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Focusing on the application of Intelligent Surveillance, this paper proposes a new approach in which fusion of face and gait is used for human recognition at a distance in video sequences. Hidden Markov Models and Fisherfaces method are primarily applied for gait and face classifier, respectively. And then, the results obtained from the two classifiers are utilized and integrated at match score level...
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