Ancong Wu  吴岸聪

Ph.D. student
Intelligence Science and System Lab (iSEE)
School of Electronics and Information Technology
Sun Yat-sen University, China

Email: wuanc@mail.sysu.edu.cn / wuancong@gmail.com

Brief biography: Ancong Wu received the bachelor's degree in intelligence science and technology from Sun Yat-sen University in 2015 and received Ph.D. degree in information and communication engineering from Sun Yat-sen University in 2020. He is now a Postdoc in Sun Yat-sen University, advised by Prof. Wei-Shi Zheng. His research interest is computer vision and he is studying multi-modality learning, metric learning and knowledge distillation for person re-identification.

Project

RGB-Infrared Cross-Modality Person Re-Identification

Ancong Wu, Wei-Shi Zheng, Shaogang Gong, Jianhuang Lai, "RGB-IR Person Re-Identification by Cross-Modality Similarity Preservation", In International Journal of Computer Vision (IJCV), 2020. [paper] [project page]

Scalable and Lightweight Person Re-Identification by Distillation

Ancong Wu, Wei-Shi Zheng, Xiaowei Guo, Jian-Huang Lai, "Distilled Person Re-identification: Towards a More Scalable System", In International Conference on Computer Vision and Pattern Recognition (CVPR), 2019.[paper] [supp]

Depth-based Person Re-Identification

Ancong Wu, Wei-Shi Zheng, Jian-Huang Lai, "Robust Depth-based Person Re-identification", IEEE Transactions on Image Processing (TIP), 2017. [paper] [project page (code)]

Asymmetric Metric Learning for Unsupervised Person Re-Identification

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), 2018. [paper] [code]

Publication [Google scholar]

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, to appear.

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.

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, to appear.

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, early access.

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.