• DocumentCode
    1694190
  • Title

    An object detection and extraction method using stereo camera

  • Author

    Morimoto, Masakazu ; Mito, Yasuhiro ; Fujii, Kensaku

  • Author_Institution
    Grad. Sch. of Eng., Univ. of Hyogo, Himeji
  • fYear
    2008
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, we propose a new method for detecting and extracting moving objects from moving stereo camera. Our purpose is not only detecting objects but also extracting shapes and colors of detected moving objects from stereo video streams. First, we estimate the camera motion from three-dimensional optical flow based on RANSAC. Secondly we detect moving objects from the scene by inter-frame subtraction. Then we extract the contour of the moving object based on intensity edge, disparity map and inter-frame subtraction. Finally we carry out some experiments and show some results. From results, we can detect and extract the moving object.
  • Keywords
    edge detection; feature extraction; image colour analysis; image sensors; image sequences; object detection; stereo image processing; video signal processing; RANSAC; color extraction; inter-frame subtraction; moving stereo camera; object detection; object extraction; shapes extraction; stereo video streams; three-dimensional optical flow; Cameras; Data mining; Image motion analysis; Motion estimation; Object detection; Optical sensors; Robot vision systems; Shape; Stereo vision; Streaming media; Computer Vision; Object Detection; Object Extraction; Stereo Camera;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation Congress, 2008. WAC 2008. World
  • Conference_Location
    Hawaii, HI
  • Print_ISBN
    978-1-889335-38-4
  • Electronic_ISBN
    978-1-889335-37-7
  • Type

    conf

  • Filename
    4698947