Three-dimensional Human Tracking of a Mobile Robot by Fusion of Tracking Results of Two Cameras

@article{Matsubara2020ThreedimensionalHT,
  title={Three-dimensional Human Tracking of a Mobile Robot by Fusion of Tracking Results of Two Cameras},
  author={Shinya Matsubara and Akihiko Honda and Yonghoon Ji and Kazunori Umeda},
  journal={2020 21st International Conference on Research and Education in Mechatronics (REM)},
  year={2020},
  pages={1-4}
}
  • S. Matsubara, Akihiko Honda, +1 author K. Umeda
  • Published 3 July 2020
  • Computer Science
  • 2020 21st International Conference on Research and Education in Mechatronics (REM)
This paper proposes a process that uses two cameras to obtain three-dimensional (3D) information of a target object for human tracking. Results of human detection and tracking from two cameras are integrated to obtain the 3D information. OpenPose is used for human detection. In the case of a general processing a stereo camera, a range image of the entire scene is acquired as precisely as possible, and then the range image is processed. However, there are problems such as incorrect matching and… 

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