1 code implementation • 13 Jan 2022 • Shaoxiong Zhang, Yunhong Wang, Tianrui Chai, Annan Li, Anil K. Jain
Given that our experimental results show that current gait recognition approaches designed under data collected in controlled scenarios are inappropriate for real surveillance scenarios, we propose a novel gait recognition method, called RealGait.
no code implementations • CVPR 2022 • Tianrui Chai, Annan Li, Shaoxiong Zhang, Zilong Li, Yunhong Wang
Gait is considered the walking pattern of human body, which includes both shape and motion cues.
no code implementations • CVPR 2021 • Shaoxiong Zhang, Yunhong Wang, Annan Li
Furthermore, a novel framework based on convolutional variational autoencoder and deep Koopman embedding is proposed to approximate the Koopman operators, which is used as dynamical features from the linearized embedding space for cross-view gait recognition.