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引用次数: 0

摘要

我们展示了利用FPGA器件实现计算密集型边缘检测算法的可行性,这是图像处理中最早的步骤之一。我们开发了一个基于模块化FPGA的原型系统,该系统由五个Xilinx Spartan FPGA器件组成。该系统的目的是评估在硬件上实现的各种图像处理算法。我们已经实现了基于离散傅里叶反变换(IDFT)的边缘检测算法。我们首先对输入图像进行离散傅里叶变换(DFT),将样本与高通滤波器相乘,然后进行IDFT,以获得检测到边缘的图像。整个算法是实时执行的。我们比较了算法的效率与PC上的软件实现。
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Implementation of IDFT algorithm
We demonstrate the feasibility of exploiting FPGA devices for implementation of a computing-intensive algorithm for edge detection which is one of the earliest steps in image processing. We have developed a modular FPGA-based prototyping system composed of five Xilinx Spartan FPGA devices. The purpose of the system is to evaluate various image processing algorithms implemented in hardware. We have already implemented the edge detection algorithm on the basis of the inverse discrete Fourier transform (IDFT). We have first performed a discrete Fourier transform (DFT) on the input images, multiplying the samples with high-pass filter followed by the IDFT to obtain the image with detected edges. The whole algorithm is performed in a real-time. We have compared the efficiency of the algorithm versus the software implementation on the PC.
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