• DocumentCode
    2101577
  • Title

    A shortest path representation for video summarisation

  • Author

    Porter, S.V. ; Mirmehdi, M. ; Thomas, B.T.

  • Author_Institution
    Dept. of Comput. Sci., Bristol Univ., UK
  • fYear
    2003
  • fDate
    17-19 Sept. 2003
  • Firstpage
    460
  • Lastpage
    465
  • Abstract
    A novel approach is presented to select multiple key frames within an isolated video shot where there is camera motion causing significant scene change. This is achieved by determining the dominant motion between frame pairs whose similarities are represented using a directed weighted graph. The shortest path in the graph, found using the A* search algorithm, designates the key frames. The overall method can be applied to extract a set of key frames which portray both the video content and camera motions, all of which are useful features for video indexing and retrieval.
  • Keywords
    content-based retrieval; database indexing; directed graphs; feature extraction; video databases; A* search algorithm; camera motion; directed weighted graph; dominant motion; feature detection; frame pair similarities; isolated video shot; multiple key frames; shortest path representation; significant scene change; video content; video indexing; video retrieval; video summarisation; Algorithm design and analysis; Computer science; Content based retrieval; Data mining; Digital cameras; Indexing; Information retrieval; Layout; Multimedia systems; Videoconference;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Analysis and Processing, 2003.Proceedings. 12th International Conference on
  • Print_ISBN
    0-7695-1948-2
  • Type

    conf

  • DOI
    10.1109/ICIAP.2003.1234093
  • Filename
    1234093