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This paper presents a novel approach for improving multi-person tracking using hierarchical group structures. The groups are identified by a bottom-up social group discovery method. The inter- and intra-group structures are modeled as a two-layer graph and tracking is posed as optimization of the integrated structure. The target appearance is modeled using HOG features, and the tracking solution is...
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