• DocumentCode
    558882
  • Title

    Detection of pedestrians employing a wide-angel camera

  • Author

    Matsuda, Ryuichi ; Tan, Joo Kooi ; Kim, Hyoungseop ; Ishikawa, Seiji

  • Author_Institution
    Dept. of Mech. & Control Eng., Kyushu Inst. of Technol., Kitakyushu, Japan
  • fYear
    2011
  • fDate
    26-29 Oct. 2011
  • Firstpage
    1748
  • Lastpage
    1751
  • Abstract
    Recently, the number of accidents that pedestrians have law violation is in the tendency of decrease in Japan. However, accidents caused by pedestrians crossing a crosswalk or dashing into a crosswalk still have high ratio, and both accident sources account for 15% of the whole number of accidents caused by a pedestrian. Although many researches in ITS in which pedestrians are detected from in-vehicle cameras have been actively done to solve these problems, they usually employ standard cameras, and those pedestrians who exist outside of the camera view cannot be detected. In this paper, we employ a wide-angle camera which has wider view than a general camera and propose a technique for detecting pedestrians from the wide-angle image. Since, in a wide-angle camera image, every object becomes smaller, we propose a technique for detecting pedestrians employing optical flows converging to a FOE (Focus of Expansion). Experimental results show satisfactory performance of the technique.
  • Keywords
    automated highways; image sequences; object detection; video cameras; video surveillance; FOE; ITS; crosswalk; focus of expansion; optical flows; pedestrian detection; wide angel camera image; Estimation; Real time systems; FOE; Wide-angle camera; car vision; pedestrian detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Automation and Systems (ICCAS), 2011 11th International Conference on
  • Conference_Location
    Gyeonggi-do
  • ISSN
    2093-7121
  • Print_ISBN
    978-1-4577-0835-0
  • Type

    conf

  • Filename
    6106218