• DocumentCode
    3406521
  • Title

    Interest seam image

  • Author

    Zhang, Xiao ; Hua, Gang ; Zhang, Lei ; Shum, Heung-Yeung

  • Author_Institution
    Tsinghua Univ., Beijing, China
  • fYear
    2010
  • fDate
    13-18 June 2010
  • Firstpage
    3296
  • Lastpage
    3303
  • Abstract
    We propose interest seam image, an efficient visual synopsis for video. To extract an interest seam image, a spatiotemporal energy map is constructed for the target video shot. Then an optimal seam which encompasses the highest energy is identified by an efficient dynamic programming algorithm. The optimal seam is used to extract a seam of pixels from each video frame to form one column of an image, based on which an interest seam image is finally composited. The interest seam image is efficient both in terms of computation and memory cost. Therefore it is able to power a wide variety of web-scale video content analysis applications, such as near duplicate video clip search, video genre recognition and classification, as well as video clustering, etc. The representation capacity of the proposed interest seam image is demonstrated in a large scale video retrieval task. Its advantages are clearly exhibited when compared with previous works, as reported in our experiments.
  • Keywords
    dynamic programming; pattern clustering; video retrieval; video signal processing; dynamic programming algorithm; interest seam image; spatiotemporal energy map; video clip search; video clustering; video frame; video genre classification; video genre recognition; video retrieval; video visual synopsis; web-scale video content analysis applications; Data mining; Feature extraction; Histograms; Image retrieval; Internet; Large-scale systems; Layout; Pixel; Spatiotemporal phenomena; Video sharing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on
  • Conference_Location
    San Francisco, CA
  • ISSN
    1063-6919
  • Print_ISBN
    978-1-4244-6984-0
  • Type

    conf

  • DOI
    10.1109/CVPR.2010.5540042
  • Filename
    5540042