Gaitedge: Beyond plain end-to-end gait recognition for better practicality

J Liang, C Fan, S Hou, C Shen, Y Huang… - European Conference on …, 2022 - Springer
Gait is one of the most promising biometrics to identify individuals at a long distance.
Although most previous methods have focused on recognizing the silhouettes, several end …

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 …

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 …

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 …

Metagait: Learning to learn an omni sample adaptive representation for gait recognition

H Dou, P Zhang, W Su, Y Yu, X Li - European Conference on Computer …, 2022 - Springer
Gait recognition, which aims at identifying individuals by their walking patterns, has recently
drawn increasing research attention. However, gait recognition still suffers from the conflicts …

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 lateral network: Learning discriminative and compact representations for gait recognition

S Hou, C Cao, X Liu, Y Huang - European conference on computer vision, 2020 - Springer
Gait recognition aims at identifying different people by the walking patterns, which can be
conducted at a long distance without the cooperation of subjects. A key challenge for gait …

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 …

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 …

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 …