• DocumentCode
    2463457
  • Title

    Towards Efficient Copy Detection for Digital Videos by Using Spatial and Temporal Features

  • Author

    Tsai, Chung-Chi ; Wu, Chin-Song ; Wu, Ching-Yu ; Su, Po-Chyi

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Nat. Central Univ., Jhongli, Taiwan
  • fYear
    2009
  • fDate
    12-14 Sept. 2009
  • Firstpage
    661
  • Lastpage
    664
  • Abstract
    This research aims at developing a practical content-based video copy detection scheme, which employs an efficient and effective content matching approach to help determine whether an investigated video is a duplicated copy and may infringe the copyright. In the proposed scheme, the key frames of videos are first retrieved and the methods of Vector Quantization (VQ) and singular value decomposition (SVD) will be applied to extract the spatial features of these frames. After locating the visually similar key-frame pairs by the matched VQ codewords, we use the shot lengths as the temporal features for further matching to achieve a more accurate result. The experimental results will show the feasibility of this potential solution.
  • Keywords
    content-based retrieval; copy protection; copyright; feature extraction; image matching; singular value decomposition; vector quantisation; video coding; video retrieval; MPEG; SVD; content matching approach; copyright infringement; digital content-based video copy detection scheme; matched VQ codeword; singular value decomposition; spatial feature extraction; temporal feature extraction; vector quantization; video frame retrieval; visually-similar key-frame pair; Computer science; Data mining; Digital signal processing; Feature extraction; Histograms; Intellectual property; Vector quantization; Video signal processing; Watermarking; Web server; MPEG; VQ; Video copy detection; scene-change;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information Hiding and Multimedia Signal Processing, 2009. IIH-MSP '09. Fifth International Conference on
  • Conference_Location
    Kyoto
  • Print_ISBN
    978-1-4244-4717-6
  • Electronic_ISBN
    978-0-7695-3762-7
  • Type

    conf

  • DOI
    10.1109/IIH-MSP.2009.272
  • Filename
    5337422