Multi-Gait Recognition Based on Attribute Discovery

Gait recognition is an important topic in biometrics. Current works primarily focus on recognizing a single person's walking gait. However, a person's gait will change when they walk with other people. How to recognize the gait of multiple people walking is still a challenging problem. Thi...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence 2018-07, Vol.40 (7), p.1697-1710
Hauptverfasser:	Chen, Xin, Weng, Jian, Lu, Wei, Xu, Jiaming
Format:	Artikel
Sprache:	eng
Schlagworte:	Adult attributes Biometric Identification - methods Biometrics Data privacy Data security Databases, Factual dense trajectories Feature extraction Feature recognition Female Gait - physiology Gait Analysis - methods Gait recognition Hidden Markov models human graphlets Humans latent structural SVM Legged locomotion Male Multi-gait recognition Pattern Recognition, Automated - methods Pose estimation Support Vector Machine Support vector machines Walking Young Adult
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