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A New FPGA and Programmable SoC Based VLSI Architecture for Histogram Generation of Grayscale Images for Image Processing Applications

机译:一种新的基于FPGA和可编程SoC的VLSI架构,可用于图像处理应用的灰度图像直方图生成

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A novel histogram generation hardware architecture, which can develop histogram for all types of grayscale images of size (256 x 256), is presented in this paper. The histogram produced from the proposed hardware gives exactly the same information as obtained from a histogram plot using simulation tool like Matlab with 100 percent accuracy. Hardware realization of the architecture makes it suitable for generating real-time histogram in medical and military applications which is practically difficult in software based implementations. Experimental results shows that the frequency of operation of the proposed architecture is very high both for Field Programmable Gate Array (FPGA) as well as for Programmable SoC (PSoC) based implementation. To the best of our knowledge, this is the first hardware implementation for grayscale image histogram generator for the selected histogram generation algorithm mentioned in this paper.
机译:本文提出了一种新颖的直方图生成硬件架构,该架构可以为所有类型的大小为(256 x 256)的灰度图像开发直方图。由建议的硬件产生的直方图所提供的信息与使用Matlab之类的仿真工具以100%的精度从直方图获得的信息完全相同。该架构的硬件实现使其适合于在医疗和军事应用中生成实时直方图,而这在基于软件的实现中实际上是困难的。实验结果表明,无论是对于现场可编程门阵列(FPGA)还是基于可编程SoC(PSoC)的实现,所提出架构的操作频率都非常高。据我们所知,这是本文所述的所选直方图生成算法的第一个灰度图像直方图生成器硬件实现。

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