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3D-Human-Detection

Initial commit of 3D human detection Followup includes human 3D pose estimation and action recognition (in progress)

Multi-view sequence data of soccer game from Nagoya University: http://www.fujii.nuee.nagoya-u.ac.jp/multiview-data/SoccerImages/soccer_game.htm

Reference papers (keep updating)

[1] Chen, Xiaozhi, Huimin Ma, Ji Wan, Bo Li, and Tian Xia. "Multi-View 3D Object Detection Network for Autonomous Driving." arXiv preprint arXiv:1611.07759 (2016).

[2] Ryo Suenaga, Kazuyoshi Suzuki, Tomoyuki Tezuka, Mehrdad Panahpour Tehrani, Keita Takahashi, Toshiaki Fujii: “Practical Implementation of Free Viewpoint Video System for Soccer Games,” Proc. of SPIE Electronic Imaging, 3D Image Processing, Measurement (3DIPM) and Applications, 9393-15, 2015.

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  • Python 78.7%
  • C++ 17.1%
  • Cuda 3.3%
  • Shell 0.9%