• DocumentCode
    2864402
  • Title

    3-D human motion sensing by artificial retina chips

  • Author

    Kage, Hiroshi ; Tanaka, Ken-Ichi ; Kyuma, Kazuo

  • Author_Institution
    Dept. of Neural & Parallel Technol., Mitsubishi Electr. Corp., Amagasaki, Japan
  • fYear
    1998
  • fDate
    14-16 Apr 1998
  • Firstpage
    522
  • Lastpage
    527
  • Abstract
    The authors aim at capturing 3D human motion from stereo images in real time without any attached markers. Their strategy comprises two tasks: identification of body parts and motion assignment to them. They used a pair of artificial retina chips for implementing stereo vision. They introduced three algorithms. The first algorithm is 3D motion extraction based on optical flow analysis, and they showed its performance with 3D CG. The second algorithm is to localize an image region including a human head by frame subtraction. The final algorithm is to extract the head rotation in depth. They successfully discriminated four kinds of head rotations. To demonstrate the performance, they built a demo system and realized that each rotation could be reflected on a head CG model
  • Keywords
    digital signal processing chips; identification; image recognition; image sensors; image sequences; motion estimation; real-time systems; rotation; stereo image processing; 3D human motion sensing; 3D motion extraction; algorithm; artificial retina chips; body part identification; frame subtraction; head rotation extraction; human head; image region localization; motion assignment; optical flow analysis; real time system; stereo images; stereo vision; Character generation; Head; Humans; Image analysis; Image motion analysis; Motion analysis; Optical sensors; Performance analysis; Retina; Stereo vision;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automatic Face and Gesture Recognition, 1998. Proceedings. Third IEEE International Conference on
  • Conference_Location
    Nara
  • Print_ISBN
    0-8186-8344-9
  • Type

    conf

  • DOI
    10.1109/AFGR.1998.671001
  • Filename
    671001