianhuang
Lai, "Biometric Recognition," LNCS 7701, Springer, 2012 (ISBN:
978-3-642-35135-8)
2. Wei-Shi Zheng, JianHuang Lai, Pong C.
Yuen, "Linear Dimension Reduction," Encyclopedia of Biometrics,
Springer, pp. 899-903, 2009.
3. Wei-Shi Zheng, JianHuang Lai, Xiaohua Xie, Yan Liang, Pong C. Yuen, and Yaoxian
Zou, "Kernel Methods for Facial Image Preprocessing," Pattern
Recognition, Machine Intelligence and Biometrics---Expanding Frontiers, Springer and High Education Press, 2011.
4. Wei-Shi Zheng, Shaogang Gong, Tao Xiang. Group Association: Assisting
Re-identification by Visual Context, Person Re-Identification, Springer, 2013.
(*: indicating the PI (principal
investigator) of the research work, and also
the supervisor of the students of the paper of Sun Yat-sen University)
[AI Robotics and 3D]
6. Guo-Hao Xu#(student), Yi-Lin Wei#(student), Dian Zheng(student), Xiao-Ming Wu(student), Wei-Shi
Zheng*. Dexterous Grasp Transformer. IEEE/CVF Conference on Computer Vision
and Pattern Recognition (CVPR), 2024.(#equal
contribution)
5. Yan-Kang Wang(student), Chengyi Xing(student), Yi-Lin Wei(student), Xiao-Ming Wu(student), Wei-Shi
Zheng*. Single-view Scene Point Cloud Human Grasp Generation. IEEE/CVF
Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
4. Zhixuan Liu(student), Zibo Chen(student), Wei-Shi Zheng*. Simulating Complete Points Representations for
Single-view 6-DoF Grasp Detection. IEEE Robotics and Automation Letters (RA-L), 2024.
3. Yu-Kun Qiu(student), Guo-Hao
Xu(student), Wei-Shi Zheng*. Inner-Outer Aware Reconstruction Model
for Monocular 3D Scene Reconstruction. Advances in Neural Information
Processing Systems (NeurIPS), 2023.
2. Zibo Chen(student), Zhixuan Liu(student), Shangjin Xie(student), Wei-Shi
Zheng*. Grasp Region Exploration for 7-DoF Robotic Grasping in Cluttered
Scenes. International Conference on Intelligent Robots and Systems (IROS),
2023.
1. Zhixuan Liu(student), Zibo Chen(student), Shangjin Xie(student), Wei-Shi Zheng*. TransGrasp: A
Multi-Scale Hierarchical Point Transformer for 7-DoF Grasp Detection. ICRA
2022: 1533-1539
[Computer Vision and
Machine Learning]
Selected Journal
Publications:
81. Wei-Shi
Zheng, Junkai Yan, Yi-Xing Peng. A Versatile
Framework for Multi-scene Person Re-identification. IEEE Transactions on
Pattern Analysis and Machine Intelligence (PAMI), 2024.
80. Yi-Xing
Peng(student), Yuanxun Li(student), Wei-Shi
Zheng*. Revisiting Person Re-identification by Camera Selection. IEEE
Transactions on Pattern Analysis and Machine Intelligence (PAMI), accepted, 2023.[This is a five year's work. Thanks to all my students
who supported all our efforts in the past five years. Epsecially
thank Yixing for his persistence and Yuanxun for his
starting efforts. Thank PAMI's AE for waiting our resubmitted revision for
almost two years.]
79. Ancong Wu, Wenhang Ge, Wei-Shi
Zheng*. Rewarded Semi-Supervised
Re-Identification on Identities Rarely Crossing Camera Views. IEEE Transactions
on Pattern Analysis and Machine Intelligence (PAMI), doi:
10.1109/TPAMI.2023.3292936, 2023.
78. Gaojie Wu(student), Wei-Shi Zheng*, Yutong Lu
and Qi Tian. PSLT: A Light-weight Vision Transformer with Ladder Self-Attention
and Progressive Shift. IEEE Transactions on Pattern Analysis and Machine
Intelligence (PAMI), vol. 45, no. 9, pp. 11120-11135, 2023.
77. Qing Zhang,
Hao Jiang(student), Yongwei Nie,
and Wei-Shi Zheng*. Pyramid Texture Filtering. ACM Transactions on
Graphics (ACM TOG), SIGGRAPH 2023.
76. Haoxin Li(student), Wei-Shi Zheng*, Jianguo Zhang, Haifeng Hu, Jiwen
Lu, Jian-Huang Lai. Egocentric Action Recognition by Automatic Relation
Modeling. IEEE Transactions on Pattern Analysis and Machine Intelligence
(PAMI), vol. 45, no. 1, pp. 489-507, 2023.
75. Jibin Gao(student), Jia-Hui Pan(student), Wei-Shi
Zheng*. Automatic Modelling for Interactive Action Assessment.
International Journal of Computer Vision (IJCV), vol. 131, pp. 659-679, 2023.
74. Hao
Jiang(student), Qing Zhang, Yongwei Nie, Lei Zhu, Wei-Shi Zheng. Learning to Remove
Shadows from a Single Image. International Journal of Computer Vision (IJCV),
vol. 131, no. 9, pp. 2471-2488, 2023.
73. Jiayu Jiao(student), Yu-Ming Tang(student), Kun-YuLin(student), Yipeng
Gao(student), Jinhua Ma, Yaowei Wang, and Wei-Shi
Zheng*. DilateFormer: Multi Scale Dilated
Transformer for Visual Recognition. IEEE Transaction on Multimedia, 2023.
72. Yu-Kun Qiu(student), Fa-Ting
Hong(student), Wei-Hong Li(student), Wei-Shi Zheng*. Learning
Relation Models to Detect Important People in Still Images. IEEE Transactions
on Multimedia, to appear 2022. (DOI: 10.1109/TMM.2022.3211390)
71. Zelin Chen(student), Kun-Yu
Lin(student) and Wei-Shi Zheng*. Consistent Intra-video Contrastive
Learning with Asynchronous Long-term Memory Bank. IEEE Transactions on Circuits
and Systems for Video Technology, vol. 33, no. 3, pp. 1168-1180, 2023.
70. Jiaming
Zhou(student), Kun-Yu Lin(student), Yu-Kun Qiu(student), Wei-Shi
Zheng*. TwinFormer: Fine-to-Coarse Temporal
Modeling for Long-term Action Recognition. IEEE Transactions on Multimedia
(TMM), to appear, 2023.
69. Shao-Jie Zhang(student), Jia-Hui Pan(student),
Jibin Gao(student), Wei-Shi Zheng*.
Adaptive Stage-Aware Assessment Skill Transfer for Skill Determination. IEEE
Transactions on Multimedia (TMM), to appear 2023.
68. Xueyi Zheng, Ruixuan Wang, Xinke Zhang, Yan Sun, Haohuan
Zhang, Zihan Zhao, Yuanhang
Zheng, Jing Luo, Jiangyu Zhang, Hongmei
Wu, Dan Huang, Wenbiao Zhu, Jianning
Chen, Qinghua Cao, Hong Zeng, Rongzhen
Luo, Peng Li, Lilong Lan, Jingping
Yun, Dan Xie, Wei-Shi Zheng*, Junhang Luo*, Muyan Cai*. A deep
learning model and human-machine fusion for prediction of EBV-associated
gastric cancer from histopathology. Nature Communications, 2022.
67. Jiahui Pan, Jibin Gao, Wei-Shi
Zheng*. Adaptive Action Assessment. IEEE Transactions on Pattern Analysis
and Machine Intelligence (PAMI), vol. 44, no. 12, pp. 8779-8795, 2022.
66. Qing Zhang, Jin Zhou, Lei Zhu, Wei Sun, Chunxia
Xiao, and Wei-Shi Zheng*. Unsupervised Intrinsic Image
Decomposition Using Internal Self-similarity Cues.
