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We present an approach to capture the 3D structure and motion of a group of people engaged in a social interaction. The core challenges in capturing social interactions are: (1) occlusion is functional and frequent; (2) subtle motion needs to be measured over a space large enough to host a social group; and (3) human appearance and configuration variation is immense. The Panoptic Studio is a system organized around the thesis that social interactions should be measured through the perceptualdoi:10.1109/iccv.2015.381 dblp:conf/iccv/JooLTGNMKNS15 fatcat:vgunua6d4jbsbcyvqbpyrfzery