A parallel processing system of images

Zongtao Duan, Xingshe Zhou

科研成果: 期刊稿件会议文章同行评审

摘要

In order to speedup image processing in embedded environment, we construct a parallel processing system of images. The parallel processing system includes a parallel hardware, a new defined language for parallel image processing and a set of software tools. From the view of high performance, low power dissipation and the characteristics of image processing, we construct a SIMD coprocessor as an image processing accelerator. Using a RISC host processor manages the whole system. The SIMD processor is scalable. We also define a new language which is extended from standard C. A new data type "stream" and a new keyword "kernel" are added to the language to explicitly describe parallelism. For the new hardware and language of parallel image processing, we also research software tools for this parallel system. The software tools maps programs to code that runs on the new hardware. For example develop a scheduler to transfer stream data between memories and register files. From the analysis we found that the parallel image processing system can not only match image applications' characteristics but also easy to implement by using VLSI technology. With new language and software tools supporting, an embedded real-time parallel image processing system becomes available for programmers.

源语言英语
文章编号60441A
期刊Proceedings of SPIE - The International Society for Optical Engineering
6044
DOI
出版状态已出版 - 2005
活动MIPPR 2005: Image Analysis Techniques - Wuhan, 中国
期限: 31 10月 20052 11月 2005

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