JOURNAL ARTICLE

<title>Fast fractal coding of multispectral remote sensing images</title>

Lin Ni

Year: 2001 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 4551 Pages: 32-37   Publisher: SPIE

Abstract

Fractal image coding represented the static image data with parameters of dynamic iterating processes and was able to break through the theoretical limitation of entropy coding. It had attracted wide interests of many researchers. In this paper, we applied fractal coding to multispectral remote sensing image compression and made some improvements to the quad-tree-partition based fractal coding method according to the properties of multispectral remote sensing images. For the improvements, the same partition scheme was assigned to images in different bands. In addition, the size of the searching space of affine transform was diminished to further improve the compression ratio and also the coding speed by making use of the spectral correlation. Experimental results showed that the proposed method could improve the performances of the quad-tree-partition based fractal coding algorithm obviously. Satisfactory results were obtained.

Keywords:
Multispectral image Fractal Fractal transform Quadtree Coding (social sciences) Computer science Fractal compression Entropy (arrow of time) Data compression Computer vision Artificial intelligence Algorithm Pattern recognition (psychology) Image compression Remote sensing Mathematics Image processing Image (mathematics) Geography Statistics Physics

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Topics

Image Retrieval and Classification Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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