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cs.CV2026
DPAGait: Dynamic Pose-Knowledge-Aware Network for Robust Gait Recognition in the Wild
Zenan Lin, Junduan Huang, Kun Liu +2
Gait biometrics aims at identity recognition by appearance or pose features captured during unconstrained human walking. Existing methods predominantly rely on binary silhouette im…
cs.CV2026
MambaHand: Local Identity and Behavioral Sequence Learning with Mamba for Dynamic Hand Gesture Authentication
Zenan Lin, Junduan Huang, Xilai Wang +1
Dynamic hand gesture authentication (DHGA) is an emerging biometric technique that contains both physiological and behavioral identity characteristics. However, existing methods pr…
cs.CV2026
SRENet: Spectral Re-Entry Network for Point Cloud Action Recognition
Qiuxia Wu, Jiarui Lan, Wenxiong Kang +2
Recognizing human actions from point cloud sequences is critical for 3D perception driven applications such as autonomous driving and human-computer interaction. However, the irreg…