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 44,
no. 12, pp. 9669-9686, 2022.
65. Wei-Shi
Zheng, Jincheng Hong, Jiening Jiao, Ancong Wu, Xiatian Zhu, Shaogang Gong, Jiayin Qin, and
Jian-Huang Lai*. Joint Bilateral-resolution Identity Modeling for
Cross-resolution Person Re-identification. International Journal of Computer
Vision (IJCV), vol. 130, pp. 136-156, 2022.
64. Jingke Meng, Wei-Shi Zheng*, Jian-Huang Lai,
Liang Wang. Deep Graph Metric Learning for Weakly Supervised Person
Re-Identification. IEEE Transactions on Pattern Analysis and Machine
Intelligence (PAMI), vol. 44, no. 10, pp. 6074-6093, 2022.
63. Jian-Fang Hu, Jiangxin Sun, Zihang Lin, Jianhuang Lai, Wenjun Zeng, and Wei-Shi Zheng*.
APANet: Auto-Path Aggregation for Future Instance
Segmentation Prediction. IEEE Transactions on Pattern Analysis and Machine
Intelligence (PAMI), vol. 44, no. 7, pp. 3386-3403, 2022.
62. Jiaxing
Chen, Wei-Shi Zheng*, Qize Yang, Jingke Meng, Richang Hong and Qi
Tian. Deep Shape-aware Person Re-identification for Overcoming Moderate
Clothing Changes. IEEE Transactions on Multimedia, vol. 24, pp. 4285-4300,
2022.
61. Shao-Jie Zhang, Jia-Hui Pan, Jibin Gao, and Wei-Shi Zheng*. Semi-Supervised
Action Quality Assessment with Self-Supervised Segment Feature Recovery. IEEE
Transactions on Circuits and Systems for Video Technology, vol. 32, no. 9, pp.
6017-6028, 2022.
60. Yi-Xing Peng, Jile Jiao, Xuetao Feng, and Wei-Shi
Zheng*. Consistent Discrepancy Learning for Intra-camera Supervised Person
Re-identification. IEEE Transactions on Multimedia, to appear 2022. (DOI:
10.1109/TMM.2022.3146775)
59. Zilong Zhong, Ying Li, Lingfei
Ma, Jonathan Li, and Wei-Shi Zheng*. Spectral–Spatial Transformer
Network for Hyperspectral Image Classification: A Factorized Architecture
Search Framework. IEEE Transactions on Geoscience and Remote Sensing, vol. 60,
pp. 1-15 2022.
58. Sheng Wu#,
and Wei-Shi Zheng*. Semisupervised
Feature Learning by Deep Entropy-Sparsity Subspace Clustering. IEEE
Transactions on Neural Networks and Learning Systems, vol. 33, no. 2, pp.
774-788, 2022.
57. Zhixuan Liu, Wei-Shi Zheng*. Learning
multimodal relationship interaction for visual relationship detection. Pattern
Recognition, vol. 132, 2022.
56. Qing Zhang, Yongwei Nie, Lei Zhu?Chunxia Xiao, Wei-Shi
Zheng*. A Blind Color Separation Model for Faithful Palette-based Image
Recoloring. IEEE Transactions on Multimedia, vol. 24, pp. 1545-1557, 2022.
55. Yi Zhong, Jiahui Pan, Haoxin Li, Wei-Shi
Zheng*. Weakly supervised action anticipation without object annotations.
Frontiers Comput. Sci. 17(2): 172313 (2022)
54. Qize Yang#, Ancong Wu#, Wei-Shi
Zheng*. Person Re-identification by Contour Sketch under Moderate Clothing Change.
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 43,
no. 6, pp. 2029-2046, 2021.
53. Zelin Chen, Hong-Xing Yu, Ancong
Wu, and Wei-Shi Zheng*. Letter-level Online Writer Identification.
International Journal of Computer Vision (IJCV), vol. 129, pp. 1394–1409, 2021.
52. Yani Ji, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng.
Arbitrary-View Human Action Recognition: A Varying-View RGB-D Action Dataset.
IEEE Transactions on Circuits and Systems for Video Technology, no. 31(1):
289-300 (2021)
51. Jian-Sheng Wu,
Meng-Xiao Song, Weidong Min, Jian-Huang Lai, Wei-Shi
Zheng. Joint adaptive manifold and embedding learning for unsupervised
feature selection. Pattern Recognition, vol. 112: 107742, 2021
50. Jiahang
Yin (student), Ancong Wu (student),
and Wei-Shi Zheng*. Fine-grained Person Re-identification.
International Journal of Computer Vision (IJCV), vol. 128, pp. 1654-1672,
2020.
[Dataset]
49. Ancong Wu (student), Wei-Shi
Zheng*, Shaogang Gong, Jianhuang Lai. RGB-IR
Person Re-Identification by Cross-Modality Similarity Preservation. International Journal of Computer Vision (IJCV),
vol. 128, pp. 1765-1785, 2020. [Dataset]
48. Hong-Xing Yu (student), Ancong Wu (student), Wei-Shi Zheng*.
Unsupervised Person Re-identification by Deep Asymmetric Metric Embedding. IEEE
Transaction on Pattern Analysis and Machine Intelligence (PAMI), vol. 42, no. 4, pp. 956-973, 2020.
[This work was
finished when Hong-Xing was an undergraduate student of his final year]
47. Qing Zhang, Yongwei Nie, Lei Zhu, Chunxia Xiao, and Wei-Shi Zheng*. Enhancing Underexposed Photos using
Perceptually Bidirectional Similarity. IEEE Transactions on Multimedia, vol.
23, no. 3, pp. 189-202, 2020.
46. Jian-Fang Hu (student), Wei-Shi Zheng*,
Lianyang Ma, Gang Wang, Jianhuang
Lai, and Jianguo Zhang. Early Action Prediction by
Soft Regression. IEEE Transactions on Pattern Analysis and
Machine Intelligence (PAMI), vol. 43, no. 11, 2019.
45. Peizhen Zhang (student),
Yongyi Tang (student),
Jian-Fang Hu (student), and Wei-Shi
Zheng*. Fast Collective Activity Recognition Under Weak Supervision. IEEE Transactions on Image Processing, vol. 29, no. 1, pp. 29-43, 2020.
44. Jingke Meng (student),
Ancong Wu (student), Wei-Shi
Zheng*.
Deep asymmetric video-based person re-identification. Pattern Recognition, vol. 93, pp. 430-441, 2019.
43.Wei-Hong Li (student),
Zhuowei Zhong (undergraduate
student), Wei-Shi
Zheng*.
One-pass person re-identification by sketch online discriminant analysis. Pattern Recognition, vol. 93, pp. 237-250, 2019.
42. Qing Zhang, Yongwei Nie, and Wei-Shi Zheng*. Dual Illumination Estimation for Robust
Exposure Correction. Pacific Graphics, vol. 38, no. 7, 2019.
41. Erping Long, ......, Wei-Shi Zheng, Weirong Chen, Haotian Lin, and Yizhi Liu. Discrimination of the behavioural
dynamics of visually impaired infants via deep learning. Nature Biomedical
Engineering, vol. 3, pp. 860-869, 2019.
40.
胡建芳, 王熊辉, 郑伟诗,
赖剑煌*. RGB-D 行为识别研究进展及展望.
自动化学报.
2019 May 20;45(5):829-40.
39. Ying-Cong Chen (student), Xiatian
Zhu, Wei-Shi Zheng*, and Jian-Huang Lai. Person Re-Identification by Camera Correlation Aware Feature Augmentation.
