• DocumentCode
    2489282
  • Title

    Analysis and retargeting of ball sports video

  • Author

    Kopf, Stephan ; Guthier, Benjamin ; Farin, Dirk ; Han, Jungong

  • Author_Institution
    Univ. of Mannheim, Mannheim, Germany
  • fYear
    2011
  • fDate
    5-7 Jan. 2011
  • Firstpage
    9
  • Lastpage
    14
  • Abstract
    The quality achieved by simply scaling a sports video to the limited display resolution of a mobile device is often insufficient. As a consequence, small details like the ball or lines on the playing field become unrecognizable. In this paper, we present a novel approach to analyzing court-based ball sports videos. We have developed new techniques to distinguish actual playing frames, to detect players, and to track the ball. This information is used for advanced video retargeting, which emphasizes essential content in the adapted videos. We evaluate the precision and recall achieved in the analysis and measure the computational time taken. In addition, we compare our new approach to other video retargeting techniques based on scaling, cropping, and seam carving.
  • Keywords
    object detection; sport; video signal processing; ball detection; court line detection; court-based ball sports videos; player detection; video cropping; video retargeting techniques; video scaling; video seam carving; Algorithm design and analysis; Cameras; Histograms; Image color analysis; Manifolds; Pixel; Silicon;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applications of Computer Vision (WACV), 2011 IEEE Workshop on
  • Conference_Location
    Kona, HI
  • ISSN
    1550-5790
  • Print_ISBN
    978-1-4244-9496-5
  • Type

    conf

  • DOI
    10.1109/WACV.2011.5711477
  • Filename
    5711477