no code implementations • 4 Apr 2024 • Rui Wang, Chuanfu Shen, Manuel J. Marin-Jimenez, George Q. Huang, Shiqi Yu
Current gait recognition research mainly focuses on identifying pedestrians captured by the same type of sensor, neglecting the fact that individuals may be captured by different sensors in order to adapt to various environments.
2 code implementations • 22 Dec 2023 • Shinan Zou, Chao Fan, Jianbo Xiong, Chuanfu Shen, Shiqi Yu, Jin Tang
Compared to existing datasets, CCGR has both population and individual-level diversity.
1 code implementation • 22 Nov 2023 • Chao Fan, Jingzhe Ma, Dongyang Jin, Chuanfu Shen, Shiqi Yu
In this paper, we introduce a novel skeletal gait representation named skeleton map, together with SkeletonGait, a skeleton-based method to exploit structural information from human skeleton maps.
1 code implementation • CVPR 2023 • Chao Fan, Junhao Liang, Chuanfu Shen, Saihui Hou, Yongzhen Huang, Shiqi Yu
To this end, we first develop a flexible and efficient gait recognition codebase named OpenGait.
1 code implementation • CVPR 2023 • Chuanfu Shen, Chao Fan, Wei Wu, Rui Wang, George Q. Huang, Shiqi Yu
Video-based gait recognition has achieved impressive results in constrained scenarios.
1 code implementation • 12 Nov 2022 • Chao Fan, Junhao Liang, Chuanfu Shen, Saihui Hou, Yongzhen Huang, Shiqi Yu
To this end, we first develop a flexible and efficient gait recognition codebase named OpenGait.
1 code implementation • 28 Jun 2022 • Chuanfu Shen, Shiqi Yu, Jilong Wang, George Q. Huang, Liang Wang
We provide a comprehensive survey on recent literature using deep learning and a discussion on the privacy and security of gait biometrics.
no code implementations • 8 Mar 2022 • Chuanfu Shen, Beibei Lin, Shunli Zhang, George Q. Huang, Shiqi Yu, Xin Yu
Also, we design an Inception-like ReverseMask Block, which has three branches composed of a global branch, a feature dropping branch, and a feature scaling branch.
Ranked #2 on Gait Recognition on OUMVLP
1 code implementation • 8 Mar 2022 • Junhao Liang, Chao Fan, Saihui Hou, Chuanfu Shen, Yongzhen Huang, Shiqi Yu
Gait is one of the most promising biometrics to identify individuals at a long distance.