I am currently a Ph.D. student supervised by Prof. Chen Change Loy at MMLab@NTU, in the School of Computer Science and Engineering, Nanyang Technological University, Singapore. Prior to my Ph.D. study, I received my B.Eng. degree in 2020 from Nanyang Technological University, and worked closely with Prof. Lap-Pui Chau for my undergraduate research. I am broadly interested in computer vision and related topics.
News
- 2023.08: Our paper Viedo Infilling with Rich Motion Prior is accepted by BMVC 2023.
Publications
Video Infilling with Rich Motion Prior
Xinyu Hou, Liming Jiang, Rui Shao, Chen Change Loy
British Machine Vision Conference (BMVC), 2023
A self-training approach for point-supervised object detection and counting in crowds
Yi Wang, Junhui Hou, Xinyu Hou, Lap-Pui Chau
IEEE Transactions on Image Processing (TIP), 2021
Dense point prediction: A simple baseline for crowd counting and localization
Yi Wang, Xinyu Hou, Lap-Pui Chau
IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 2021
Vehicle Tracking Using Deep SORT with Low Confidence Track Filtering
Xinyu Hou, Yi Wang, Lap-Pui Chau
IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2019
Educations
Ph.D. in Computer Science
Nanyang Technological University, 2021.08 - now
B.Eng. in Electrical and Electronic Engineering
Nanyang Technological University, 2016.08 - 2020.06
- Degree with honors (highest distinction)
- Dean’s List: 2019 - 2020
- CGPA: 4.72/5.0
- NTU Science and Engineering Undergraduate Scholarship
Academic Services
- Conference Reviewers: BMVC 2023, ICLR 2024