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《Laser Journal》 2016-02
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Lossless Compression of Hyper-spectral Image Based on Prediction

Yang Ming-long;College of land and resources engineering,Kunming University of Science and Technology;  
Hyper-spectral images have the characteristics of huge data,which have adverse effects on storage and transmission,In order to speed up the transmission speed and save the storage space,a new lossless compression algorithm based on the prediction for hyperspectral image is proposed.First of all,the current situation of the research on lossless compression of hyperspectral image is analyzed,and the existing problems in current lossless compression algorithm are found,and then the spatial correlation and spectral correlation of hyperspectral image are estimated to design a hyper-spectral image compression predictor,finally the test results show that the proposed algorithm can achieve the lossless compression of hyper-spectral image,compression effect is significantly better than current classical compression algorithms.
【Fund】: 教育部高校硕士点基金(200801120007)
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 ZHAO Chun-hui,CHEN Wan-hai,ZHANG Ling-yan(College of Information and Communication Engineering,Harbin Engineering University,Harbin 150001,China);A compression algorithm of hyperspectral remote sensing image based on vector quantization[J];Journal of Harbin Engineering University;2006-03
【Co-citations】
Chinese Journal Full-text Database 3 Hits
1 HUANG Fu-ying,HUANG Kai-zhi(School of Computer,Electronics and Information,Guangxi University,Nanning,Guangxi,530004,China);Image Compression Method Based on Vector Quantization and Huffman Encoding[J];Journal of Guangxi Academy of Sciences;2009-04
2 WAN Jian-wei~1 NIAN Yong-jian~1 SU Ling-hua~(2,3) XIN Qin~1 (1.College of Electronic Science and Engineering,National Univ.of Defense Technology,Changsha,410073; 2.Dalian Communication Sergeant School of Air Force,Dalian,116600; 3.Telecommunication Engineering Institute,Air Force Engineering University,Xi'an,710077);Rearch Progress on Hyperspectral Imagery Compression Technique[J];Signal Processing;2010-09
3 XI Zhi-hong,XIAO Chun-li,LIUXiao-hui (College of Information and Communication Engineering, Harbin Engineering University,Harbin,150001,China);Research on joint source channel coding of ROI image transmission[J];Applied Science and Technology;2008-11
China Proceedings of conference Full-text Database 1 Hits
1 Huang Fuying , Huang Kaizhi ( School of Computer, Electronics and Information,Guangxi University,Nanning 530004);Image compression based on vector quantization and Huffman code[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 FENG Yan, HE Ming-yi, WEI Jiang (Institute of Electronic Information, Northwestern Polytechnical University, Xi'an 710072, China);Lossless Compression of Multispectral Remote Sensing Image Based on Neural Network[J];Remote Sensing Technology and Application;2004-01
2 LU Zhe ming, SUN Sheng he (Department of Automatic Test and Control, Harbin Institute of Technology, Harbin 150001);Vector Quantization Based on Self Organizing Feature Map Neural Network[J];JOURNAL OF IMAGE AND GRAPHICS;2000-10
3 ZHANG Ye, ZHANG Jun ping (Department of Electrical and Communication Engineering, Harbin Institute of Technology, Harbin 150001);Remote Sensing Hyperspectral Image Processing Techniques[J];Journal of Image and Graphics;2001-01
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