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In this paper, we present a pedestrian detection approach based on weighted part model in crowded scenes, instead of the deformable part model. To avoid the low detection rate in crowded scenes, a pedestrian cascaded detection algorithm based on selective search segmentation is used. Compared with the state-of-the-art methods on the database of PASCAL VOC2007 dataset and PETS2009 dataset, the proposed...
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