一个基于图像代数的并行图像处理环境
A Parallel Image Processing Environment Based on Image Algebra
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摘要: 系统可用性和应用程序可移植性差是许多现有的并行图像处理计算结构难以获得实际应用的重要原因 基于Ritter提出的图像代数理论 ,研究、实现了一个并行图像处理环境 用户在并行计算结构上进行程序设计时 ,只需用图像处理环境提供的图像代数运算描述算法即可 ,处理环境能够根据用户算法的描述 ,依据一个时间开销模型 ,自动从并行实现函数库中提取出最优或近似最优的并行代码完成算法的运行 算法的并行实现和并行计算结构的硬件细节对用户透明Abstract: The low system usability and poor portability of application programs are the key reasons why most parallel image processing architectures available have not been used in practice. Based on the image algebra theory presented by Ritter, a parallel image processing environment is studied and implemented. To program the parallel architecture, users need only describe their algorithms with image algebra operations provided in the environment. The environment can automatically extract the optimal or approximately optimal parallel codes from the parallel functions library according to the algorithm description and a time cost model, and execute the application program. The parallel execution of application programs and the hardware details of the parallel architecture are transparent to users.
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