HDLs仿真与Matlab图像处理的比较研究

Hasnae El Khoukhi, M. A. Sabri
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引用次数: 9

摘要

数字图像处理(DIP)在遥感数据的分析和解释中起着至关重要的作用。它也是工程和计算机科学学科的核心研究领域。本文介绍了一种在Verilog中实现图像处理的方案设计,该方案可用于jpg、gif、bmp等任意格式的图像处理。使用Verilog模拟任何逻辑输入的DIP的主要优点与基于FPGA的即时硬件实现的可能性有关。我们的算法在Verilog中设计,并使用Matlab和Modelsim进行仿真。实际上,使用Matlab将输入图像转换为文本/像素,并将结果存储在新的文本文件中。使用Verilog和测试台程序,以文本文件的形式分配输入、输出和内存位置。然后,使用Matlab将输出的文本文件转换回图像后再进行一步转换。对HDLs仿真与Matlab进行了对比研究。实验结果表明了所提设计的有效性。作为这项工作的延伸,我们的目标是实现一个高效的基于FPGA的硬件设计,用于一组图像处理,增强和滤波算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparative study between HDLs simulation and Matlab for image processing
Digital Image Processing (DIP) plays a vital role in the analysis and interpretation of remotely sensed data. It forms core research area within engineering and computer science disciplines too. This paper describes a proposal design for image processing in Verilog and that can be applied for any format of images like jpg, gif, bmp etc. The main advantage of using Verilog to simulate DIP of any logical inputs is related with the possibility of an immediate FPGA based hardware implementation. Our algorithm is designed in Verilog and simulated using the Matlab and Modelsim. In fact, the input image is converted to text/pixel using Matlab and results are stored in a new text file. Using Verilog with test bench program, the inputs, outputs and memory locations are assigned in the form of text file. Then, the output texts file back to image after a conversion step using Matlab. A comparative study between HDLs Simulation and Matlab are conducted. Obtained results show well the efficiency of the proposed design. As an extension of this work, we aim to implement an efficient FPGA based hardware design for a set of image processing, enhancement, and filtering algorithms.
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