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 brief survey on person recognition at a distance

CB Nalty, N Peri, J Gleason, CD Castillo… - 2022 56th Asilomar …, 2022‏ - ieeexplore.ieee.org
Person recognition at a distance entails recognizing the identity of an individual appearing
in images or videos collected by long-range imaging systems such as drones or surveillance …

GaitParsing: Human semantic parsing for gait recognition

Z Wang, S Hou, M Zhang, X Liu, C Cao… - IEEE Transactions on …, 2023‏ - ieeexplore.ieee.org
Gait recognition is a soft biotechnology to identify pedestrians observed from different
camera views based on specific walking patterns. However, various dressing and wearing …

Camera-LiDAR Cross-modality Gait Recognition

W Guo, Y Liang, Z Pan, Z **, J Feng, J Zhou - European Conference on …, 2024‏ - Springer
Gait recognition is a crucial biometric identification technique. Camera-based gait
recognition has been widely applied in both research and industrial fields. LiDAR-based gait …

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 …

Pointgait: Boosting end-to-end 3d gait recognition with point clouds via spatiotemporal modeling

R Wang, C Shen, C Fan, GQ Huang… - 2023 IEEE International …, 2023‏ - ieeexplore.ieee.org
LiDAR is a new type of sensor used for gait recognition. Previous LiDAR-based state-of-the-
art methods mostly exploit gait features from the depth maps generated by projecting point …

Cross-Modality Gait Recognition: Bridging LiDAR and Camera Modalities for Human Identification

R Wang, C Shen, MJ Marin-Jimenez… - … Joint Conference on …, 2024‏ - ieeexplore.ieee.org
Current gait recognition research mainly focuses on identifying pedestrians captured by the
same type of sensor, neglecting the fact that individuals may be captured by different …

Trigait: Aligning and fusing skeleton and silhouette gait data via a tri-branch network

Y Sun, X Feng, L Ma, L Hu… - 2023 IEEE International …, 2023‏ - ieeexplore.ieee.org
Gait recognition is a promising biometric technology for identification due to its non-
invasiveness and long-distance. However, external variations such as clothing changes and …

BGaitR-Net: an effective neural model for occlusion reconstruction in gait sequences by exploiting the key pose information

SS Kumar, B Singh, P Chattopadhyay, A Halder… - Expert Systems with …, 2024‏ - Elsevier
Gait recognition in the presence of occlusion is a challenging problem and the solutions
proposed to date either lack robustness or depend on several unrealistic constraints. In this …

Free Lunch for Gait Recognition: A Novel Relation Descriptor

J Wang, S Hou, Y Huang, C Cao, X Liu… - … on Computer Vision, 2024‏ - Springer
Gait recognition is to seek correct matches for query individuals by their unique walking
patterns. However, current methods focus solely on extracting individual-specific features …