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI),
vol. 40, no. 2, pp.392-408, 2018.[Project Page (including
codes)]
38. JianFang
Hu (student), Wei-Shi Zheng*,
Jian-Huang Lai, and Jianguo Zhang. Jointly Learning Heterogeneous Features for RGB-D Activity Recognition. IEEE
Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 39,
no. 11, pp. 2186-2200, 2017.[Project Page (including
codes)]
37. 郑伟诗,吴岸聪. 非对称行人重识别:跨摄像机持续行人追踪.
中国科学:信息科学,
2018年第05期.
36. Shaofan Lai (undergraduate student), Wei-Shi
Zheng*, Jianfang Hu, and Jianguo
Zhang. Global-Local Temporal Saliency Action Prediction. IEEE Transactions
on Image Processing, vol. 27, no. 5, pp: 2272 - 2285, 2018.
[This work was finished when Long-Kai was an undergraduate student of his final
year]
35. Long-Kai Huang
(undergraduate student), Qiang
Yang(student), Wei-Shi
Zheng*. Online Hashing. IEEE Transactions on Neural Networks
and Learning Systems, vol. 29, no. 6, pp. 2309-2322, 2018.[code]
[This work was finished when Long-Kai was an undergraduate student of his final
year and submitted one year later after his graduation.]
34. Xiatian Zhu, Botong Wu (undergraduate student), Dongcheng Huang (student), Wei-Shi Zheng*. Fast Open-World Person
Re-Identification. IEEE Transactions on Image Processing, in press, 2018.
[This
work was finished when Xiantian was research
assistant and Botong was an undergraduate student in our
lab. They contributed equally for this work.]
33. Chenghao
Zhang (undergraduate student), and Wei-Shi
Zheng*. Semi-supervised Multi-view Discrete Hashing for Fast Image Search. IEEE
Transactions on Image Processing, vol. 26,
no. 6, pp. 2604-2617, 2017.
[This work was submitted when Chenghao was an undergraduate student of his final year]
32. Ancong
Wu (student), Wei-Shi
Zheng*,
Jian-Huang Lai. Robust Depth-based Person Re-identification.
IEEE Transactions on Image Processing, vol.
26, no. 6, pp. 2588-2603, 2017.
31. Jiansheng
Wu (student), Wei-Shi
Zheng*,
Jianhuang Lai, Ching Y. Suen. Euler Clustering on
Large-scale Dataset. IEEE Transactions on Big Data, 2017.
30. Jun-Yong Zhu (student), Wei-Shi
Zheng*,
Feng Lu, Jian-Huang Lai. Illumination Invariant Single Face Image Recognition under Heterogeneous
Lighting Condition. Pattern Recognition, vol. 66, pp.
313-327, 2017.
29. Jian-Fang Hu (student), Wei-Shi
Zheng*,
Xiaohua Xie, and Jian-Huang
Lai. Sparse Transfer for Facial Shape-from-Shading Face Shape Transfer for 3D
Face Shape Reconstruction. Pattern Recognition, to appear, 2017.
28. Jiazhi He (student), Jianfang Hu, Xi Lu, Wei-Shi
Zheng*. Multi-Task
Mid-Level Feature Learning for Micro-Expression Recognition. Pattern
Recognition, vol. 66, pp. 44-52, 2017.
27. Cairong Zhao, Xuekuan Wang, Wai Keung Wong, Wei-Shi Zheng,
Jian Yang, Duoqian Miao. Multiple metric learning
based on bar-shape descriptor for person re-identification. Pattern
Recognition, vol. 71, pp. 218-234, 2017.
26. Wei-Shi Zheng, Shaogang Gong, and Tao Xiang. Towards Open-World Person
Re-Identification by One-Shot Group-based Verification. IEEE
Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 38, no.
3, pp. 591-606, 2016.
25. Xiaojuan
Wang (undergraduate student), Wei-Shi Zheng*, Xiang
Li (student), and Jianguo Zhang. Cross-scenario Transfer
Person Re-identification. IEEE Transactions on Circuits and Systems for Video
Technology,
vol. 26, no. 8, pp. 1447-1460, 2016. [Supplementary]
24. Zhaoze
Zhou (student), Wei-Shi Zheng*, JianHuang
Hu(student), Yong Xu, Jane You. One-pass Online Learning: A Local Approach.
Pattern Recognition, 2016. [code]
23. Jian-Fang
Hu (student), Wei-Shi Zheng*, Jian-Huang Lai, Shaogang
Gong, and Tao Xiang. Exemplar-based Recognition of Human-Object
Interactions. IEEE
Transactions on Circuits and Systems for Video Technology, vol.
26, no. 4, pp. 647-660, 2016.[Project Page.
SYSU-ACTION Dataset]
22. Ying-Cong Chen (student), Wei-Shi Zheng*,
Jian-Huang Lai, Pong C. Yuen. An Asymmetric Distance Model for Cross-view
Feature Mapping in Person Re-identification. IEEE
Transactions on Circuits and Systems for Video Technology, 2016.[code]
21. Xiaohua
Xie, Lingxiao Yang,
and Wei-Shi Zheng*. Learning Object-Specific DAGs for Multi-Label
Material Recognition. Computer Vision and Image Understanding, vol. 143, pp.
183-190, 2016.
20. Xiaobin
Chang (student), Wei-Shi Zheng*, and Jianguo Zhang. Learning Person-Person Interaction in
Collective Activity Recognition.
IEEE Transactions on Image Processing, vol. 24, no. 6, pp. 1905-1918,
2015.
19. Jiansheng
Wu (student), Wei-Shi Zheng*, Jian-Huang Lai. Approximate Kernel
Competitive Learning. Neural Networks, pp. 117-132, 2015 [CODE]
18. Jun-Yong Zhu (student), Wei-Shi
Zheng*, Jian-Huang Lai, Stan Z. Li, "Matching NIR Face to
VIS Face using Transduction," IEEE Transactions on
Information Forensics and Security, vol. 9, no. 3, pp. 501-514, 2014.
17. Ran He, Wei-Shi Zheng, Tieniu Tan, and Zhenan Sun,
"Half-quadratic based
Iterative Minimization for Robust Sparse Representation," IEEE
Trans. on Pattern Analysis and Machine Intelligence, vol. 36, no. 2, pp.
261-275, 2014.[ESI Hightly
Cited Papers]
16. Wei-Shi Zheng, Shaogang Gong, and Tao Xiang,Re-identification by Relative Distance Comparison," IEEE Trans. on Pattern Analysis
and Machine Intelligence, vol. 35, no. 3, pp. 653-668, 2013. [Code][meta data for ilids,
ethz and viper used in the PAMI paper][ESIHightly
Cited Papers]
15. Ran He, Wei-Shi Zheng,
Bao-Gang Hu, and Xiang-Wei Kong, "Two-stage Nonnegative
Sparse Representation for Large-scale Face Recognition,"
IEEE Trans. on Neural Network and Learning System (TNNLS), vol. 24, no. 1, pp.
35-46, 2013.
14. Yu Chen+, Wei-Shi
Zheng+, Jian-Huang Lai, "Discriminant Subspace
Learning Constrained by Locally Statistical Uncorrelation for Face Recognition,"
Neural Networks, vol. 42, pp. 28-43, 2013.
13. Chang-Dong Wang, Jian-Huang Lai,
Dong Huang, and Wei-Shi Zheng, "SVStream:
A Support Vector Based Algorithm for Clustering Data Streams," IEEE Trans.
on Knowledge and Data Engineering, vol. 25, no. 6, pp. 1410 - 1424, 2013.
12. Wei-Shi Zheng, Shaogang Gong, and Tao Xiang, "Quantifying and
Transferring Contextual Information in Object Detection,"
IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 34, no. 4,
pp. 762-777, 2012.
