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Detecting individual humans within groups becomes a non-trivial task when performing automatic visual surveillance in crowded scenes. This paper proposes a novel way to detect individual humans directly from the difference image using a fast variant of the mean shift mode seeking procedure and verifying the hypothesized configuration by a model-based approach. The method runs in real-time. Promising result are demonstrated for challenging image sequences.
Image Processing, 2004. ICIP '04. 2004 International Conference on (Volume:1 )
Date of Conference: 24-27 Oct. 2004