Ancong Wu 吴岸聪Associate professor Email: wuanc@mail.sysu.edu.cn / wuancong@gmail.com Brief biography: Ancong Wu received Ph.D. degree in information and communication engineering from Sun Yat-sen University in 2020 (advisors: Prof. Jianhuang Lai and Prof. Wei-Shi Zheng). He is a recipient of the CSIG Outstanding Ph.D. Thesis Award (中国图像图形学学会优博论文奖), Postdoctoral Innovation Talents Support Program (博新计划) and NSFC Young Scientist Fund (国自然青年基金). Research interests: My research focuses on weakly supervised learning, transfer learning and multi-modality learning algorithms for computer vision tasks: (1) Multi-modality scene understanding (2) Controllable image and 3D content generation (3) Tranferrable robotics manipulation |
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Project
Transferable Visible-Infrared Re-identification
Ancong Wu, Chengzhi Lin, Wei-Shi Zheng*. Asymmetric Mutual Learning for Unsupervised Transferable Visible-Infrared Re-Identification. IEEE TCSVT, 2024. [paper] [dataset & code]
Intra-Camera Supervised Person Re-Identification across Distant Scenes
Wenhang Ge, Chunyan Pan, Ancong Wu, Hongwei Zheng, Wei-Shi Zheng, "Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant Scenes", In ACM International Conference on Multimedia (ACM MM), 2021 (oral). [paper] [code]
Publication [Google scholar]
Delong Zhang, Yi-Xing Peng, Xiao-Ming Wu, Ancong Wu*, Wei-Shi Zheng*. PixelFade: Privacy-preserving Person Re-identification with Noise-guided Progressive Replacement. ACM MM, 2024.
Junkai Yan, Yipeng Gao, Qize Yang, Xihan Wei, Xuansong Xie, Ancong Wu*, Wei-Shi Zheng*. DreamView: Injecting View-specific Text Guidance into Text-to-3D Generation. ECCV, 2024.
Qijie Mo, Yipeng Gao, Shenghao Fu, Junkai Yan, Ancong Wu*, Wei-Shi Zheng*. Bridge Past and Future: Overcoming Information Asymmetry in Incremental Object Detection. ECCV, 2024.
Ancong Wu, Chengzhi Lin, Wei-Shi Zheng*. Asymmetric Mutual Learning for Unsupervised Transferable Visible-Infrared Re-Identification. IEEE TCSVT, 2024. [paper] [dataset & code]
Ancong Wu, Wei-Shi Zheng*. Factorized Diffusion Autoencoder for Unsupervised Disentangled Representation Learning. AAAI, 2024. [paper] [supp] [code]
Ancong Wu, Wenhang Ge, Wei-Shi Zheng. Rewarded Semi-Supervised Re-Identification on Identities Rarely Crossing Camera Views. IEEE TPAMI, 2023. [paper] [supp] [dataset]
Jiawei Feng, Ancong Wu*, Wei-Shi Zheng. Shape-Erased Feature Learning for Visible-Infrared Person Re-Identification. In CVPR, 2023.
Chengzhi Lin, Ancong Wu*, Junwei Liang, Jun Zhang, Wenhang Ge, Wei-Shi Zheng, Chunhua Shen. Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval. NeurIPS, 2022.
Chao Wu, Wenhang Ge, Ancong Wu, Xiaobin Chang*. Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentification. CVPR, 2022.
Wenhang Ge, Junlong Du, Ancong Wu*, Yuqiao Xian, Ke Yan, Feiyue Huang, Wei-Shi Zheng. Lifelong Person Re-identification by Pseudo Task Knowledge Preservation. In AAAI, 2022.
Wenhang Ge, Chunyan Pan, Ancong Wu*, Hongwei Zheng, Wei-Shi Zheng. Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant Scenes. In ACM International Conference on Multimedia (ACM MM), 2021. [paper] [code]
Peixian Hong, Tao Wu, Ancong Wu*, Xintong Han, Wei-Shi Zheng. Fine-Grained Shape-Appearance Mutual Learning for Cloth-Changing Person Re-Identification. In IEEE Computer Vision and Pattern Recognition (CVPR), 2021.
Ancong Wu, Wei-Shi Zheng, Shaogang Gong, Jianhuang Lai. RGB-IR Person Re-Identification by Cross-Modality Similarity Preservation. International Journal of Computer Vision (IJCV), 2020.
Ancong Wu, Wei-Shi Zheng, Jian-Huang Lai. Unsupervised Person Re-Identification by Camera-Aware Similarity Consistency Learning. In IEEE International Conference on Computer Vision (ICCV), 2019.
Ancong Wu, Wei-Shi Zheng, Jianhuang Lai. Distilled person re-identification: towards a more scalable system. In IEEE Computer Vision and Pattern Recognition (CVPR), 2019.
