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 either convert the gait from the original view to the target view before recognition is carried out or extract the gait feature irre...

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Veröffentlicht in:	IEEE transactions on circuits and systems for video technology 2024-09, Vol.34 (9), p.8026-8040
Hauptverfasser:	Huang, Tianhuan, Ben, Xianye, Gong, Chen, Xu, Wenzheng, Wu, Qiang, Zhou, Hongchao
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptation Adversarial domain adaptation adversarial view-change elimination Cameras Circuits and systems Feature extraction Feature recognition Force Gait recognition hierarchical feature aggregation Machine learning Task analysis Training
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