GaitMA: Pose-guided Multi-modal Feature Fusion for Gait Recognition

F Min, S Guo, F Hao, J Dong - arXiv preprint arXiv:2407.14812, 2024 - arxiv.org
Gait recognition is a biometric technology that recognizes the identity of humans through
their walking patterns. Existing appearance-based methods utilize CNN or Transformer to …

Combining the silhouette and skeleton data for gait recognition

L Wang, R Han, W Feng - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Gait recognition, a long-distance biometric technology, has aroused intense interest
recently. Currently, the two dominant gait recognition works are appearance-based and …

Multi-modal gait recognition via effective spatial-temporal feature fusion

Y Cui, Y Kang - Proceedings of the IEEE/CVF Conference …, 2023 - openaccess.thecvf.com
Gait recognition is a biometric technology that identifies people by their walking patterns.
The silhouettes-based method and the skeletons-based method are the two most popular …

Gait coordination feature modeling and multi-scale gait representation for gait recognition

D Zhu, L Ji, L Zhu, C Li - International Journal of Machine Learning and …, 2024 - Springer
Gait recognition is an advanced biometric modality that identifies individuals based on their
walking postures. Currently, the majority of gait recognition methods employ silhouette …

Dynamic aggregated network for gait recognition

K Ma, Y Fu, D Zheng, C Cao, X Hu… - Proceedings of the …, 2023 - openaccess.thecvf.com
Gait recognition is beneficial for a variety of applications, including video surveillance, crime
scene investigation, and social security, to mention a few. However, gait recognition often …

GaitPoint+: A Gait Recognition Network Incorporating Point Cloud Analysis and Recycling

H Ren, J Chen, S Velipasalar - arXiv preprint arXiv:2404.10213, 2024 - arxiv.org
Gait is a behavioral biometric modality that can be used to recognize individuals by the way
they walk from a far distance. Most existing gait recognition approaches rely on either …

End-to-end model-based gait recognition using synchronized multi-view pose constraint

X Li, Y Makihara, C Xu, Y Yagi - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
We propose an end-to-end model-based cross-view gait recognition which employs pose
sequences and shapes extracted by human model fitting. Specifically, we consider a …

Learning rich features for gait recognition by integrating skeletons and silhouettes

Y Peng, K Ma, Y Zhang, Z He - Multimedia Tools and Applications, 2024 - Springer
Gait recognition captures gait patterns from the walking sequence of an individual for
identification. Most existing gait recognition methods learn features from silhouettes or …

ResGait: gait feature refinement based on residual structure for gait recognition

S Gao, Z Tan, J Ning, B Hou, L Li - The Visual Computer, 2023 - Springer
Gait recognition is a biometric recognition technology, where the goal is to identify the
subject by the subject's walking posture at a distance. However, a lot of redundant …

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 …