Joint representation and classifier learning for long-tailed image classification

Q Guan, Z Li, J Zhang, Y Huang, Y Zhao - Image and Vision Computing, 2023 - Elsevier
Long-tailed classification with fine-grained appearance, eg, in chest X-ray images, is very
challenging due to the very similar appearance and imbalanced distribution between normal …

Human gait recognition based on frontal-view sequences using gait dynamics and deep learning

M Deng, Z Fan, P Lin, X Feng - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
To facilitate human gait recognition, this paper proposes a new frontal-view gait recognition
method using gait dynamics and deep learning. Rather than adopting lateral-view …

Gait Recognition With Drones: A Benchmark

A Li, S Hou, Q Cai, Y Fu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Gait recognition aims to obtain people's identity through body shape and walking posture.
Existing gait recognition studies focus on low vertical view recognition, in which the person …

Progressive feature learning for realistic cloth-changing gait recognition

X Ren, S Hou, C Cao, X Liu, Y Huang - arXiv preprint arXiv:2207.11720, 2022 - arxiv.org
Gait recognition is instrumental in crime prevention and social security, for it can be
conducted at a long distance without the cooperation of subjects. However, existing datasets …

Integral Pose Learning via Appearance Transfer for Gait Recognition

P Huang, S Hou, C Cao, X Liu, X Hu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Gait recognition plays an important role in video surveillance and security by identifying
humans based on their unique walking patterns. The existing gait recognition methods have …

GaitDAN: Cross-view Gait Recognition via Adversarial Domain Adaptation

T Huang, X Ben, C Gong, W Xu, Q Wu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
View change causes significant differences in the gait appearance. Consequently,
recognizing gait in cross-view scenarios is highly challenging. Most recent approaches …

GaitGMT: Global feature mapping transformer for gait recognition

G Chen, J Huang, G Chen, X Chen, X Deng… - Journal of Visual …, 2024 - Elsevier
Gait recognition is an important biometric technology that allows for the remote collection of
stakeholders' characteristics, without requiring their explicit cooperation. It has gained …

RGB-based Gait Recognition with Disentangled Gait Feature Swapping

K Yoshino, K Nakashima, J Ahn, Y Iwashita… - IEEE …, 2024 - ieeexplore.ieee.org
Gait recognition enables the non-contact identification of individuals from a distance based
on their walking patterns and body shapes. For vision-based gait recognition, covariates (eg …

[HTML][HTML] Human Gait Recognition Based on Frontal-View Walking Sequences Using Multi-modal Feature Representations and Learning

M Deng, Z Zhong, Y Zou, Y Wang, K Wang… - Neural Processing …, 2024 - Springer
Despite that much progress has been reported in gait recognition, most of these existing
works adopt lateral-view parameters as gait features, which requires large area of data …

GLGait: A Global-Local Temporal Receptive Field Network for Gait Recognition in the Wild

G Peng, Y Wang, Y Zhao, S Zhang, A Li - arXiv preprint arXiv:2408.06834, 2024 - arxiv.org
Gait recognition has attracted increasing attention from academia and industry as a human
recognition technology from a distance in non-intrusive ways without requiring cooperation …