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VLSI architecture for Vasanth sorting to denoise image with minimum comparators

机译:用于Vasanth排序的VLSI架构,可使用最少的比较器对图像进行降噪

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An efficient VLSI architecture for minimized sorting network (Vasanth sorting) in rank ordering application to remove salt and pepper noise is proposed. The basic operation in salt and pepper noise removal is rank ordering. In this work, a novel 2D sorting technique referred to as Vasanth sorting is proposed for a fixed 3 x 3 window. Vasanth sorting requires only 25 comparators to sort 9 elements of the window. A parallel architecture is developed for Vasanth sorting with 25 comparators. The processing element of the parallel architecture is an 8-bit data comparator (Two cell comparator). The performance of the proposed sorting technique is compared with the different sorting technique which is targeted for XCV1000-5bg560 on XILINX 7.1i and xc7v2000t-2fig1925 Xilinx 14.7 project manager respectively with Modelsim 10.4a for simulation and XST compiler tool for synthesis using VHDL. It was found that the parallel architecture developed for Vasanth sorting requires the only 1/4 of the area in FPGA when compared to existing sorting techniques. The combinational delay of the proposed architecture was also twice as less like their counterparts. The power consumption of the logic was 7mw. Hence the above performances make Vasanth sorting a better choice compared to existing techniques for rank ordering. (C) 2019 Elsevier B.V. All rights reserved.
机译:提出了一种有效的VLSI架构,用于在排序应用中最小化排序网络(Vanthan排序)以消除盐和胡椒噪声。去除盐和胡椒粉噪声的基本操作是等级排序。在这项工作中,针对固定的3 x 3窗口提出了一种称为Vasanth排序的新颖2D排序技术。 Vasanth排序仅需要25个比较器即可对窗口的9个元素进行排序。开发了一种并行架构,用于使用25个比较器对Vasanth进行排序。并行体系结构的处理元素是一个8位数据比较器(两单元比较器)。将拟议的排序技术的性能与针对XILINX 7.1i上的XCV1000-5bg560和针对xc7v2000t-2fig1925的Xilinx 14.7项目管理器(分别针对Modelsim 10.4a进行仿真)和用于使用VHDL进行综合的XST编译器工具针对的不同排序技术进行了比较。发现与现有的排序技术相比,为Vasanth排序开发的并行体系结构仅需要FPGA面积的1/4。拟议架构的组合延迟也比同类架构少两倍。该逻辑的功耗为7mw。因此,与现有的排名排序技术相比,上述性能使Vasanth排序成为更好的选择。 (C)2019 Elsevier B.V.保留所有权利。

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