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OALib Journal期刊
ISSN: 2333-9721
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Design and implementation of image/signal processing parallellibrary based on MPI and object-orientation
一个基于消息传递接口和面向对象的图像信号处理并行向量库

Keywords: object-oriented,message passing mechanism,hierarchical framework,parallel algorithm
面向对象
,消息传递机制,层次型结构,并行算法

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Abstract:

There are many problems in the design and realization of traditional parallel software systems, such as the low development efficiency, the difficulty to ensure the quality and the poor portability. This paper developed the standard parallel library to resolve these problems. This paper used the idea of HPEC_SIhigh performance embedded computing software initiative for reference, based on the message passing mechanism of MPImessage passing interface, enveloped some typical parallel algorithms in image/signal processing domain as classes, designed and finished an object-oriented, image/signal processing standard parallel library to provide application software programmers an excellent development environment. It proves that the matrix-vector parallel algorithms can be implemented effectively by the library through experiments, and it's easy to use, portable and reusable greatly and effective.

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