11. Wei-Shi Zheng, JianHuang Lai, Shengcai Liao, and
Ran He, "Extracting Non-negative
Basis Images Using Pixel Dispersion Penalty," Pattern
Recognition, vol. 45, no. 8, pp. 2912-2926, 2012.[CODE]
10. Ran He, Wei-Shi Zheng,
and BaoGang Hu, "Maximum Correntropy
Criterion for Robust Face Recognition," IEEE Trans. on
Pattern Analysis and Machine Intelligence, vol. 33, no. 8, pp. 1561 - 1576,
2011.[ESI Hightly Cited Papers]
9. Ran He, BaoGang
Hu, Wei-Shi Zheng, and Xiang-Wei Kong, "Robust Principal
Component Analysis Based on Maximum Correntropy Criterion,"
IEEE Trans. on Image Processing, vol. 20, no. 6, pp. 1485-1494, 2011.
8. Xiaohua
Xie, Wei-Shi Zheng, Jian-Huang Lai, Pong
C. Yuen, and Ching Y. Suen, "Normalization of Face
Illumination Based on Large- and Small- Scale Features,"
IEEE Trans. on Image Processing, vol. 20, no. 7, pp. 1807 - 1821, 2011.
7. Ran He, Wei-Shi Zheng,
and BaoGang Hu, and Xiang-Wei Kong, "A Regularized
Correntropy Framework for Robust Pattern Recognition,"
Neural Computation, vol. 23, no. 8, pp. 2074-2100, 2011.
6. Guoyun
Lian, JianHuang Lai, and Wei-Shi Zheng,
"Spatial-temporal
Consistent Labeling of Tracked Pedestrians across Non-overlapping Camera Views,"
Pattern Recognition, vol. 44, no. 5, pp. 1121-1136, 2011.
5. Xiaohua
Xie, JianHuang Lai, and Wei-Shi Zheng, "Extraction of
Illumination Invariant Facial Features from A Single Image Using Nonsubsampled
Contourlet Transform," Pattern Recognition, vol. 43,
no.12, pp. 4177-4189, 2010.
4. Wei-Shi Zheng, Jian-Huang Lai, and Pong C. Yuen,
"Penalized Pre-image
Learning in Kernel Principal Component Analysis," IEEE Trans. on Neural Networks, vol. 21, no. 4, pp. 551-570, 2010. [Code]
3. Wei-Shi Zheng, Jian-Huang Lai, Pong C. Yuen, and Stan Z.
Li, "Perturbation LDA:
Learning the Difference between the Class Empirical Mean and Its Expectation,"
Pattern Recognition, vol. 42, no. 5, pp. 764-779, 2009.
[Code]
2. Wei-Shi Zheng, Jian-Huang
Lai, and Stan Z. Li, "1D-LDA versus 2D-LDA:
When Is Vector-based Linear Discriminant Analysis Better than Matrix-based?"
Pattern Recognition, vol. 41, no. 7, pp. 2156-2172, 2008.
1. Wei-Shi Zheng, Jian-Huang
Lai, and Pong C. Yuen, "GA-fisher: A New
LDA-based Face Recognition Algorithm with Selection of Principal Components,"
IEEE Transactions on Systems, Man, and Cybernetics, Part B, vol. 35, no. 5, pp.
1065-1078, 2005.
more ...
Top Conferences:
(*: indicating the PI (principal
investigator) of the research work, and also the supervisor
of the students of the paper of Sun Yat-sen
University)
107.
Dian Zheng(student), Xiao-Ming Wu(student), Shu-Zhou Yang, Jian Zhang, Jian-Fang Hu, Wei-Shi Zheng*.
Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion
Model. IEEE/CVF Conference on Computer
Vision and Pattern Recognition (CVPR), 2024.
106.
Angchi Xu(student), Wei-Shi
Zheng*. Efficient and Effective Weakly-Supervised Action Segmentation via
Action-Transition-Aware Boundary Alignment. IEEE/CVF Conference on Computer
Vision and Pattern Recognition (CVPR),
2024.
105.
Chaolei Tan(student), Jianhuang Lai, Wei-Shi Zheng, Jian-Fang Hu. Siamese
Learning with Joint Alignment and Regression for Weakly-Supervised Video
Paragraph Grounding. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
104.
Junjin Xiao(student),
Qing Zhang, Zhan Xu, Wei-Shi Zheng.
NECA: Neural Customizable Human Avatar. IEEE/CVF Conference on Computer Vision
and Pattern Recognition (CVPR), 2024.
103.
Tianming Liang(student),
Chaolei Tan(student), Beihao Xia, Wei-Shi Zheng, Jian-Fang
Hu. Ranking Distillation for Open-Ended Video Question Answering with
Insufficient Labels. IEEE/CVF Conference on Computer Vision and Pattern
Recognition (CVPR), 2024.
102.
Yipeng Gao(student), Zeyu Wang, Wei-Shi Zheng, Cihang
Xie, Yuyin Zhou. Sculpting
Holistic 3D Representation in Contrastive Language-Image-3D Pre-training.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
101. Xiao-Ming
Wu(student), Dian Zheng(student), Zuhao
Liu(student), Wei-Shi Zheng*. Estimator Meets Equilibrium
Perspective: A Rectified Straight Through Estimator for Binary Neural Networks
Training. IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
100. Shenghao Fu(student), Junkai
Yan(student), Yipeng Gao(student), Xiaohua Xie*, Wei-Shi
Zheng*. ASAG: Building Strong One-Decoder-Layer Sparse Detectors via
Adaptive Sparse Anchor Generation. IEEE/CVF International Conference on
Computer Vision (ICCV), 2023.
99. An-Lan
Wang(student), Kun-Yu Lin(student), Jia-Run
Du(student), Jingke Meng*, Wei-Shi Zheng*.
Event-Guided Procedure Planning from Instructional Videos with Text
Supervision. IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
98. Xiaoyuan Guan, Zhouwu Liu, Wei-Shi
Zheng, Yuren Zhou*, Ruixuan
Wang*. Revisit PCA-based Technique for Out-of-Distribution Detection. IEEE/CVF
International Conference on Computer Vision (ICCV), 2023.
97. Yu-Ming
Tang(student), Yi-Xing Peng(student), Wei-Shi Zheng*. When
Prompt-based Incremental Learning Does Not Meet Strong Pretraining. IEEE/CVF
International Conference on Computer Vision (ICCV), 2023.
96. Kun-Yu Lin(student), Jia-Run Du(student), Yipeng Gao(student), Jiaming Zhou(student), Wei-Shi
Zheng*. Diversifying Spatial-Temporal Perception for Video Domain
Generalization. Advances in Neural Information Processing Systems (NeurIPS), 2023.
95. Jianwei Tang, Jiangxin Sun, Xiaotong Lin, Lifang Zhang, Jian-Fang Hu*, Wei-Shi
Zheng. Temporal Continual Learning with Prior Compensation for Human Motion
Prediction. Advances in Neural Information Processing Systems (NeurIPS), 2023.
94. Zuhao Liu(student), Xiao-Ming Wu(student), Dian
Zheng(student), Kun-Yu Lin(student), Wei-Shi
Zheng*. Generating Anomalies for Video Anomaly Detection with Prompt-Based
Feature Mapping. IEEE/CVF Conference on Computer Vision and Pattern Recognition
(CVPR), 2023.
93. Yipeng Gao(student), Kun-Yu
Lin(student), Junkai Yan(student), Yaowei Wang, Wei-Shi Zheng*. AsyFOD: An Asymmetric Adaptation Paradigm for Few-Shot
Domain Adaptive Object Detection. IEEE/CVF Conference on Computer Vision and
Pattern Recognition (CVPR), 2023.
92. Chaolei Tan(student), Zihang
Lin(student), Jian-Fang Hu*, Wei-Shi Zheng, Jianhuang
Lai. Hierarchical Semantic Correspondence Networks for Video Paragraph
Grounding. IEEE/CVF Conference on Computer Vision and Pattern Recognition
(CVPR), 2023.
