A Compression Algorithm of Hyperspectral Remote Sensing Image Based on 3-D Wavelet Transform and Fractal

摘要：

In this paper,the 3-D Wavelet-Fractal coding wasused to compress the hyperspectral remote sensingimage.The classical eight kinds of affinetransformations in 2-D fractal image compressionwere generalized to nineteen for the 3-D fractal imagecompression.Hyperspectral image date cube was firsttranslated by 3-D wavelet and then the 3-D fractalcompression coding was applied to lowest frequencysubband.The remaining coefficients of higherfrequency subbands were encoding by 3-D SPIHT.Weuse eight-fork tree division algorithm to improve thematching accuracy and reduce the time of fractalcoding.The new compression method had been testedby MATLAB.The experiment results indicate that wecan gain high compression ratios and the informationloss is acceptable.

作者: PAN Wei ZOU Yi AO Lu

作者单位: Department of Cognitive Science,Xiamen University,Xiamen,Fufian,361005,China Department of Automatization,Xiamen University,Xiamen,Fujian,361005 China

会议类型: 国际会议

会议名称: 2008 3rd International Conference on Intelligent System and Knowledge Engineering(第三届智能系统与知识工程国际会议)(ISKE 2008)

会议地点: 厦门

会议语种:英文

页码: 1237-1241

在线出版日期: 2008-11-17（万方平台首次上网日期，不代表论文的发表时间）