• DocumentCode
    2738618
  • Title

    Real time object tracking based on retino-cortical mapping

  • Author

    Odo, Satoru ; Hoshino, Kiyoshi

  • Author_Institution
    Dept. of Inf. Eng., Ryukyus Univ., Okinawa, Japan
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    47
  • Lastpage
    51
  • Abstract
    Human vision has two areas: one is fovea centralis which is located at the center of visual axis and has high resolution, and the other is the peripheral where the resolution decreases according to the distance from the fovea. This relationship between distance and visual resolution is known as the log polar mapping, which realizes two different functions in central and peripheral visions, respectively. The object is focused and recognized with high resolution in the central vision, but the area is small. However, the objects in a large area are roughly recognized in peripheral vision, with low resolution. We propose the new method of target tracking with log polar mapping adapted to sequential image and with moving-area extraction through the optical flow obtained by the difference image method and generalized gradient-based method. Through our system, the target tracking is realized with high resolution, during short period of processing time, with data processing reduced
  • Keywords
    computer vision; feature extraction; image sequences; real-time systems; target tracking; computer vision; difference image method; gradient method; log polar mapping; moving-area extraction; object tracking; optical flow; retino-cortical mapping; sequential image; target tracking; Control systems; Data mining; Focusing; Gradient methods; Gravity; Humans; Image motion analysis; Image resolution; Optical sensors; Target tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robot and Human Interactive Communication, 2000. RO-MAN 2000. Proceedings. 9th IEEE International Workshop on
  • Conference_Location
    Osaka
  • Print_ISBN
    0-7803-6273-X
  • Type

    conf

  • DOI
    10.1109/ROMAN.2000.892468
  • Filename
    892468