91. Zihang Lin(student), Chaolei
Tan(student), Jian-Fang Hu*, Zhi Jin,
Tiancai Ye, Wei-Shi Zheng. Collaborative
Static and Dynamic Vision-Language Streams for Spatio-Temporal
Video Grounding. IEEE/CVF Conference on Computer Vision and Pattern Recognition
(CVPR), 2023.
90. Jiawei
Feng(student), Ancong Wu*, Wei-Shi Zheng.
Shape-Erased Feature Learning for Visible-Infrared Person Re-Identification.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
88. Wenhang Ge(student), Junlong Du, Ancong Wu, Yuqiao Xian, Ke Yan, Feiyue Huang, Wei-Shi
Zheng. Lifelong Person Re-identification by Pseudo Task Knowledge
Preservation. AAAI 2022: 688-696
87. Kun-Yu Lin(student), Jiaming Zhou(student), Yukun Qiu(student), Wei-Shi
Zheng*. Adversarial Partial Domain Adaptation by Cycle Inconsistency. In
European Conference on Computer Vision (ECCV), pp. 530-548, 2022.
86. Yipeng Gao(student), Lingxiao
Yang, Yunmu Huang, Song Xie,
Shiyong Li, Wei-Shi Zheng*. AcroFOD: An Adaptive Method for Cross-Domain Few-Shot
Object Detection. In European Conference on Computer Vision (ECCV), pp.
673-690, 2022.
85. Yi Zhong(student), Chengyao
Wang(student), Shiyong Li, Zhu Zhou, Yaowei Wang, Wei-Shi Zheng*. Mixed Supervision
for Instance Learning in Object Detection with Few-shot Annotation. ACM
Multimedia 2022: 648-658.
84. Jibin
Gao(student), Junfu Pu, Honglun
Zhang, Ying Shan, Wei-Shi Zheng*. PC-Dance: Posture-controllable
Music-driven Dance Synthesis. ACM Multimedia 2022: 1261-1269
83. Angchi Xu(student), Ling-An Zeng(student), Wei-Shi Zheng*. Likert Scoring with Grade
Decoupling for Long-term Action Assessment. IEEE/CVF Conference on Computer
Vision and Pattern Recognition (CVPR), 2022.
82. Yu-Ming Tang(student), Yi-Xing Peng(student), Wei-Shi Zheng*. Learning to Imagine: Diversify
Memory for Incremental Learning using Unlabeled Data.
In IEEE International Conference on Computer Vision and Pattern Recognition
(CVPR), 2022.
81. Hanjun Li(student), Xingjia Pan, Ke Yan, Fan Tang,
and Wei-Shi Zheng*. SIOD: Single Instance Annotated Per Category
Per Image for Object Detection. In IEEE International Conference on Computer
Vision and Pattern Recognition (CVPR), 2022.
80. Jinrui Yang(student), Jiawei Zhang(student), Fufu Yu, Xinyang Jiang, Mengdan Zhang, Xing
Sun, Yingcong Chen, and Wei-Shi Zheng*.
Learning to Know Where to See: A Visibility-Aware Approach for Occluded Person
Re-identification. In IEEE Conference on Computer Vision (ICCV),
2021.
79. Shizhen Zhao, Changxin
Gao, Yuanjie Shao, Wei-Shi Zheng, and Nong
Sang. Weakly Supervised Text-based Person Re-Identification. In IEEE Conference
on Computer Vision (ICCV), 2021.
78. Zihang Lin(student), Jiangxin Sun(student), Jian-Fang Hu, Qizhi Yu, Jian-Huang Lai, and Wei-Shi Zheng.
Predictive Feature Learning for Future Segmentation Prediction. In IEEE
Conference on Computer Vision (ICCV), 2021.
77. Jiangxin Sun(student), Zihang Lin(student), Xintong
Han, Jian-Fang Hu, Jia Xu, and Wei-Shi Zheng. Action-guided 3D
Human Motion Prediction. In Neural Information Processing Systems,
2021.
76. Shaohao Lu(student), Yuqiao Xian(student), Ke
Yan, Yi Hu, Xing Sun, Xiaowei Guo, Feiyue Huang, and Wei-Shi Zheng*.
Discriminator-free Generative Adversarial Attack. ACM International
Conference on Multimedia (ACM MM), 2021.
75. Fa-Ting Hong(student), Jia-Chang Feng(student), Dan Xu, Ying Shan, and Wei-Shi Zheng*. Cross-modal
Consensus Network for Weakly Supervised Temporal Action Localization. ACM
International Conference on Multimedia (ACM MM), 2021.
74. Wenhang Ge(student), Chunyan Pan(student), Ancong
Wu, Hongwei Zheng, and Wei-Shi Zheng. Cross-Camera Feature
Prediction for Intra-Camera Supervised Person Re-identification across Distant
Scenes. ACM International Conference on Multimedia (ACM MM), 2021.
73. Jia-Chang Feng (student), Fa-Ting
Hong (student), Wei-Shi Zheng*. MIST: Multiple Instance
Self-Training Framework for Video Anomaly Detection. IEEE Conference on
Computer Vision and Pattern Recognition (CVPR), 2021
72. Jiaming Zhou (student), Kun-Yu
Lin (student), Haoxin Li (student), Wei-Shi
Zheng*. Graph-based High-order Relation Modeling for Long-term Action
Recognition. In IEEE Conference on Computer Vision and Pattern Recognition
(CVPR), 2021.
71. Hanjun Li (student), Gaojie
Wu (student), Wei-Shi Zheng*.
Combined Depth Space Based Architecture Search For
Person Re-identification. In IEEE Conference on Computer Vision and Pattern
Recognition (CVPR), 2021.
70. Jiaxing Chen (student), Xinyang
Jiang, Fudong Wang, Jun Zhang, Feng Zheng, Xing
Sun, Wei-Shi Zheng*. Learning 3D Shape Feature for
Texture-insensitive Person Re-identification. In IEEE Conference on Computer
Vision and Pattern Recognition (CVPR), 2021.
69. Peixian Hong (student), Tao Wu (student), Ancong Wu, Xintong Han, Wei-Shi
Zheng. Fine-Grained Shape-Appearance Mutual Learning for Cloth-Changing
Person Re-Identification. In IEEE Conference on Computer Vision and Pattern
Recognition (CVPR), 2021.
68. Lingan Zeng (student), Fating Hong (student), Wei-Shi Zheng*, Qizhi Yu, Wei Zeng, Yaowei
Wang, and Jian-Huang Lai. Hybrid Dynamic-static Context-aware Attention Network
for Action Assessment in Long Videos. ACM International Conference on
Multimedia (ACM MM), 2020.
67. Fa-Ting Hong (student), Xuanteng Huang
(undergraduate student), Wei-Hong Li, and Wei-Shi
Zheng*. MINI-Net: Multiple Instance Ranking Network for Video Highlight
Detection. In European Conference on Computer Vision (ECCV), 2020.
66. Jibin Gao (student), Wei-Shi Zheng*, Jia-Hui Pan (student), Chengying Gao*, Yaowei Wang, Wei
Zeng, Jianhuang Lai. An Asymmetric Modeling for Action Assessment. In European Conference on
Computer Vision (ECCV), 2020.
65. Hai Wang (student), Wei-Shi Zheng*,
Yingbiao Ling. Contextual Heterogeneous Graph Network
for Human-Object Interaction Detection.In European
Conference on Computer Vision (ECCV), 2020.
64. Shizhen Zhao, Changxin
Gao, Jun Zhang, Hao Cheng, Chuchu Han, Xinyang Jiang,
Xiaowei Guo, Wei-Shi Zheng, Nong Sang,
Xing Sun. Do Not Disturb Me: Person Re-identification Under the Interference of
Other Pedestrians. In European Conference on Computer Vision (ECCV), 2020.
63. Tanli Zuo (student), Yukun Qiu (student), Wei-Shi Zheng*. Neighbor
Combinatorial Attention for Critical Structure Mining. International
Joint Conference on Artificial Intelligence (IJCAI), 2020.
