articleDec 1, 2015Closed access

Panoptic Studio: A Massively Multiview System for Social Motion Capture

Carnegie Mellon University · Ocean University of China · +3 more institutions

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Abstract

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 perceptual integration of a large variety of view points. We present a modularized system designed around this principle, consisting of integrated structural, hardware, and software innovations. The system takes, as input, 480…

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539
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Authors

9

Topics & keywords

Keywords
  • Computer science
  • Trajectory
  • Variety (cybernetics)
  • Motion capture
  • Motion (physics)
  • Computer vision
  • Artificial intelligence
  • Human–computer interaction
UN Sustainable Development Goals
  • Reduced inequalities
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