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Object Detection: Detect Particular Person from Surveillance Real-Time Video

Hi Guys,

I'm working on Opencv with Python, for my Final Year Project on surveillance, my requirement is to detect particular person from the motion, currently I'm using BG/FG Subtractor to detect Object from real-time video, but its out put is any moving object, I need to match that out put my required person only nothing else, So can any one guide me what Algos and method should I chose to detect required person from video? This should be covered at long distance with speed. Any Help will be highly appriciated.

Thanks Ali