62. Hong-Xing Yu (student), and Wei-Shi
Zheng*. Weakly Supervised Discriminative Feature Learning with State
Information for Person Identification. In IEEE Conference on Computer Vision
and Pattern Recognition (CVPR), 2020.
61. Jinrui Yang (student), Wei-Shi Zheng*, Qize Yang (student), Yingcong Chen, Qi Tian. Spatial-Temporal
Graph Convolutional Network for Video-based Person Re-identification. In IEEE
Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
60. Haoxin Li (student), Wei-Shi Zheng*, Yu Tao (student), Haifeng Hu,
Jian-Huang Lai. Adaptive Interaction Modeling via
Graph Operations Search. In IEEE Conference on Computer Vision and Pattern
Recognition (CVPR), 2020.
59. Fa-Ting Hong (student), Wei-Hong
Li, Wei-Shi Zheng*. Learning to Detect Important People in
Unlabelled Images for Semi-supervised Important People Detection. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2020.
58. Zilong Zhong, Zhong Qiu Lin, Rene Bidart, Xiaodan Hu, Ibrahim Ben Daya, Zhifeng Li, Wei-Shi Zheng, Li Jonathan,
Alexander Wong. Squeeze-and-Attention Networks for Semantic Segmentation. In
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
57. Ganzhao Yuan, Li Shen, Wei-Shi Zheng. A Block
Decomposition Algorithm for Sparse Optimization. SIGKDD 2020.
56. Zhihui Zhu (student), Xinyang Jiang, Feng Zheng, Xiaowei Guo, Feiyue Huang, Xing Sun, Wei-Shi Zheng*.
Viewpoint-Aware Loss with Angular Regularization for Person Re-Identification.
In AAAI Conference on Artificial Intelligence (AAAI), 2020.
55. Qing Zhang, Gelin Yin (student), Yongwei Nie, Wei-Shi
Zheng*. Deep Camouflage Image. In AAAI Conference on Artificial
Intelligence (AAAI), 2020.
54. Xinyang Jiang, Yifei
Gong, Xiaowei Guo, Qize
Yang, Feiyue Huang, Wei-Shi Zheng, Feng
Zheng, Xing Sun. Rethinking Temporal Fusion for Video-based Person
Re-identification on Semantic and Time Aspect. In AAAI Conference on Artificial
Intelligence (AAAI), 2020.
53. Jiangxin Sun (student), Jiafeng Xie (student), Jian-Fang Hu, Zihang Lin (student), Jianhuang Lai, Wenjun Zeng, and Wei-Shi
Zheng. Predicting Future Instance Segmentation with Contextual Pyramid ConvLSTMs. ACM International Conference on Multimedia (ACM
MM), 2019.
52. Rong Zhang (student), Shuhan
Tan (student), Ruixuan Wang*, Siyamalan
Manivannan (student), Jingjing Chen (student), Haotian Lin, Wei-Shi Zheng.
Biomarker Localization by Combining CNN Classifier and Generative Adversarial Network, International Conference on Medical
Image Computing and Computer-Assisted Intervention (MICCAI), 2019.
51. Feifei Xue (student), Jin Peng (student), Ruixuan
Wang*, Qiong Zhang (student), Wei-Shi
Zheng. Improving Robustness of Medical Image Diagnosis with Denoising
Convolutional Neural Networks, International
Conference on Medical Image Computing and Computer-Assisted Intervention
(MICCAI), 2019.
50. Ancong Wu (student), Wei-Shi Zheng*, Jian-Huang Lai. Unsupervised Person
Re-identification by Camera-aware Similarity Consistency Learning. In IEEE
Conf. on Computer Vision (ICCV), 2019.
49. Jia-Hui Pan (student), Jibin Gao (student), Wei-Shi
Zheng*. Action Assessment by Joint Relation Graphs. In IEEE
Conference on Computer Vision (ICCV), 2019.(Oral)
48. Guoliang Pang (student), Xionghui
Wang (student), Jian-Fang Hu*, Qing Zhang, and Wei-Shi Zheng. DBDNet: Learning Bi-directional Dynamics for Early Action
Prediction. International Joint Conference on Artificial Intelligence (IJCAI),
2019.
47. Shuhan Tan(undergraduate student), Jiening
Jiao (student), Wei-Shi Zheng*. Weakly Supervised
Open-set Domain Adaptation by Dual-domain Collaboration. IEEE Conference on
Computer Vision and Pattern Recognition (CVPR), 2019.
46. Qize Yang (student), Hong-Xing Yu (student), Ancong Wu (student), Wei-Shi Zheng*.
Patch-based Discriminative Feature Learning for Unsupervised Person
Re-identification. In Proceedings of IEEE Conference on Computer Vision and
Pattern Recognition (CVPR), 2019.
45. Ancong Wu (student), Wei-Shi Zheng* and Jianhuang Lai. Distilled Person Re-identification: Towards
a More Scalable System. In IEEE International Conference on Computer Vision and
Pattern Recognition (CVPR), 2019.
44. Jingke Meng (student), Sheng Wu (student), Wei-Shi
Zheng*. Weakly Supervised Person Re-identification. In the IEEE Conference
on Computer Vision and Pattern Recognition (CVPR), 2019.
43. Hong-Xing Yu
(student), Wei-Shi Zheng*, Shaogang
Gong, Ancong Wu (student), Xiaowei
Guo, Jian-Huang Lai. Unsupervised person re-identification by soft multilabel
learning. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2019. (oral)
42. Wei-Hong Li
(student), Fa-Ting Hong (student), Wei-Shi Zheng*.
Learning to Learn Relation for Important People Detection in Still Images. In
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
41. Xionghui Wang (student), Jian-Fang Hu, Jianhuang
Lai, Jianguo Zhang, and Wei-Shi Zheng.
Progressive Teacher-student Learning for Early Action Prediction. In IEEE
Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
40. Haoxin Li (student), Yijun
Cai (student), Wei-Shi Zheng*. Deep Dual Relation Modeling
for Egocentric Interaction Recognition. In IEEE Conference on Computer Vision
and Pattern Recognition (CVPR), 2019.
39. Ruixing
Wang, Qing Zhang, Chi-Wing Fu, Wei-Shi Zheng, and Jiaya Jia. Underexposed Photo Enhancement using Deep
Illumination Estimation, IEEE Conference on Computer Vision and Pattern
Recognition (CVPR), 2019.(oral)
38. Ganzhao
Yuan, Li Shen, Wei-Shi Zheng*. A Decomposition Algorithm for the
Sparse Generalized Eigenvalue Problem. In IEEE Conference on Computer Vision
and Pattern Recognition (CVPR), 2019.
37. Yijun Cai (student), Haoxin Li,
Jian-Fang Hu, Wei-Shi Zheng*. Action Knowledge Transfer for Action
Prediction with Partial Videos. In AAAI Conference on Artificial Intelligence
(AAAI), 2019.
36. Xiang Li(undergraduate
student), Ancong Wu, Wei-Shi Zheng*.
Adversarial Open-World Person Re-Identification. In European Conference on
Computer Vision(ECCV), 2018.
35. Jianfang
Hu, Wei-Shi Zheng*, Jiahui Pan, Jianguo Zhang, JianHuang Lai.
Deep Bilinear Learning for RGB-D Action Recognition. In European Conference on
Computer Vision (ECCV), 2018.
34. Guang-Yuan
Hao(undergraduate student), Hong-Xing Yu, and Wei-Shi
Zheng*. MIXGAN: Learning Concepts from Different Domains for Mixture Generation.
In International Joint Conference on Artificial Intelligence (IJCAI), 2018.
