Architecture of MPEG-7 color structure description generator for realtime video applications
Resource
Image Processing, 2004. ICIP '04. 2004 International Conference on
Journal
Proceedings - International Conference on Image Processing, ICIP
Journal Volume
4
Pages
2813-2816
Date Issued
2004
Author(s)
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 speci c hardware accelerators for descriptors is explored. The characteristics of CSD algorithm are also analyzed and an ef cient 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. © 2004 IEEE.
Event(s)
2004 International Conference on Image Processing, ICIP 2004
Other Subjects
Color structure description; Edge enhancement; Image indexing; Scalable color decriptor (SCD); Algorithms; Computational complexity; Computer simulation; Computer software; Image analysis; Image coding; Image enhancement; Real time systems; Semantics; Video signal processing
Type
conference paper
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