• DocumentCode
    334829
  • Title

    Automatic extraction of representative keyframes based on scene content

  • Author

    Diklic, D. ; Petkovic, D. ; Danielson, R.

  • Author_Institution
    Santa Clara Univ., CA, USA
  • Volume
    1
  • fYear
    1998
  • fDate
    1-4 Nov. 1998
  • Firstpage
    877
  • Abstract
    Generating indices for movies is a tedious and expensive process which we seek to automate. While algorithms for finding scene boundaries are readily available, there has been little work performed on selecting individual frames to concisely represent the scene. In this paper we present novel algorithms for automated selection of representative keyframes, based on scene content. Detailed description of several algorithms is followed by an analysis of how well humans feel the selected frames represent the scene. Finally we address how these algorithms can be integrated with existing algorithms for finding scene boundaries.
  • Keywords
    cinematography; content-based retrieval; database indexing; edge detection; feature extraction; image sequences; video databases; video signal processing; algorithms; automated selection; automatic extraction; average frames; movies index; representative keyframes; scene boundaries; scene content; video sequence; video stream; Algorithm design and analysis; Extraterrestrial measurements; Histograms; Humans; Indexing; Layout; Libraries; Motion pictures; Pixel; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems & Computers, 1998. Conference Record of the Thirty-Second Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA, USA
  • ISSN
    1058-6393
  • Print_ISBN
    0-7803-5148-7
  • Type

    conf

  • DOI
    10.1109/ACSSC.1998.751008
  • Filename
    751008