• DocumentCode
    2072148
  • Title

    Detecting unexpected moving obstacles that appear in the path of a navigating robot

  • Author

    Nair, Dinesh ; Aggarwal, J.K.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX, USA
  • Volume
    2
  • fYear
    1994
  • fDate
    13-16 Nov 1994
  • Firstpage
    311
  • Abstract
    Presents a system that detects unexpected moving obstacles that appear in the path of a navigating robot, and that estimates the relative motion of the object with respect to the robot. The system is designed for a robot navigating in a structured environment with a single wide-angle camera. The system uses polar mapping to simplify the segmentation of the moving object from the background. The polar mapping is performed with the focus of expansion (FOE) as the center, obtained from the vanishing point of the significant lines in the environment. A method for determining a qualitative estimate of the motion of the object, coupled with an efficient clustering algorithm, is used to segment the moving obstacle from the background. The system uses an area based feature matching method to compute the optical flow in the segmented regions of the image sequence, and time-to-impact is computed from the radial component of the optical flow in the image plane. A framework for a real time implementation of this system on a robot is also presented
  • Keywords
    image matching; image segmentation; image sequences; mobile robots; motion estimation; object detection; robot vision; clustering algorithm; feature matching method; focus of expansion; image plane; image sequence; navigating robot; optical flow; polar mapping; radial component; real time implementation; relative motion; segmentation; significant lines; single wide-angle camera; structured environment; time-to-impact; unexpected moving obstacles; vanishing point; Cameras; Image motion analysis; Image segmentation; Motion detection; Motion estimation; Navigation; Object detection; Optical computing; Optical devices; Robot vision systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
  • Conference_Location
    Austin, TX
  • Print_ISBN
    0-8186-6952-7
  • Type

    conf

  • DOI
    10.1109/ICIP.1994.413582
  • Filename
    413582