• DocumentCode
    442666
  • Title

    Vehicle mounted wide FOV stereo for traffic and pedestrian detection

  • Author

    Gandhi, Tarak ; Trivedi, Mohan M.

  • Author_Institution
    Lab. of Comput. Vision & Robotics Res., California Univ., San Diego, La Jolla, CA, USA
  • Volume
    2
  • fYear
    2005
  • fDate
    11-14 Sept. 2005
  • Abstract
    This paper describes an approach for detecting objects in front of an automobile using wide field of view stereo with a pair of omni cameras. Several configurations are suggested for effective detection of vehicles and pedestrians. The omni cameras are calibrated using sets of parallel lines on a parking lot. The calibration is used to rectify the omni images. Stereo matching is performed on the rectified images to detect other vehicles and pedestrians. Experimental results show promise of detecting these objects on the road.
  • Keywords
    automobiles; cameras; image matching; object detection; stereo image processing; automobile detection; object detection; omnicameras; pedestrian detection; stereo matching; wide field of view stereo; Calibration; Cameras; Computer vision; Intelligent vehicles; Motion analysis; Object detection; Roads; Robot vision systems; Stereo vision; Vehicle detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2005. ICIP 2005. IEEE International Conference on
  • Print_ISBN
    0-7803-9134-9
  • Type

    conf

  • DOI
    10.1109/ICIP.2005.1530006
  • Filename
    1530006