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VideoSOM: A SOM-Based Interface for Video Browsing

  • Thomas Bärecke
  • Ewa Kijak
  • Andreas Nürnberger
  • Marcin Detyniecki
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4071)

Abstract

The VideoSOM sytem is a tool for content-based video navigation based on a growing self-organizing map. Our interface allows the user to browse the video content using simultaneously several perspectives, temporal as well as content-based representations of the video. Combined with the interaction possibilities between them this allows for efficient searching of relevant information in video content.

Keywords

Video Content Video Codec Shot Boundary Shot Boundary Detection Construct High Level 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. 1.
    Bärecke, T., Kijak, E., Nürnberger, A., Detyniecki, M.: Video navigation based on self-organizing maps. In: Sundaram, H., Naphade, M., Smith, J.R., Rui, Y. (eds.) CIVR 2006. LNCS, vol. 4071, pp. 340–349. Springer, Heidelberg (2006)CrossRefGoogle Scholar
  2. 2.
    Kohonen, T.: Self-Organizing Maps. Springer, Heidelberg (1995)Google Scholar
  3. 3.
    Nürnberger, A., Detyniecki, M.: Visualizing changes in data collections using growing self-organizing maps. In: Proc. of Int. Joint Conference on Neural Networks (IJCANN 2002), pp. 1912–1917. IEEE, Los Alamitos (2002)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Thomas Bärecke
    • 1
  • Ewa Kijak
    • 1
  • Andreas Nürnberger
    • 2
  • Marcin Detyniecki
    • 1
  1. 1.LIP6Université Pierre et Marie CurieParisFrance
  2. 2.IWSOtto-von-Guericke UniversitätMagdeburgGermany

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