Understanding dynamic associations: Gait recognition via cross-view spatiotemporal aggregation network

J Chen, Z Wang, C Zheng, K Zeng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Gait recognition is a technique to recognize subjects under long-distance conditions.
Existing gait recognition methods generally rely on extracting different motion …

Gait feature learning via spatio-temporal two-branch networks

Y Chen, X Li - Pattern Recognition, 2024 - Elsevier
Gait recognition has become a mainstream technology for identification due to its ability to
capture gait features over long distances without subject cooperation and resistance to …

Associated spatio-temporal capsule network for gait recognition

A Zhao, J Dong, J Li, L Qi… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
It is a challenging task to identify a person based on her/his gait patterns. State-of-the-art
approaches rely on the analysis of temporal or spatial characteristics of gait, and gait …

Two-Path Spatial-Temporal Feature Fusion and View Embedding for Gait Recognition

D Guan, C Hua, X Zhao - Applied Sciences, 2023 - mdpi.com
Gait recognition is a distinctive biometric technique that can identify pedestrians by their
walking patterns from considerable distances. A critical challenge in gait recognition lies in …

Context-sensitive temporal feature learning for gait recognition

X Huang, D Zhu, H Wang, X Wang… - Proceedings of the …, 2021 - openaccess.thecvf.com
Although gait recognition has drawn increasing research attention recently, it remains
challenging to learn discriminative temporal representation since the silhouette differences …

Gait recognition via effective global-local feature representation and local temporal aggregation

B Lin, S Zhang, X Yu - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Gait recognition is one of the most important biometric technologies and has been applied in
many fields. Recent gait recognition frameworks represent each gait frame by descriptors …

GaitSlice: A gait recognition model based on spatio-temporal slice features

H Li, Y Qiu, H Zhao, J Zhan, R Chen, T Wei, Z Huang - Pattern Recognition, 2022 - Elsevier
Improving the performance of gait recognition under multiple camera views (ie, cross-view
gait recognition) and various conditions is urgent. From observation, we find that adjacent …

Multi-modal gait recognition via effective spatial-temporal feature fusion

Y Cui, Y Kang - Proceedings of the IEEE/CVF Conference …, 2023 - openaccess.thecvf.com
Gait recognition is a biometric technology that identifies people by their walking patterns.
The silhouettes-based method and the skeletons-based method are the two most popular …

Hierarchical spatio-temporal representation learning for gait recognition

L Wang, B Liu, F Liang, B Wang - 2023 IEEE/CVF International …, 2023 - ieeexplore.ieee.org
Gait recognition is a biometric technique that identifies individuals by their unique walking
styles, which is suitable for unconstrained environments and has a wide range of …

Attentive spatial–temporal summary networks for feature learning in irregular gait recognition

S Li, W Liu, H Ma - IEEE Transactions on Multimedia, 2019 - ieeexplore.ieee.org
Gait recognition is an attractive human recognition technology. However, existing gait
recognition methods mainly focus on the regular gait cycles, which ignore the irregular …