A comprehensive survey on deep gait recognition: algorithms, datasets and challenges

C Shen, S Yu, J Wang, GQ Huang, L Wang - arXiv preprint arXiv …, 2022 - arxiv.org
Gait recognition aims at identifying a person at a distance through visual cameras. With the
emergence of deep learning, significant advancements in gait recognition have achieved …

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 …

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 …

Lidargait: Benchmarking 3d gait recognition with point clouds

C Shen, C Fan, W Wu, R Wang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Video-based gait recognition has achieved impressive results in constrained scenarios.
However, visual cameras neglect human 3D structure information, which limits the feasibility …

Occlusion-aware human mesh model-based gait recognition

C Xu, Y Makihara, X Li, Y Yagi - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Partial occlusion of the human body caused by obstacles or a limited camera field of view
often occurs in surveillance videos, which affects the performance of gait recognition in …

Gpgait: Generalized pose-based gait recognition

Y Fu, S Meng, S Hou, X Hu… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Recent works on pose-based gait recognition have demonstrated the potential of using such
simple information to achieve results comparable to silhouette-based methods. However …

Gait recognition using 3-d human body shape inference

H Zhu, Z Zheng, R Nevatia - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Gait recognition, which identifies individuals based on their walking patterns, is an important
biometric technique since it can be observed from a distance and does not require the …

DyGait: Exploiting dynamic representations for high-performance gait recognition

M Wang, X Guo, B Lin, T Yang, Z Zhu… - Proceedings of the …, 2023 - openaccess.thecvf.com
Gait recognition is a biometric technology that recognizes the identity of humans through
their walking patterns. Compared with other biometric technologies, gait recognition is more …

Learning gait representation from massive unlabelled walking videos: A benchmark

C Fan, S Hou, J Wang, Y Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Gait depicts individuals' unique and distinguishing walking patterns and has become one of
the most promising biometric features for human identification. As a fine-grained recognition …

Gaitgl: Learning discriminative global-local feature representations for gait recognition

B Lin, S Zhang, M Wang, L Li, X Yu - arXiv preprint arXiv:2208.01380, 2022 - arxiv.org
Existing gait recognition methods either directly establish Global Feature Representation
(GFR) from original gait sequences or generate Local Feature Representation (LFR) from …