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《Science of Surveying and Mapping》 2011-05
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A review on spectral unmixing algorithms based on linear mixing model

LI Er-sen①,ZHANG Bao-ming①,SONG Li-hua①,YU Wen-jie①,TANG De-jin②(①Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China;②Troops 61135,Beijing 102211,China)  
The mixels not only influence the accuracy of target detection and classification based on the hypersepectral images,but also greatly hinder the development of quantitative remote sensing.Now,most of the spectral unmixing algorithms are based on the linear spectral mixing model,and the model's key procedure is endmember extraction.This paper firstly introduced the linear mixing model,then summarized the endmember extraction algorithms and deeply analyzed several endmember extraction algorithms(SMACC,VCA,SGA,etc).After that,the trends of the spectral unmixing were summarized.
【CateGory Index】: TP751
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Chinese Journal Full-text Database 3 Hits
1 GAO Yun;XIE Miaomiao;FU Meichen;CAO Yikun;School of Land Science and Technology,China University of Geosciences;;Pattern dynamics of vegetation coverage of Plateau Valley-City in the Western China:a case study in Xining[J];Acta Ecologica Sinica;2014-05
2 CAO Yikun;FU Meichen;XIE Miaomiao;GAO Yun;YAO Siyao;Haidian District Housing Authority of Beijing;School of Land Science and Technology,China University of Geosciences;;Landscape connectivity dynamics of urban green landscape based on morphological spatial pattern analysis( MSPA) and linear spectral mixture model( LSMM) in Shenzhen[J];Acta Ecologica Sinica;2015-02
3 Li Hongxing;Li Hongyi;Liang Ji;Hao Xiaohua;Wang Jian;Cold and Arid Regions Environmental and Engineering Research Institute,Chinese Academy of Sciences;University of Chinese Academy of Sciences;;Effect of Light-absorbing Pollutant on Snow Spectral Reflectance in the Northern Xinjiang of China[J];Remote Sensing Technology and Application;2014-05
Chinese Journal Full-text Database 2 Hits
1 CHEN Zi-xuan WU Wen-bo (Liaoning Technical University,Fuxin123000,China);A review on endmember extraction algorithms based on the linear mixing model[J];Science of Surveying and Mapping;2008-S1
2 XUE Qi, KUANG Gang-yao, LI Zhi-yong(School of Electronic Science and Engineering, National University of Defense Technology, Changsha 410073, China);Endmember Extraction Algorithms from Hyperspectral Image Based on The Linear Mixing Model:An Overview[J];Remote Sensing Technology and Application;2004-03
Chinese Journal Full-text Database 10 Hits
1 CHEN Zi-xuan WU Wen-bo (Liaoning Technical University,Fuxin123000,China);A review on endmember extraction algorithms based on the linear mixing model[J];Science of Surveying and Mapping;2008-S1
2 CHEN Zi-xuan,WU Wen-bo(Liaoning Technical University ,Fuxin123000,China);A review on endmember extraction algorithms based on the linear mixing model[J];Science of Surveying and Mapping;2008-S3
3 CHEN Wei①,YU Xu-chu①,WANG He②(①Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China;②Digital LandView Technology Company Limited,Beijing 100020,China);Target detection in hyperspectral imagery using support vector regression[J];Science of Surveying and Mapping;2010-03
4 ZHANG Wei, DU Pei-jun, ZHANG Hua-peng;Mixed Pixel Decomposition in Hyperspectral Remote Sensing Image Based on Neural Network[J];Bulletin of Surveying and Mapping;2007-07
5 LI Ersen,ZHANG Baoming,YANG Na,YANG Jingyu,GUO Xiaogang;Discussion of the NMF's Application for Hyperspectral Imagery Unmixing[J];Bulletin of Surveying and Mapping;2011-03
