Multi-Camera Multi-Human Multi-Task ($M^3$) Video Analysis
Direction 1: Air-ground-view multi-human video analysis
Data Hightlight : Air-ground-view human detection, association and tracking (IJCV 2024)
Project page: https://github.com/RuizeHan/CVMHATB
Method Hightlight : A new spatial distribution feature for human association (TPAMI 2022)
Project page: https://github.com/RuizeHan/CVMHAT
Other basics/extensions:
1. Deep spatial-distribution feature for human cross-view connection (CVPR 2022)
Project page: https://github.com/RuizeHan/DMHA
2. Human shadow based complementary-view camera pose estimation (IJCV 2023)
Project page: https://github.com/RuizeHan/CVCR
3. Complementary-view co-interest person detection (ACM MM 2020)
Project page: https://github.com/RuizeHan/CIP
Direction 2: Multi-view multi-human video analysis
Hightlight : Self-supervided spatial-temporal human association (ACM MM 2021, Oral, Submitted to TPAMI)
Project page: https://github.com/realgump/MvMHAT
Other basics/extensions:
1. Image based mului-view human association (TIP 2022)
Project page: https://github.com/RuizeHan/DAN4Ass
2. Mului-view human registration in birds-eye view (CVPR 2024)
Project page: https://github.com/zekunqian/BEVSee
Direction 3: Multi-human activity analysis
Hightlight : Panoramic human activity recognition (ECCV 2022)
Project page: https://github.com/RuizeHan/PAR
Other basics/extensions:
1. Human group detection (ECCV 2022, Oral)
Project page: https://github.com/Jiaoma/SHGD
2. Multi-view human interaction detection (ACM MM 2020)
Project page: https://github.com/RuizeHan/CVID