• DocumentCode
    3562600
  • Title

    A novel technique for efficient extraction of foreground and analysis of road traffic flow

  • Author

    Khilar, Rashmita ; Chitrakala, S.

  • Author_Institution
    Anna Univ., Chennai, India
  • fYear
    2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In Computer Vision application background subtraction plays a major role in identifying the object of interest. It is a fundamental and initial level task which plays a major work in detecting and identifying an object. It generates background model from the video sequence to detect foreground object in many computer vision applications such as traffic security, human machine interaction and recognition of objects. In this paperwe propose a system to detect and track the object of interest i.e foreground object from the background video and generate sequence of frames through optical flow algorithm. This helps us to model the background from illumination changes and sudden occlusion etc. The proposed work also calculatesthe distance travelled by the car in pixel/sec unit. The system keeps track of the vehicle whether the vehicles are balanced on the road by calculating the centriod.
  • Keywords
    automobiles; computer vision; image sequences; object detection; object recognition; object tracking; road traffic; traffic engineering computing; video signal processing; background model generation; background subtraction; background video; centriod calculation; computer vision application; foreground extraction; foreground object detection; human machine interaction; illumination changes; object identification; object recognition; object tracking; optical flow algorithm; road traffic flow analysis; sudden occlusion; traffic security; vehicle tracking; video sequence; Computer vision; Image motion analysis; Lighting; Optical filters; Optical imaging; Roads; Vehicles; Background Subtraction; Centroid; Computer vision; Detection; Illumination; Occlusion; Optical Flow; Security;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Science Engineering and Management Research (ICSEMR), 2014 International Conference on
  • Print_ISBN
    978-1-4799-7614-0
  • Type

    conf

  • DOI
    10.1109/ICSEMR.2014.7043557
  • Filename
    7043557