33. Zhou Yin(student), Wei-Shi
Zheng*, Ancong Wu#, Hong-Xing Yu#, Hai Wan, Xiaowei Guo, Feiyue Huang, and Jianhuang Lai Adversarial Attribute-Image Person
Re-identification. In International Joint Conference on Artificial Intelligence
(IJCAI), 2018.
32. Yongyi
Tang(student), Lin Ma, Wei Liu, and Wei-Shi Zheng*. Long-Term Human
Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamic. In
International Joint Conference on Artificial Intelligence (IJCAI), 2018.
31. Hai Wan, Yonghao
Luo, Bo Peng, and Wei-Shi Zheng. Representation Learning for SceneGraph Completion via Jointly Structural and Visual
Embedding. In International Joint Conference on Artificial Intelligence
(IJCAI), 2018.
30. Jiening
Jiao(student), Wei-Shi Zheng*,
Ancong Wu, Xiatian Zhu, and
Shaogang Gong. Deep Low-resolution Person
Re-identification. In AAAI Conference on Artificial Intelligence (AAAI), 2018.
(oral)
29. Qing Zhang, Ganzhao
Yuan, Chunxia Xiao, Lei Zhu, Wei-Shi Zheng*.
High-Quality Exposure Correction of Underexposed Photos. In ACM International
Conference on Multimedia (ACM MM), 2018.
28. Yanli Ji,
F. Xu, Yang Yang, Fumin
Shen, Heng Tao Shen, Wei-Shi Zheng. A Large Scale RGB-D Database
for Arbitrary-view Human Action Recognition. In ACM International Conference on
Multimedia (ACM MM),2018.
27. Ancong
Wu (student), Wei-Shi Zheng*,
Hongxing Yu (undergraduate student), Shaogang Gong, Jianhuang
Lai. RGB-Infrared Cross-Modality Person Re-Identification. IEEE Conf.
on Computer Vision (ICCV), 2017
26. Hongxing
Yu (undergraduate student), Ancong
Wu (student), Wei-Shi Zheng*. Cross-view
Asymmetric Metric Learning for Unsupervised Person Re-identification. IEEE
Conf. on Computer Vision (ICCV), 2017
25. Ganzhao
Yuan, Wei-Shi Zheng, B. Ghanem. A Matrix Splitting Method for Composite
Function Minimization. IEEE Conf. on Computer Vision and Pattern
Recognition (CVPR), 2017.
24. Jian-Fang Hu(student), Wei-Shi
Zheng*, Liangyang Ma, Gang Wang, and Jianhuang Lai. Real-time RGB-D Activity Prediction by Soft
Regression. In European Conference on Computer Vision (ECCV), 2016.
23. Jinjie You
(student), Ancong Wu (student), Xiang Li
(student), Wei-Shi Zheng*. Top-push Video-based Person Re-identification. IEEE
Conf. on Computer Vision and Pattern Recognition (CVPR), 2016.[code]
22. Hailin Shi,
Xiangyu Zhu, Shengcai Liao,
Zhen Lei, Yang Yang, Wei-Shi Zheng,
and Stan Li. Embedding Deep Metric for Person Re-identification A Study
Against Large Variations. In European Conference on Computer Vision (ECCV),
2016.
21. Xiaoke
Zhu, Xiao-Yuan Jing, Fei Wu, YunhongWang, Wangmeng Zuo, Wei-Shi
Zheng. Learning Heterogeneous Dictionary Pair with Feature Projection
Matrix for Pedestrian Video Retrieval via Single Query Image. In AAAI
Conference on Artificial Intelligence, 2017.
20. Wei-Shi Zheng, Xiang Li
(student), Tao Xiang, Shengcai Liao, JianHuang Lai, Shaogang
Gong. Partial Person
Re-identification. IEEE Conf. on Computer Vision
(ICCV), 2015 (oral).
19. Xiang Li (student), Wei-Shi
Zheng*, Xiaojuan Wang (undergraduate student),
Tao Xiang, Shaogang Gong. Multi-scale Learning
for Low-resolution Person Re-identification. IEEE Conf. on
Computer Vision (ICCV), 2015.
18. Botong Wu
(undergraduate student), Qiang Yang (student), Wei-Shi
Zheng*, Yizhou Wang, and Jingdong
Wang. "Quantized Correlation
Hashing for Fast Cross-modal Search ," International
Joint Conference on Artificial Intelligence (IJCAI), 2015.[code]
17. Yingcong
Chen (student), Wei-Shi Zheng*, and Jian-Huang Lai, "Mirror Representation
for Modeling View-specific Transform in Person Re-identification," International
Joint Conference on Artificial Intelligence (IJCAI), 2015.[code]
16. Jian-Fang Hu
(student), Wei-Shi Zheng*, Jian-Huang Lai, and Jianguo Zhang, "Jointly Learning
Heterogeneous Features for RGB-D Activity Recognition," IEEE
Conf. on Computer Vision and Pattern Recognition
(CVPR), June 2015.[code]
15. Jian-Fang Hu (student), Wei-Shi
Zheng*, Jian-Huang Lai, Shaogang Gong, and Tao
Xiang, "Recognising Human-Object Interaction via
Exemplar based Modelling," IEEE Conf. on Computer Vision
(ICCV) 2013.
14. Yuanlu Xu,
Liang Lin, Wei-Shi Zheng, and Xiaobai
Liu, "Human Re-identification by Matching Compositional Template with
Cluster Sampling," IEEE Conf. on
Computer Vision (ICCV) 2013.
13. Jian-sheng
Wu (student), Wei-Shi Zheng*, Jian-huang
Lai, "Euler Clustering," International Joint Conference
on Artificial Intelligence (IJCAI), 2013.
12.Longkai Huang(undergraduate student),
Qiang Yang(student), Wei-Shi Zheng*,
"Online Hashing," International Joint
Conference on Artificial Intelligence (IJCAI), 2013. [Code]
11. Qiang
Yang(student), Longkai Huang(undergraduate
student), Wei-Shi Zheng*, Yingbiao
Ling. Smart Hashing Update
for Fast Response. International Joint Conference on
Artificial Intelligence (IJCAI), 2013.
10. Wenqi Li
(co-supervised student), Jianguo Zhang, Stephen
McKenna, Wei-Shi Zheng, Maria Coats, Frank Carey "Learning from Partially
Annotated OPT Images by Contextual Relevance Ranking,"
International Conference on Medical Image Computing and Computer Assisted
Intervention (MICCAI), 2013, accepted. (This paper is for the NSFC-RSE joint
project. Wenqi Li is the co-supervised student when I
was in University of Dundee)
9. Ran He, Tieniu Tan, Liang Wang, and Wei-Shi Zheng,
"l2,1 Regularized
Correntropy for Robust Feature Selection", IEEE Conf. on
Computer Vision and Pattern Recognition, Rhode
Island, USA, June 2012.
8. Wei-Shi Zheng, Shaogang Gong, and Tao Xiang, "Transfer
Re-identification: From Person to Set-based Verification", IEEE Conf.
on Computer Vision and Pattern Recognition, Rhode
Island, USA, June 2012.
