• DocumentCode
    2870874
  • Title

    Separation of moving objects and their shadows, and application to tracking of loci in the monitoring images

  • Author

    Sonoda, Yorinobu ; Ogata, Toshihiro

  • Author_Institution
    Fac. of Eng., Kumamoto Univ., Japan
  • Volume
    2
  • fYear
    1998
  • fDate
    1998
  • Firstpage
    1261
  • Abstract
    Since an object is always accompanied by its shadow, an extracted region of the object and its shadow is often assimilated into one region. On an analysis of the object´s shape, the shadow region causes misunderstanding for detection of moving objects such as an intruder. In order to detect moving objects by image processing, it is necessary to separate objects from their shadows. This paper introduces a separation technique, to separate objects from their accompanying shadows, and presents a monitoring system facilitating detection and tracking for several moving objects. By using the proposed separation method of the object and its shadow, tracking of movement loci of several objects was performed with a success rate of 80%
  • Keywords
    computerised monitoring; feature extraction; motion estimation; object detection; tracking; crime prevention; extracted region; image processing; loci tracking; monitoring images; moving objects; shadow; shadow region; Cameras; Condition monitoring; Image processing; Layout; Object detection; Security; Shape; TV; Tracking; Watches;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-4325-5
  • Type

    conf

  • DOI
    10.1109/ICOSP.1998.770848
  • Filename
    770848