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: wuancong@mail2.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. He is now a Ph.D. student in Sun Yat-sen University, co-advised by Prof. Wei-Shi Zheng and Prof. Jianhuang Lai. His research interest is computer vision and he is studying multi-modality learning, metric learning and knowledge distillation for person re-identification.

Project

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]

RGB-Infrared Person Re-Identification

Ancong Wu, Wei-Shi Zheng, Hong-Xing Yu, Shaogang Gong, Jianhuang Lai, "RGB-Infrared Cross-Modality Person Re-Identification", In International Conference on Computer Vision (ICCV), 2017. [paper] [project page]

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

1. 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.

2. 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.

3. 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.

4. Ancong Wu, Wei-Shi Zheng, Jian-Huang Lai. Robust depth-based person re-identification. IEEE Transactions on Image Processing (TIP), 2017.

5. Ancong Wu, Wei-Shi Zheng, Jian-Huang Lai. Depth-based Person Re-identification. In Asian Conference on Pattern Recognition, 2015, oral.

6. 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, to appear.

7. 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, to appear.

8. 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.

9. Jiening Jiao, Wei-Shi Zheng, Ancong Wu, Xiatian Zhu, Shaogang Gong. Deep low-resolution person re-identification. In AAAI Conference on Artificial Intelligence, 2018.

10. Xiang Li, Ancong Wu, Wei-Shi Zheng. Adversarial open-world person re-identification. In European Conference on Computer Vision (ECCV), 2018.

11. 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.

12. 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.

13. 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.

14. 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.

15. Wei-Shi Zheng, Ancong Wu. Asymmetric person re-identification: cross-view person tracking in a large camera network. SCIENTIA SINICA Informationis, 2018.

16. Baoyu Yuan, Ancong Wu, Wei-Shi Zheng. Does A Body Image Tell Age. In IEEE International Conference on Pattern Recognition (ICPR), 2018.

17. Zelin Chen, Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng. Letter-level Writer Identification. In Automatic Face and Gesture Recognition (FG), 2018.

18. 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.

19. 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.

20. 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.