• DocumentCode
    2742308
  • Title

    Stereo Vision Based Pedestrians Detection and Distance Measurement for Automotive Application

  • Author

    Bhowmick, Brojeshwar ; Bhadra, Sambit ; Sinharay, Arijit

  • Author_Institution
    Innovation Labs., Kolkata Tata Consultancy Services Ltd., Kolkata, India
  • fYear
    2011
  • fDate
    25-27 Jan. 2011
  • Firstpage
    25
  • Lastpage
    29
  • Abstract
    This paper presents a compact and robust solution to use stereo vision to detect pedestrians as well as measure their instantaneous distances from the vehicle. This simplifies sensor requirements as the same video information (captured from two cameras) is used for detection of pedestrians as well as measurement of their corresponding distances. To apply stereo vision technique a novel approach has been made to locate identical points on human so that triangulation can be used for measuring distances. In addition to this, the paper also presents a novel technique used to make the pedestrian detection algorithm (based on well know Viola-Jones methodology) more robust by using tracking and assistive decision making (i.e. one camera helps other to eliminate noise). The proposed system is tested on standard x86 machine and gives good real time performance.
  • Keywords
    decision making; distance measurement; driver information systems; image sensors; object detection; stereo image processing; Viola-Jones methodology; assistive decision making; distance measurement; driver assistance; pedestrian detection algorithm; stereo vision technique; Cameras; Correlation; Decision making; Distance measurement; Histograms; Image color analysis; Stereo vision; computer vision; driver´s assistance; pedestrian detection; stereo vision;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems, Modelling and Simulation (ISMS), 2011 Second International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-9809-3
  • Type

    conf

  • DOI
    10.1109/ISMS.2011.14
  • Filename
    5730314