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OALib Journal期刊
ISSN: 2333-9721
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MPI based parallel computation of matching cube
基于MPI的匹配方体并行计算研究

Keywords: matching-cube,Disparity Space Image(DSI),stereoscopic vision,Message Passing Interface(MPI),parallel computing
匹配方体
,视差空间图像,立体视觉,消息传递接口,并行计算

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Abstract:

According to PCAM, a parallel algorithm was figured out to accelerate the computation of matching-cube for stereoscopic vision. The computation of matching-cube was divided by vertical coordinate into many sub-computations, which minimized the communication between computing nodes. By assigning these computation jobs of different disparity values to multiple computing nodes and gathering all these DSI to root node, a matching cube was obtained. A relatively accurate computational time complexity modal was built on CPU cycles to analyze the performance on different platforms, which was very important to real-time applications. As the data-dependence during computation was very low, a nearly linear speedup could be obtained on MPI cluster parallel platform.

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