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Human Motion Analysis using Time-of-Flight (ToF) CamerasScientific Director: Nassir NavabContact Person(s): Loren Schwarz |
Abstract
Time-of-Flight cameras provide a novel means of acquiring depth information in a scene in real-time. In this project, we focus on analyzing human motion using this imaging device. We develop methods for capturing the full-body pose in 3D form ToF? camera data and for recognizing activities performed by a person. In particular, we investigate learning-based approaches that allow us to predict full-body poses and classify performed activities based on prior knowledge learned in a training phase. We also explore methods for direct, discriminative pose estimation without relying on a training phase.Team
Contact Person(s)
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Working Group
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Location
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Technische Universität München Institut für Informatik / I16 Boltzmannstr. 3 85748 Garching bei München Tel.: +49 89 289-17058 Fax: +49 89 289-17059 |
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internal project page
Please contact Loren Schwarz for available student projects within this research project.
