Joint representation and classifier learning for long-tailed image classification
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 …
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 …
method using gait dynamics and deep learning. Rather than adopting lateral-view …
Gait Recognition With Drones: A Benchmark
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 …
Existing gait recognition studies focus on low vertical view recognition, in which the person …
Progressive feature learning for realistic cloth-changing gait recognition
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 …
conducted at a long distance without the cooperation of subjects. However, existing datasets …
Integral Pose Learning via Appearance Transfer for Gait Recognition
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 …
humans based on their unique walking patterns. The existing gait recognition methods have …
GaitDAN: Cross-view Gait Recognition via Adversarial Domain Adaptation
View change causes significant differences in the gait appearance. Consequently,
recognizing gait in cross-view scenarios is highly challenging. Most recent approaches …
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 …
stakeholders' characteristics, without requiring their explicit cooperation. It has gained …
RGB-based Gait Recognition with Disentangled Gait Feature Swapping
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 …
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 …
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
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 …
recognition technology from a distance in non-intrusive ways without requiring cooperation …