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 …

Pose‐based deep gait recognition

A Sokolova, A Konushin - IET Biometrics, 2019 - Wiley Online Library
Human gait or walking manner is a biometric feature that allows identification of a person
when other biometric features such as the face or iris are not visible. In this study, the …

CASIA-E: a large comprehensive dataset for gait recognition

C Song, Y Huang, W Wang… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Gait recognition plays a special role in visual surveillance due to its unique advantage, eg,
long-distance, cross-view and non-cooperative recognition. However, it has not yet been …

Pose-based temporal-spatial network (PTSN) for gait recognition with carrying and clothing variations

R Liao, C Cao, EB Garcia, S Yu, Y Huang - Biometric Recognition: 12th …, 2017 - Springer
One of the most attractive biometric techniques is gait recognition, since its potential for
human identification at a distance. But gait recognition is still challenging in real applications …

Improving gait recognition with 3d pose estimation

W An, R Liao, S Yu, Y Huang, PC Yuen - Biometric Recognition: 13th …, 2018 - Springer
Gait is a kind of attractive biometric feature for human identification in recent decades. The
view, clothing, carrying and other variations are always the challenges for gait recognition …

Human gait recognition at sagittal plane

R Zhang, C Vogler, D Metaxas - Image and vision computing, 2007 - Elsevier
The reliable extraction of characteristic gait features from image sequences and their
recognition are two important issues in gait recognition. In this paper, we propose a novel …

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 …

PoseMapGait: A model-based gait recognition method with pose estimation maps and graph convolutional networks

R Liao, Z Li, SS Bhattacharyya, G York - Neurocomputing, 2022 - Elsevier
Gait recognition is a particularly effective way to avoid the spread of COVID-19 while people
are under surveillance. Because of its advantages of non-contact and long-distance …

Gait recognition based on vision systems: A systematic survey

M Kumar, N Singh, R Kumar, S Goel… - Journal of Visual …, 2021 - Elsevier
With the growing popularity of biometrics technology in the pattern recognition field,
especially identification of human has gained the attention of researchers from both …

Gaitset: Regarding gait as a set for cross-view gait recognition

H Chao, Y He, J Zhang, J Feng - Proceedings of the AAAI conference on …, 2019 - aaai.org
As a unique biometric feature that can be recognized at a distance, gait has broad
applications in crime prevention, forensic identification and social security. To portray a gait …