7. Wei-Shi Zheng, Shaogang Gong, and Tao Xiang, "Person
Re-identification by Probabilistic Relative Distance Comparison",
IEEE Conf. on Computer Vision and Pattern Recognition, 2011 (Acceptance rate:
26.4%)
6. Ran He, Tieniu
Tan, Zhenan Sun, and Wei-Shi Zheng,
"Recovery of Corrupted
Low-Rank Matrices via Half-Quadratic based Nonconvex Minimization,"
IEEE Conf. on Computer Vision and Pattern Recognition, 2011. (Acceptance rate:
26.4%)
5. Ran He and Wei-Shi Zheng,
"Nonnegative Sparse
Coding for Discriminative Semi-supervised Learning,"
IEEE Conf. on Computer Vision and Pattern Recognition, 2011. (Acceptance rate:
26.4%)
4. Ran He, BaoGang
Hu, Wei-Shi Zheng, and YanQing Guo,
"Two-stage Sparse
Representation for Robust Recognition on Large-scale Database,"
In Proc. Twenty-Fourth AAAI Conference on Artificial Intelligence , 2010
(oral). (Acceptance rate: 26.9%)
3. Wei-Shi Zheng, Shaogang Gong, and Tao Xiang, "Quantifying Contextual
Information for Object Detection," In Proc. IEEE
International Conference on Computer Vision (ICCV), Kyoto, Japan, October,
2009. (Acceptance rate: 23%)
2. Xiaohua
Xie, Wei-Shi Zheng, Jian-Huang Lai, and Pong C. Yuen,
"Face Illumination
Normalization on Large and Small Scale Features,"
In Proc. IEEE International Conference on Computer Vision and Pattern
Recognition (CVPR), 2008. (Acceptance rate: 31%)
1. Wei-Shi Zheng, Stan Z.
Li, Jian-Huang Lai, and Shengcai Liao. On Constrained Sparse
Matrix Factorization. In Proc. IEEE International Conference
on Computer Vision (ICCV), Brazil, 2007. (Acceptance rate: 23%)
Main Conferences in Computer Vision and
Machine Learning:
(*: indicating the
PI (principal investigator) of the research work, and also
the supervisor of the students of the paper of Sun Yat-sen University)
28. Weixian
Lei(student), Rong Zhang(student), Yang Yang(student), Ruixuan
Wang*, Wei-Shi Zheng. Class-center Involved Triplet Loss for Skin
Disease Classification on Imbalanced Data,
International Symposium on Biomedical Imaging (ISBI) , 2020. [(Best
Paper Award Finalist)]
27. Qize
Yang (student), Ancong Wu, Wei-Shi
Zheng*. Deep Semi-supervised Person Re-identification with External Memory.
In IEEE International Conference on Multimedia and Expo (ICME), 2019.
26. Yixin Zhu (student), Jun-Yong Zhu, Wei-Shi Zheng.
Part-based Convolutional Network for Imbalanced Age Estimation. IEEE
International Conference on Multimedia and Expo (ICME), 2019.
25. Jianheng Li (student), Fuhang Liang, Yuanxun Li, Wei-Shi Zheng*. Fast Person Search
Pipeline. IEEE International Conference on Multimedia and Expo (ICME), 2019.
24. Peizhen Zhang (student), Feng Zheng, Junlong
Du, Jun Zhang, Xiaowei Guo, Wei-Shi Zheng*.
Particle swarm loss for lightweight object detection. IEEE International
Conference on Multimedia and Expo (ICME), 2019.
23. Benchao Li (student), Zhenzhong
Chen, Shan Liu, Wei-Shi Zheng*. Affective Content Analyses by Using
Cross-modal Embedding Learning Features. IEEE International Conference on
Multimedia and Expo (ICME), 2019.
22. Shuosen Guan (student), Haoxin
Li, Wei-Shi Zheng*. Unsupervised Learning for Optical Flow
Estimation Using Pyramid Convolution LSTM. In Proceedings of IEEE International
Conference on Multimedia and Expo (ICME), 2019.
21. Jianheng Li (student), Fuhang Liang, Yuanxun Li, Wei-Shi Zheng*. Fast Person Search
Pipeline. IEEE International Conference on Multimedia and Expo (ICME), 2019.
20. Hui Li, Meng Yang, Zhihui Lai, Wei-Shi Zheng, Zitong
Yu. Pedestrian re-identification based on Tree branch network with local and
global learning. IEEE International Conference on Multimedia and Expo (ICME),
2019.
19. Weihong
Li, Benchao Li, Wei-Shi Zheng*: PersonRank: Detecting Important People in Images. IEEE
International Conference on Automatic Face and Gesture Recognition
(FG), pp: 234-241, 2018. (oral)
18. Zelin
Chen, Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng*:
Letter-Level Writer Identification. IEEE International Conference on Automatic
Face and Gesture Recognition (FG), pp: 381-388, 2018. (spotlight)
17. Yi Zhong(student) and Wei-Shi
Zheng*. Unsupervised Learning for Forecasting Action Representations. ICIP
2018.
16. Benchao
Li(student), Wanhua Li(student), Yongyi
Tang(student), Jian-Fang Hu, and Wei-Shi Zheng*. GL-PAM RGB-D
Gesture Recognition. ICIP 2018.
15. Weiji
Wu(student), Ancong Wu(student), and Wei-Shi
Zheng*. Light Person Re-identification by Multi-Cue Tiny Net. ICIP 2018.
14. Baoyu
Yuan(student), Ancong Wu(student), Wei-Shi
Zheng*. Does A Body Image Tell Age? ICPR 2018.
13. Guangyun
Han, Xiaohua Xie, Wei-Shi
Zheng*, Jian-huang Lai. Learning Intrinsic Image Decomposition
by Deep Neural Network with Perceptual Loss. ICPR 2018.
12. Yongyi
Tang (student), Peizhen
Zhang (student), Jian-Fang Hu, Wei-Shi Zheng*. Latent
Embeddings for Collective Activity Recognition. IEEE AVSS, 2017.
11. Shangxuan
Wu(undergraduate student), Ying-Cong Chen(student),
Xiang Li(student), An-Cong Wu(student), Jin-Jie
You(student), and Wei-Shi Zheng*. An Enhanced Deep
Feature Representation for Person Re-identification.
WACV 2016.[Feature
Extracted by Ours]
10. Ancong Wu
(student), Wei-Shi Zheng*, and Jian-Huang Lai. Depth-based Person
Re-identification. Asian Conference on Pattern Recognition, 2015, to appear,
oral. (This work was done when Ancong was a undergraduate student)
9. Hongwei Li (student), Jianguo Zhang, Wei-Shi Zheng. HEp-2 Cells
Staining Patterns Classification via Wavelet Scattering Network and Random
Forest, 2015, to appear.
8. Xiang Li(student), Ancong Wu(student), Mei Cao, Jinjie
You(student) and Wei-Shi Zheng*. Towards More Reliable
Matching for Person Re-identification. Proceedings of the
First IEEE International Conference on Identity, Security and Behavior
Analysis, 2015.
7. Yonggang
Qi, Wei-Shi Zheng, Tao Xiang, Yi-Zhe
Song, Honggang Zhang, and Jun Guo. One-shot Learning of
Sketch Categories with Co-regularized Sparse Coding.
International Symposium on Visual Computing, 2014.
6. Jun-Yong
Zhu (student), Wei-Shi Zheng*, JianHuang
Lai, " Logarithm Gradient
Histogram: A General Illumination Invariant Descriptor for Face Recognition,"
IEEE Conference on Automatic Face and Gesture Recognition, 2013 (oral).[CODE]
5. Jun-Yong Zhu(student), Wei-Shi
Zheng*, JianHuang Lai, "Transductive VIS-NIR Face Matching,"
IEEE International Conference on Image Processing, 2012.
4. Wei-Shi Zheng, Shaogang Gong, and Tao Xiang, "Unsupervised Selective
Transfer Learning for Object Recognition," Asian Conference on Computer Vision (ACCV)
2010.
3. Wei-Shi Zheng, Shaogang Gong, and Tao Xiang, "Associating Groups of
People," In Proc. British Machine Vision Conference
(BMVC), London, September 2009.
2. Wei-Shi Zheng, Jian-Huang
Lai, "Regularized Locality
Preserving Learning of Pre-Image Problem in Kernel Principal Component Analysis,
" In Proc. 18th International Conference on Pattern Recognition (ICPR),
2006. (top 15%, oral)
1. Wei-Shi Zheng,
Jian-Huang Lai, and Pong C. Yuen. Weakly Supervised
Learning on Pre-image Problem in Kernel Methods.
In Proc. 18th International Conference on Pattern Recognition (ICPR), 2006
more ...