计算机与现代化 ›› 2013, Vol. 1 ›› Issue (4): 103-106.doi: 10.3969/j.issn.1006-2475.2013.04.026

• 图像处理 • 上一篇    下一篇

DCT变换在图像压缩中的应用

武 瑛   

  1. 西安文理学院,陕西 西安 710065
  • 收稿日期:2012-12-03 修回日期:1900-01-01 出版日期:2013-04-17 发布日期:2013-04-17

Application of DCT Transform in Image Compression

WU Ying   

  1. Xi’an University of Arts and Science, Xi’an 710065, China
  • Received:2012-12-03 Revised:1900-01-01 Online:2013-04-17 Published:2013-04-17

摘要: 在信息爆炸的当今社会,图像压缩技术是促进多媒体技术进一步发展的关键技术之一。离散余弦变换(DCT)由于在图像压缩编码方面的独有优势,被广泛推广和应用。本文介绍基于DCT变换的JPEG系统,并从数学角度分析一维DCT和二维DCT正反变换及其变换前后系数频带分布情况。利用Matlab仿真软件,对基于FFT的快速算法和DCT变换矩阵算法分别进行仿真,仿真结果表明,DCT变换在图像压缩中,具有实现简单、方法灵活、易于操作,图像压缩质量高等优点。

关键词: DCT变换, 图像压缩, JPEG, Matlab

Abstract: In the age of information explosion nowadays, image compression is one of the key technologies to promote the further development of multimedia technology. Due to the unique advantage of discrete cosine transform (DCT) in image compression and coding, it is widely extended and applied. This paper describes a DCT-based JPEG system, and analyzes the distribution of one-dimensional DCT and two-dimensional DCT pros and cons before and after transformation coefficients band from a mathematical point of view. And then using Matlab simulation software to simulate the fast-FFT algorithm and the DCT matrix transform algorithm, simulation results show that the DCT transform in image compression has the advantages of easy to implement and flexible, easy to operate and high compression quality.

Key words: DCT transform, image compression, JPEG, Matlab

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