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Efficient 3-D parallel FIR filtering algorithm

机译:高效的3-D并行FIR滤波算法

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In this paper we present an efficient 3-D digital filtering method based on a new 3-D parallel filtering algorithm. This method is suitable for high resolution / high speed 3-D image and video processing. The proposed 3-D parallel filtering algorithm is highly efficient due to the elimination of overlapping segments overhead in the block-filtering method, and the boundary conditions in parallel filtering applications. It also solves the problem of limited efficiency of direct FIR filtering when the system impulse response is large, and enhances the overall memory distribution of the parallel system by segmenting both the 3-D input data and the impulse response of the system into smaller independent subsections that can be simultaneously processed. Finally, the algorithm's performance is assessed and analyzed.
机译:在本文中,我们提出了一种基于新型3D并行滤波算法的有效3D数字滤波方法。此方法适用于高分辨率/高速3-D图像和视频处理。由于消除了块滤波方法中重叠段的开销以及并行滤波应用中的边界条件,因此所提出的3-D并行滤波算法非常高效。它还解决了系统脉冲响应较大时直接FIR滤波效率有限的问题,并且通过将3-D输入数据和系统的脉冲响应分为较小的独立子部分来增强并行系统的整体内存分配可以同时处理。最后,对该算法的性能进行了评估和分析。

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