• DocumentCode
    433164
  • Title

    Architecture of MPEG-7 color structure description generator for realtime video applications

  • Author

    Jing-Ying Chang ; Hung-Chi Fang ; Yen-Wei Huang ; Chen, Liung-Gee

  • Author_Institution
    DSP-IC Design Lab., Nat. Taiwan Univ., Taipei, Taiwan
  • Volume
    4
  • fYear
    2004
  • fDate
    24-27 Oct. 2004
  • Firstpage
    2813
  • Abstract
    Color structure descriptor (CSD) provides satisfactory image indexing and retrieval results among all color-based descriptors in MPEG-7. The superiority comes from the consideration of space distribution of colors. Hardware accelerator is a must because its good performance is at the expense of high computational complexity. In this paper, a design approach of specific hardware accelerators for descriptors is explored. The characteristics of CSD algorithm are also analyzed and an efficient architecture is proposed. The proposed architecture can generate CSD description of 256 256 image at 30 frames per second (fps). The architecture provides about 4.5 giga instructions per second (GIPS) to achieve real-time applications like assisting rate control in video coding system and circumstance change detection in surveillance system.
  • Keywords
    computational complexity; data compression; image colour analysis; image retrieval; indexing; real-time systems; surveillance; video coding; CSD; GIPS; MPEG-7 color structure description generator; computational complexity; giga instructions per second; hardware accelerator; image indexing-retrieval; rate control; realtime video application; surveillance system; video coding system; Algorithm design and analysis; Computational complexity; Computer architecture; Control systems; Hardware; Image retrieval; Indexing; MPEG 7 Standard; Real time systems; Video coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2004. ICIP '04. 2004 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-8554-3
  • Type

    conf

  • DOI
    10.1109/ICIP.2004.1421689
  • Filename
    1421689