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A FPGA based implementation of Sobel edge detection

机译:基于FPGA的Sobel边缘检测实现

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摘要

This paper presents an architecture for Sobel edge detection on Field Programmable Gate Array (FPGA) board, which is inexpensive in terms of computation. Hardware implementation of the Sobel edge detection algorithm is chosen because hardware presents a good scope of parallelism over software. On the other hand, Sobel edge detection can work with less deterioration in high level of noise. A compact study is also been done based on the previous methods. The proposed architecture uses less number of logic gates with respect to previous method. Space complexity is also reduced using proposed architecture.
机译:本文提出了一种在现场可编程门阵列(FPGA)板上进行Sobel边缘检测的架构,该架构在计算方面很便宜。选择Sobel边缘检测算法的硬件实现方式是因为硬件与软件相比具有很好的并行性。另一方面,Sobel边缘检测可以在较高的噪声水平降低的情况下工作。基于以前的方法也进行了紧凑的研究。相对于先前的方法,所提出的架构使用较少数量的逻辑门。使用建议的体系结构还可以减少空间复杂性。

著录项

  • 来源
    《Microprocessors and microsystems》 |2018年第2期|84-91|共8页
  • 作者单位

    PDPM Indian Inst Informat Technol Design & Mfg Ja, Comp Sci & Engn, Jabalpur 482005, Madhya Pradesh, India;

    PDPM Indian Inst Informat Technol Design & Mfg Ja, Comp Sci & Engn, Jabalpur 482005, Madhya Pradesh, India;

    PDPM Indian Inst Informat Technol Design & Mfg Ja, Comp Sci & Engn, Jabalpur 482005, Madhya Pradesh, India;

    Kalyani Govt Engn Coll, Dept Comp Applicat, Nadia 742101, W Bengal, India;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    FPGA; Edge detection; Sobel operator; Hardware architecture;

    机译:FPGA;边缘检测;Sobel运算符;硬件架构;

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