Self-Calibrating View-Invariant Gait Biometrics

We present a new method for viewpoint independent gait biometrics. The system relies on a single camera, does not require camera calibration, and works with a wide range of camera views. This is achieved by a formulation where the gait is self-calibrating. These properties make the proposed method p...

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Veröffentlicht in:	IEEE transactions on cybernetics 2010-08, Vol.40 (4), p.997-1008
Hauptverfasser:	Goffredo, Michela, Bouchrika, Imed, Carter, John N, Nixon, Mark S
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Biometrics Biometry - methods Calibration Cameras Cybernetics Feature extraction Gait Gait - physiology Gait biometrics human identification Humans Image Enhancement - methods Image Interpretation, Computer-Assisted - methods Image Interpretation, Computer-Assisted - standards Internationality Legged locomotion Performance evaluation Photography - methods Photography - standards Recognition Reproducibility of Results Sensitivity and Specificity Spatial databases Testing Video Recording - methods Video Recording - standards Video sequences view invariant Walking
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