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 …

A model-based gait recognition method with body pose and human prior knowledge

R Liao, S Yu, W An, Y Huang - Pattern Recognition, 2020 - Elsevier
We propose in this paper a novel model-based gait recognition method, PoseGait. Gait
recognition is a challenging and attractive task in biometrics. Early approaches to gait …

A comprehensive review of past and present vision-based techniques for gait recognition

TKM Lee, M Belkhatir, S Sanei - Multimedia tools and applications, 2014 - Springer
Global security concerns have raised a proliferation of video surveillance devices. Intelligent
surveillance systems seek to discover possible threats automatically and raise alerts. Being …

Performance evaluation of model-based gait on multi-view very large population database with pose sequences

W An, S Yu, Y Makihara, X Wu, C Xu… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Model-based gait recognition is considered to be promising due to the robustness against
some variations, such as clothing and baggage carried. Although model-based gait …

[图书][B] Introduction to biometrics

A Jain, R Bolle, S Pankanti - 1996 - Springer
Biometrics deals with identification of individuals based on their biological or behavioral
characteristics. Biometrics has lately been receiving attention in popular media, it is widely …

[PDF][PDF] 基于步态的身份识别

王亮, 胡卫明, 谭铁牛 - 2003 - cbsr.ia.ac.cn
摘要随着安全敏感场合对视觉监控系统的迫切需求, 非接触式远距离的身份识别研究近来倍受
关注. 本文提出了一种简单有效的自动步态识别算法. 对于每个序列而言, 一种改进的背景减除 …

A survey on visual surveillance of object motion and behaviors

W Hu, T Tan, L Wang, S Maybank - IEEE Transactions on …, 2004 - ieeexplore.ieee.org
Visual surveillance in dynamic scenes, especially for humans and vehicles, is currently one
of the most active research topics in computer vision. It has a wide spectrum of promising …

Silhouette analysis-based gait recognition for human identification

L Wang, T Tan, H Ning, W Hu - IEEE transactions on pattern …, 2003 - ieeexplore.ieee.org
Human identification at a distance has recently gained growing interest from computer vision
researchers. Gait recognition aims essentially to address this problem by identifying people …

[图书][B] Guide to biometrics

RM Bolle, JH Connell, S Pankanti, NK Ratha… - 2013 - books.google.com
Starting with fingerprints more than a hundred years ago, there has been ongoing research
in biometrics. Within the last forty years face and speaker recognition have emerged as …

Gait analysis for recognition and classification

L Lee, WEL Grimson - Proceedings of Fifth IEEE International …, 2002 - ieeexplore.ieee.org
We describe a representation of gait appearance for the purpose of person identification and
classification. This gait representation is based on simple features such as moments …