A FPGA-based implementation of JPEG encoder

Wadhah Ayadi, W. Elhamzi, Mohamed Atri
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引用次数: 1

Abstract

The research in the domain of image compression increased significantly where the requirements of transmission images have raised enormously. Image compression is very important in digital image processing. It plays a crucial role in efficient transmission and storage of images. The most widely used method of lossy compression is JPEG standard. In this paper, we will discuss the implementation of JPEG encoder for Field-Programmable Gate Array (FPGA). The target device is Virtex V ML507. The JPEG encoder was synthesized with EDK designs at the clock frequency of 125 MHz. The implementation starts with the standard JPEG algorithm that is analyzed to extract the interesting functions that can be implemented in an FPGA: quantization, Discrete Cosine Transform (D C T) and Huffman coding. Once identified, these functions are implemented in software. The design can compress from a BMP to a JPEG image with displaying the compressed one on screen.
基于fpga的JPEG编码器实现
随着对传输图像要求的不断提高,图像压缩领域的研究日益增多。图像压缩是数字图像处理中的一个重要环节。它对图像的高效传输和存储起着至关重要的作用。目前使用最广泛的有损压缩方法是JPEG标准。在本文中,我们将讨论JPEG编码器的现场可编程门阵列(FPGA)的实现。目标设备为Virtex V ML507。在时钟频率为125 MHz的情况下,采用EDK设计合成JPEG编码器。实现从标准的JPEG算法开始,分析以提取可在FPGA中实现的有趣函数:量化,离散余弦变换(dct)和霍夫曼编码。一旦确定,这些功能将在软件中实现。该设计可以将BMP图像压缩为JPEG图像,并将压缩后的图像显示在屏幕上。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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