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Efficient algorithms for discrete Gabor transforms using multicomputer networks

机译:使用多计算机网络进行离散Gabor变换的高效算法

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Abstract: This paper presents algorithms for the implementation of Gabor transform in parallel MIMD multicomputer networks. The discrete Gabor transform algorithms are based on two techniques. The first method computes the coefficients using the discrete Zak transform which can be implemented using fast Fourier transforms. The second method computes the Gabor coefficients based on an optimization criterion, which is the minimization of the difference vector between the original signal and the signal that is to be reconstructed from the coefficients. The parallel algorithms are developed for both forward and inverse Gabor transforms based on data- flow in the computations and are independent of the network structure. The algorithms are modular and are designed to minimize communications that are inherent in MIMD systems. Some results of the parallel implementation of the algorithms in hypercube transputer networks is presented. The algorithms can be used for implementation in any MIMD multicomputer network. !12
机译:摘要:本文提出了在并行MIMD多计算机网络中实现Gabor变换的算法。离散Gabor变换算法基于两种技术。第一种方法使用离散Zak变换来计算系数,该离散Zak变换可以使用快速傅里叶变换来实现。第二种方法基于优化标准来计算Gabor系数,该优化标准是最小化原始信号与要从系数中重构的信号之间的差异矢量。并行算法是根据计算中的数据流针对正向和反向Gabor变换开发的,并且独立于网络结构。该算法是模块化的,旨在最小化MIMD系统中固有的通信。提出了在超立方体晶片机网络中并行实现算法的一些结果。该算法可用于任何MIMD多计算机网络中的实现。 !12

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