Ancong Wu, Wei-Shi Zheng, Hong-Xing Yu, Shaogang Gong, Jianhuang Lai. RGB-infrared cross-modality person re-identification. In IEEE International Conference on Computer Vision (ICCV), 2017.
Ancong Wu, Wei-Shi Zheng, Jian-Huang Lai. Robust depth-based person re-identification. IEEE Transactions on Image Processing (TIP), 2017. [paper] [code]
Ancong Wu, Wei-Shi Zheng, Jian-Huang Lai. Depth-based Person Re-identification. In Asian Conference on Pattern Recognition, 2015, oral.
Ancong Wu, Chengzhi Lin, Bogao Chen, Weihao Huang, Zeyu Huang, Wei-Shi Zheng. Transductive Multi-Object Tracking in Complex Events by Interactive Self-Training. ACM Multimedia (ACM MM) Grand Challenge, 2020. (First place in ACM MM Grand Challenge of multi-person motion tracking in complex event)
Sheng Wu, Ancong Wu*, Wei-Shi Zheng. Online Deep Transferable Dictionary Learning. Pattern Recognition (PR), 2021.
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 (TPAMI), 2021.
Jiahang Yin, Ancong Wu, Wei-Shi Zheng. Fine-grained Person Re-identification. International Journal of Computer Vision (IJCV), 2020.
Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng. Unsupervised Person Re-identification by Deep Asymmetric Metric Embedding. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.
Enwei Zhang, Xinyang Jiang, Hao Cheng, Ancong Wu, Fufu Yu, Ke Li, Xiaowei Guo, Feng Zheng, Wei-Shi Zheng, Xing Sun. One for More: Selecting Generalizable Samples for Generalizable ReID Model. AAAI Conference on Artificial Intelligence (AAAI), 2021.
Jingke Meng, Ancong Wu, Wei-Shi Zheng. Deep asymmetric video-based person re-identification. Pattern Recognition (PR), 2019.
Hong-Xing Yu, Wei-Shi Zheng, Ancong Wu, Xiaowei Guo, Shaogang Gong, Jian-Huang Lai. Unsupervised Person Re-identification by Soft Multilabel Learning. In IEEE Computer Vision and Pattern Recognition (CVPR), 2019.
Qize Yang, Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng. Patch Based Discriminative Feature Learning for Unsupervised Person Re-identification. In IEEE Computer Vision and Pattern Recognition (CVPR), 2019.
Jiening Jiao, Wei-Shi Zheng, Ancong Wu, Xiatian Zhu, Shaogang Gong. Deep low-resolution person re-identification. In AAAI Conference on Artificial Intelligence, 2018.
Xiang Li, Ancong Wu, Wei-Shi Zheng. Adversarial open-world person re-identification. In European Conference on Computer Vision (ECCV), 2018.
Zhou Yin, Wei-Shi Zheng, Ancong Wu, Hong-Xing Yu, Hai Wan, Xiaowei Guo, Feiyue Huang, Jianhuang Lai. Adversarial attribute-image person re-identification. In International Joint Conference on Artificial Intelligence (IJCAI), 2018.
Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng. Cross-view asymmetric metric learning for unsupervised person re-identification. In IEEE International Conference on Computer Vision (ICCV), 2017.
Jinjie You, Ancong Wu, Xiang Li, Wei-Shi Zheng. Top-push Video-based Person Re-identification. In IEEE Computer Vision and Pattern Recognition (CVPR), 2016.
Weiji Wu, Ancong Wu, Wei-Shi Zheng. Light Person Re-Identification by Multi-Cue Tiny Net. In IEEE International Conference on Image Processing (ICIP), 2018.
Wei-Shi Zheng, Ancong Wu. Asymmetric person re-identification: cross-view person tracking in a large camera network. SCIENTIA SINICA Informationis, 2018.
Baoyu Yuan, Ancong Wu, Wei-Shi Zheng. Does A Body Image Tell Age. In IEEE International Conference on Pattern Recognition (ICPR), 2018.
Zelin Chen, Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng. Letter-level Writer Identification. In Automatic Face and Gesture Recognition (FG), 2018.
Wei-Hong Li, Yafang Mao, Ancong Wu, Wei-Shi Zheng. Correlation Based Identity Filter: An Efficient Framework for Person Search. In International Conference on Image and Graphics, 2017.
Shangxuan Wu, Ying-Cong Chen, Xiang Li, Ancong Wu, Jin-Jie You, and Wei-Shi Zheng. An Enhanced Deep Feature Representation for Person Re-identification. In IEEE Winter Conference on Applications of Computer Vision (WACV), 2016.
Xiang Li, Ancong Wu, Mei Cao, Jinjie You and Wei-Shi Zheng. Towards More Reliable Matching for Person Re-identification. In International Conference on Identity, Security and Behavior Analysis, 2015.