Gait recognition

LidarGait: Benchmarking 3D Gait Recognition with Point Clouds

Chuanfu Shen, Chao Fan, Wei Wu, Rui Wang, George Q. Huang, Shiqi Yu
February, 2023CVPR'2023
Proposing the largest scale of LiDAR-based benchmark for 3D gait recognition, along with simple and effective baseline LidarGait.

PDF Cite Code Dataset Project
LidarGait: Benchmarking 3D Gait Recognition with Point Clouds
A comprehensive survey on deep gait recognition: algorithms, datasets and challenges

Chuanfu Shen, Shiqi Yu, Jilong Wang, George Q. Huang, Liang Wang
June, 2022Arxiv'2022

PDF Cite
A comprehensive survey on deep gait recognition: algorithms, datasets and challenges
Gait recognition with mask-based regularization

Chuanfu Shen, Beibei Lin, Shunli Zhang, George Q. Huang, Shiqi Yu, Xin Yu
June, 2022Arxiv'2022
By injecting perturbation on the feature map, ReverseMask palys as a regularizator to help convolutional architecture learn the discriminative representations and enhances generalization.

PDF Cite
Gait recognition with mask-based regularization
Gaitedge: Beyond plain end-to-end gait recognition for better practicality

Junhao Liang, Chao Fan, Saihui Hou,Chuanfu Shen, Chuanfu Shen, Yongzhen Huang, Shiqi Yu
June, 2022ECCV'2022
A strong and popular baseline model for both indoor and outdoor datasets.

PDF Cite Code
Gaitedge: Beyond plain end-to-end gait recognition for better practicality
OpenGait: Revisiting Gait Recognition Towards Better Practicality

Chao Fan, Junhao Liang, Chuanfu Shen, Saihui Hou, Yongzhen Huang, Shiqi Yu
February, 2023CVPR'2023
A strong and popular baseline model for both indoor and outdoor datasets.

PDF Cite Code
OpenGait: Revisiting Gait Recognition Towards Better Practicality