基于小波变换的分形预测图象编码方法

谢鑫; 马争鸣

doi:10.11834/jig.19990354

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基于小波变换的分形预测图象编码方法
Wavelet Based Fractal Predictive Image Coding
1999年4卷第3期页码：223
纸质出版：1999
DOI： 10.11834/jig.19990354
稿件说明：

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谢鑫, 马争鸣. 基于小波变换的分形预测图象编码方法[J]. 中国图象图形学报, 1999,4(3):223. DOI： 10.11834/jig.19990354.

Wavelet Based Fractal Predictive Image Coding[J]. Journal of Image and Graphics, 1999, 4(3): 223. DOI： 10.11834/jig.19990354.

摘要

提出一种把小波图象编码与分形图象编码相结合的新的编码方法。图象经过小波分解后，呈现出两种相似性；一种是图象本身的自相似性，一是同方向不同分辨率子图象之间的互相似性。利用第二种相似性，也即利用低分辩率子图象为同方向讷经子图象进行分形预测编码。由于小波分解后低分辨率子图象的范围比高分辨率子图象的小一倍，故该编码一般的分形编码方法大大缩短了编码的时间，就编码的效果而言，该方法也比较令人满意。

Abstract

This paper presents a new image coding scheme which integrates the wavelet image coding and the fractal image coding together. There are two similarities emerging after an image has been decomposed with wavelet transform

one is the self similarity of each subimage and the other is the co similarity between the subimages with the same orientation at different resolution. It is the co similarity that we make use of in our scheme. The experimental results provided in this paper justifies the good performance as well as efficiency of our scheme.