Deep gait recognition: A survey

A Sepas-Moghaddam, A Etemad - IEEE transactions on pattern …, 2022 - ieeexplore.ieee.org
Gait recognition is an appealing biometric modality which aims to identify individuals based
on the way they walk. Deep learning has reshaped the research landscape in this area …

A Comprehensive Survey on Deep Gait Recognition: Algorithms, Datasets, and Challenges

C Shen, S Yu, J Wang, GQ Huang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Gait recognition aims to identify a person at a distance, serving as a promising solution for
long-distance and less-cooperation pedestrian recognition. Recently, significant advances …

Opengait: Revisiting gait recognition towards better practicality

C Fan, J Liang, C Shen, S Hou… - Proceedings of the …, 2023 - openaccess.thecvf.com
Gait recognition is one of the most critical long-distance identification technologies and
increasingly gains popularity in both research and industry communities. Despite the …

Gait recognition in the wild with dense 3d representations and a benchmark

J Zheng, X Liu, W Liu, L He… - Proceedings of the …, 2022 - openaccess.thecvf.com
Existing studies for gait recognition are dominated by 2D representations like the silhouette
or skeleton of the human body in constrained scenes. However, humans live and walk in the …

Gaitgci: Generative counterfactual intervention for gait recognition

H Dou, P Zhang, W Su, Y Yu… - Proceedings of the …, 2023 - openaccess.thecvf.com
Gait is one of the most promising biometrics that aims to identify pedestrians from their
walking patterns. However, prevailing methods are susceptible to confounders, resulting in …

Gait recognition in the wild: A benchmark

Z Zhu, X Guo, T Yang, J Huang… - Proceedings of the …, 2021 - openaccess.thecvf.com
Gait benchmarks empower the research community to train and evaluate high-performance
gait recognition systems. Even though growing efforts have been devoted to cross-view …

An in-depth exploration of person re-identification and gait recognition in cloth-changing conditions

W Li, S Hou, C Zhang, C Cao, X Liu… - Proceedings of the …, 2023 - openaccess.thecvf.com
The target of person re-identification (ReID) and gait recognition is consistent, that is to
match the target pedestrian under surveillance cameras. For the cloth-changing problem …

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 …

Dynamic aggregated network for gait recognition

K Ma, Y Fu, D Zheng, C Cao, X Hu… - Proceedings of the …, 2023 - openaccess.thecvf.com
Gait recognition is beneficial for a variety of applications, including video surveillance, crime
scene investigation, and social security, to mention a few. However, gait recognition often …