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A k-poselet is a deformable part model (DPM) with k parts, where each of the parts is a poselet, aligned to a specific configuration of keypoints based on ground-truth annotations. A separate template is used to learn the appearance of each part. The parts are allowed to move with respect to each other with a deformation cost that is learned at training time. This model is richer than both the traditional version of poselets and DPMs. It enables a unified approach to person detection anddoi:10.1109/cvpr.2014.458 dblp:conf/cvpr/GkioxariHGM14 fatcat:ujo5wzilibfqlm6ie6gr6z4oje