• DocumentCode
    1135026
  • Title

    Moving cast shadow detection by exploiting multiple cues

  • Author

    Yang, M.-T. ; Lo, K.-H. ; Chiang, C.C. ; Tai, W.-K.

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Nat. Dong Hwa Univ., Hualien
  • Volume
    2
  • Issue
    2
  • fYear
    2008
  • fDate
    4/1/2008 12:00:00 AM
  • Firstpage
    95
  • Lastpage
    104
  • Abstract
    Background subtraction or temporal differencing is commonly applied on an image sequence for foreground/background segmentation. However, cast shadows of moving foreground objects in a scene often result in detection errors for many vision-based applications. To address this problem, the authors propose an algorithm exploiting the information of colour, shading, texture, neighbourhood and temporal consistency to detect shadows efficiently and adaptively. The experimental results show that the proposed method can detect the penumbra as well as the umbra in different kinds of scenarios under various illumination conditions.
  • Keywords
    image colour analysis; image segmentation; image sequences; image texture; object detection; background segmentation; background subtraction; foreground segmentation; image colour analysis; image sequence; image texture; moving cast shadow detection; multiple cue; temporal differencing; vision-based application;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IET
  • Publisher
    iet
  • ISSN
    1751-9659
  • Type

    jour

  • DOI
    10.1049/iet-ipr:20070113
  • Filename
    4492753