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
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