Research on fractal image coding methods

Shiping Zhu, Juqiang Chen
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引用次数: 1

Abstract

Fractal image coding method is a novel compression method, in which the local self-similarity of the image is used to eliminate cross-scale redundancy existing in image data. It receives wide academic attention with its innovative idea, high compression ratio, high decoding speed, independent resolution etc. however, for the encoding time and quality of decoding needs to be improved, there have been many new methods in fractal coding. In this paper, a survey of fractal coding development, theoretical principles, improved methods and characteristics of the application is proposed. The improved methods focus on reducing coding time, combining DCT or wavelet method and block-based division. Finally, the future direction of development and possible applications are discussed.
分形图像编码方法研究
分形图像编码方法是一种新颖的压缩方法,它利用图像的局部自相似性来消除图像数据中存在的跨尺度冗余。分形编码以其新颖的思想、高压缩比、高解码速度、独立分辨率等特点受到学术界的广泛关注,但由于需要提高编码时间和解码质量,出现了许多新的分形编码方法。本文综述了分形编码的发展、理论原理、改进方法及其应用特点。改进的方法主要集中在减少编码时间,结合DCT或小波变换方法和基于块的分割。最后,对未来的发展方向和应用前景进行了展望。
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