• DocumentCode
    310355
  • Title

    Motion and shape signatures for object-based indexing of MPEG-4 compressed video

  • Author

    Ferman, A. Müfit ; Günsel, Bilge ; Tekalp, A. Mural

  • Author_Institution
    Dept. of Electr. Eng., Rochester Univ., NY, USA
  • Volume
    4
  • fYear
    1997
  • fDate
    21-24 Apr 1997
  • Firstpage
    2601
  • Abstract
    The emerging MPEG-4 standard enables direct access to individual objects in the video stream, along with boundary/shape, texture, and motion information about each object. This paper proposes an object-based video indexing method that is directly applicable to the MPEG-4 compressed video bitstreams. The method aims to provide object-based content-interactivity; thus, defines the audio-visual object as the indexing unit. The scheme involves object-based temporal segmentation of the video bit-stream, selection of key-frames and key-video-object-planes, and characterization of the motion and/or shape of each video object including the background object. We also propose syntax and semantics for an indexing field to meet the content-based access requirement of MPEG-4. Experimental results are shown on two MPEG-4 test sequences
  • Keywords
    data compression; image segmentation; image sequences; indexing; motion estimation; object-oriented databases; telecommunication standards; video signal processing; visual databases; MPEG-4 compressed video; MPEG-4 compressed video bitstreams; MPEG-4 standard; audio-visual object; background object; characterization; content-based access requirement; indexing field; indexing unit; key-frames; key-video-object-planes; motion signatures; object-based content-interactivity; object-based indexing; object-based temporal segmentation; object-based video indexing method; semantics; shape signatures; syntax; test sequences; texture; video stream; Content based retrieval; Indexing; Layout; MPEG 4 Standard; Multimedia databases; Search engines; Shape; Streaming media; Testing; Video compression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
  • Conference_Location
    Munich
  • ISSN
    1520-6149
  • Print_ISBN
    0-8186-7919-0
  • Type

    conf

  • DOI
    10.1109/ICASSP.1997.595321
  • Filename
    595321