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 …

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 …

Gait recognition based on deep learning: a survey

CFG Santos, DDS Oliveira, LA Passos… - arXiv preprint arXiv …, 2022 - arxiv.org
In general, biometry-based control systems may not rely on individual expected behavior or
cooperation to operate appropriately. Instead, such systems should be aware of malicious …

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 …

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 …

A survey on gait recognition

C Wan, L Wang, VV Phoha - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Recognizing people by their gait has become more and more popular nowadays due to the
following reasons. First, gait recognition can work well remotely. Second, gait recognition …

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 …

Gait recognition based on deep learning: a survey

C Filipi Gonçalves dos Santos, DS Oliveira… - ACM Computing …, 2022 - dl.acm.org
In general, biometry-based control systems may not rely on individual expected behavior or
cooperation to operate appropriately. Instead, such systems should be aware of malicious …

GaitSet: Cross-view gait recognition through utilizing gait as a deep set

H Chao, K Wang, Y He, J Zhang… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Gait is a unique biometric feature that can be recognized at a distance; thus, it has broad
applications in crime prevention, forensic identification, and social security. To portray a gait …

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 …