Name: Yu Zhou
Academic Title: Associate Professor
Email: yuzhou@hust.edu.cn
Research Interests:
Computer Vision, Robot Vision, Automatic Drive
Education:
Ph. D degree, Images Processing and Computer Vision, Huazhong University of Science and Technology, 2014
Employment and Working Experience:
Associate Professor, School of Electronic Information and Communications, Huazhong University of Science and Technology, 2018- present
Assistant Professor, Beijing University of Post and Telecommunications, 2016- 2018
Postdoctoral Researcher, Beijing University of Post and Telecommunications, 2014- 2016
Visiting Scholar, Temple University, the U. S., 2012-2013
Teaching:
Fundamentals of Artificial Intelligence, Digital Image Processing
Selected Publications:
1. Feng Xue#, Junfeng Cao#, Yu Zhou*, Fei Sheng, Yankai Wang, Anlong Ming. Boundary-induced and Scene-aggregated Network for Monocular Depth Prediction. Pattern Recognition (PR). 2021.
2. Feng Xue, Anlong Ming, Yu Zhou*. Tiny Obstacle Discovery by Occlusion-aware Multilayer Regression. IEEE Transactions on Image Processing (TIP). 2020
3. Xiaolong Liu, Yuchao Sun, Jianghu Lu, Cong Yao, Yu Zhou*. Self-Similarity Action Proposal. IEEE Signal Processing Letters (SPL). 2020.
4. Xiang Bai#, Cong Fang#, Yu Zhou#, Song Bai#, Zaiyi Liu#, Qianlan Chen#, Yongchao Xu#, Tian Xia#, Shi Gong, Xudong Xie, Dejia Song, Ronghui Du, Chunhua Zhou, Chengyang Chen, Dianer Nie, Dandan Tu, Changzheng Zhang, Xiaowu Liu, Lixin Qin, Weiwei Chen. Predicting COVID-19 malignant progression with AI techniques.
5. Zhe Liu, Xin Zhao, Tengteng Huang, Ruolan Hu, Yu Zhou, Xiang Bai. TANet: Robust 3D Object Detection from Point Clouds with Triple Attention. In: Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI), 2020.
6. Rui Lu, Feng Xue, Menghan Zhou Anlong Ming and Yu Zhou*, Occlusion-shared and Feature-separated Network for Occlusion Relationship Reasoning. In: Proceedings of International Conference on Computer Vision(ICCV), 2019.
7. Feng Xue, Anlong Ming, Menghan Zhou and Yu Zhou*, A Novel Multi-layers Framework for Tiny Obstacle Discovery. In: Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), 2019.
8. Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou, Yu Zhou, Zheng Wang, and Xiaojie Guo. Visual Homing via Guided Locality Preserving Matching. IEEE International Conference on Robotics and Automation (ICRA), 2018.
9. Bo Li, Caiming Xiong, Tianfu Wu, Yu Zhou, Lun Zhang, Rufeng Chu, Neural Abstract Style Transfer for Chinese Traditional Painting, Asian Conference on Computer Vision (ACCV), 2018.
10. Menghan Zhou, Jianxiang Ma, Anlong Ming, Yu Zhou*, Objectness-aware Tracking via Double Layer Model. In: Proceedings of the 25th IEEE International Conference on Image Processing (ICIP), 2018.
11. Yu Zhou, Jianxiang Ma, Anlong Ming, Xiang Bai, Learning Training Samples for Occlusion Edge Detection and Its Application in Depth Ordering Inference, In: Proceedings of the 24th International Conference on Pattern Recognition (ICPR), 2018.
12. Jianxiang Ma, Anlong Ming, Zilong Huang, Xinggang Wang and Yu Zhou*, Object-level Proposals, in Proceedings of International Conference on Computer Vision(ICCV), 2017.
13. Yu Zhou, Xiang Bai, Wenyu Liu, Longin Jan Latecki, Similarity Fusion for Visual Tracking, International Journal of Computer Vision (IJCV), 118(3): 337-363, 2016.
14. Yu Zhou, Anlong Ming, Human Action Recognition with Skeleton Induced Discriminative Approximate Rigid Part Model, Pattern Recognition Letters (PRL), 83(3): 261-267, 2016.
15. Anlong Ming, Tianfu Wu, Jianxiang Ma, Fang Sun, and Yu Zhou, Monocular Depth Ordering Reasoning with Occlusion Edge Detection and Couple Layers Inference. IEEE Intelligent Systems. 31(2), 2016, pp: 54-65.
16. Anlong Ming, Baofeng Xun, Jia Ni, Mingfei Gao,Yu Zhou*. Learning Discriminative Occlusion Feature for Depth Ordering Inference on Monocular Image, In: Proceedings of the 22th IEEE International Conference on Image Processing (ICIP), 2015.
17. Yu Zhou, Yinfei Yang, Meng Yi, Xiang Bai, Wenyu Liu, Longin Jan Latecki. Online Multiple Person Detection and Tracking from Mobile Robot in Cluttered Indoor Environments with Depth Camera. International Journal of Pattern Recognition and Artificial Intelligence, (IJPRAI), 2014.
18. Xu Min, Yu Zhou, Shu Liu, Xiang Bai, "Real-time Object Tracking via Optimal Feature Subspace" In: Proceedings of the 21th IEEE International Conference on Image Processing (ICIP), 2014.
19. Quan Zhou, Ji Chen, Shiwei Ren, Yu Zhou, Jun Chen, Wenyu Liu. On Contrast Combinations for Visual Saliency Detection. The 20th International Conference on Image Processing (ICIP), 2013.
20. Yu Zhou, Xiang Bai, Wenyu Liu, Longin Jan Latecki. Fusion with Diffusion for Robust Visual Tracking. The 26th Annual Conference on Neural Information Processing System (NIPS), 2012.
21. Meng Yi, Yinfei Yang, Wenjing Qi, Yu Zhou, Yunfeng Li, Zygmunt Pizlo and Longin Jan Latecki Navigation toward Non-static Target Object using Footprint Detection based Tracking. The 11th Asian Conference on Computer Vision (ACCV), 2012.
22. Zhijun Yao, Yu Zhou, Juntao Liu and Wenyu Liu, A Fast and Effective Model-based Particle Filtering Object Tracking Algorithm.The 21st International Conference on Pattern Recognition (ICPR), 2012.
23. Jiayi Ma, Ji Zhao, Yu Zhou and Jinwen Tian. Mismatch Removal via Coherent Spatial Mapping. The 19th International Conference on Image Processing (ICIP), 2012.
Awards and Honors:
1st Place of the VOT short-term tracking challenge (VOT-ST2019) with ICCV 2019, Seoul, Korea.
