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基于遗传分形编码的嵌入式小波图像编码算法

张方舟 王徐研 郝庆辉

计算机技术与发展Issue(1):128-132,5.
计算机技术与发展Issue(1):128-132,5.DOI:10.3969/j.issn.1673-629X.2015.01.029

基于遗传分形编码的嵌入式小波图像编码算法

Embedded Wavelet Image Coding Algorithm Based on a Genetic Fractal Coding

张方舟 1王徐研 1郝庆辉1

作者信息

  • 1. 东北石油大学 计算机与信息技术学院,黑龙江 大庆 163318
  • 折叠

摘要

Abstract

On the basis of analyzing the characteristics of wavelet and fractal coding,propose a new embedded wavelet image coding algo-rithm based on genetic fractal coding. According to the characteristics of image wavelet transform which is decomposed into different spa-tial frequency sub-images,the low frequency sub-band is carried out fractal coding based on genetic algorithm,using fast global search a-bility of genetic algorithms to improve the matching search speed of range block and domain block in fractal coding. The high frequency sub-band is conducted SPIHT coding after threshold de-noising processing. Performed simultaneously in two parts,improve the compres-sion efficiency of the image. Experimental results show that compared with the traditional fractal coding and SPIHT coding compression methods,the algorithm gets a better reconstruction quality of image,especially at the low bit rate the PSNR is improved and the running time of the algorithm is also reduced.

关键词

分形编码/小波变换/遗传算法/图像压缩/SPIHT编码

Key words

fractal coding/wavelet transform/genetic algorithm/image compression/SPIHT coding

分类

信息技术与安全科学

引用本文复制引用

张方舟,王徐研,郝庆辉..基于遗传分形编码的嵌入式小波图像编码算法[J].计算机技术与发展,2015,(1):128-132,5.

基金项目

黑龙江省教育科研项目(11551016) (11551016)

计算机技术与发展

OACSTPCD

1673-629X

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