• DocumentCode
    384105
  • Title

    Video structuring, indexing and retrieval based on global motion wavelet coefficients

  • Author

    Bruno, E. ; Pellerin, D.

  • Author_Institution
    Comput. Vision & Multimedia Lab., Geneva Univ., Switzerland
  • Volume
    3
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    287
  • Abstract
    This paper describes an approach for video structuring and indexing. It relies on motion wavelet coefficients directly estimated from image sequence. These coefficients provide a multi-scale characterization of optical flow. They allow one to define dominant and local motion descriptors, respectively related to camera and object displacements. We use dominant motion descriptors to perform a temporal segmentation of the sequence. Shots extracted are characterized in-term of dominant motion properties and indexed by using descriptors related to the local motion content. These operations allow one to retrieve shots, by example queries, according to only dynamic content of the scene and not camera displacements.
  • Keywords
    database indexing; image retrieval; image segmentation; image sequences; video databases; video signal processing; wavelet transforms; image sequence; local motion; motion descriptors; motion wavelet coefficients; multiscale characterization; optical flow; temporal segmentation; video databases; video indexing; video structuring; Cameras; Feature extraction; Image motion analysis; Image segmentation; Image sequences; Indexing; Motion estimation; Video sequences; Visual databases; Wavelet coefficients;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2002. Proceedings. 16th International Conference on
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-1695-X
  • Type

    conf

  • DOI
    10.1109/ICPR.2002.1047851
  • Filename
    1047851