6 HU Tan-gao,ZHANG Jin-shui,JIA Bin,PAN Yao-zhong,DONG Yan-sheng,LI Le(State Key Laboratory of Earth Surface Processes and Resource Ecology,Beijing Normal University,Beijing 100875,China);Research on LSMM of Remote Sensing Images Based on Different Resolution[J];Geography and Geo-Information Science;2008-03
7 PENG Yan-bin1,AI Jie-qing2 (1. School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou 310023, China; 2. College of Computer Science, Zhejiang University, Hangzhou 310027, China );Hyperspectral Imagery Classification Based on Spectral Clustering Band Selection[J];Opto-Electronic Engineering;2012-02
8 KANG Qing, YU Rong, ZHANG Zeng-xiang, ZHAO Xiao-li(Institute of Remote sensing Applications, Chinese Academic of Sciences, Beijing 100101, China);Remote Sensing Application in Studying Soil Salinization in Arid Areas Based on ASTER Images[J];Arid Land Geography;2005-05
9 KANG Qing,ZHANG Zeng-xiang,ZHAO Xiao-li,YU Rong(Institute of Remote sensing Applications,Chinese Academic of Sciences,Beijing 100101,China);Remote Sensing Application to Rapid Survey of Land Salinization Based on Multi_source Images[J];Journal of Arid Land Resources and Environment;2006-03
10 DONG Lian-ying,XING Li-xin,PAN Jun,WANG Jing,LI Li-li,JIAO Jian-nan(College of Geoexploration Science and Technology,Jilin University,Changchun 130026,China);Vegetation Classification in Hyperspectral Image with CART Decision Tree[J];Journal of Jilin University(Information Science Edition);2013-01
China Proceedings of conference Full-text Database 2 Hits
1 WEI Yi-wei,HUANG Shi-qi,LIU Dai-zhi (The Second Artillery Engineering University,Xi'an 710025);Mixed Pixel Decomposition based on Independent Component Analysis for Hyperspectral Image[A];[C];2012
2 Wang Baihe~1,Liu Zhigang~1,Li Yihong~1 (1.The Second Artillery Engineering University,Xi'an,710025,China);The Research on the Clustering Method of Endmember Spectra Based on Spectral Analysis[A];[C];2013
Chinese Journal Full-text Database 10 Hits
1 CHANG Hsiao-Fei~1, LI Zhengguo~2, WANG Rusong~1, WANG Yanglin~3, LI Feng~ 1, Xiong Xiaxian~41. State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environment Sciences, Chinese Academy of Sciences, Beijing 100085; 2. Key Laboratory of Resources Remote Sensing and Digital Agriculture, Ministry of Agriculture (MOA), Beijing 100081; 3. Graduate School of Shenzhen, Peking University, Shenzhen 518055; 4. Changzhou Urban Planning & Design Institute, Changzhou 213003;Study on Network Analysis for Urban Ecological Security Pattern in Changzhou City[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2009-01
2 Wurihan1,2;WEN Xiao-rong2;ZHAO Hai-xia1;SHE Guang-hui2.1 Nanjing Institute of Geography and Limnology,Chinese Academy of Sciences,210008,P.R.China;2 College of Forest Resources and Environment,Nanjing Forestry University,210037,P.R.China.;Dynamic analysis and prediction of green space landscape based on the RS and GIS in Shenzhen special economic zone[J];Journal of Beijing Forestry University;2010-06
3 CHEN Wei①,YU Xu-chu①,WANG He②,WEN Bing-gong③,JIN Ke-qiang④(①Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China;②Digital LandView Technology Company Limited,Beijing 100020,China;③Troops 78155,Chengdu 610036,China;④Troops 96633,Beijing 100096,China);Particle swarm optimization for endmember extraction in hyperspectral imagery[J];Science of Surveying and Mapping;2011-04
6 Li Peiji (Lanzhou Institute of Glaciology and Geocryology, Chinese Academy of Sciences);DYNAMIC CHARACTERISTIC OF SNOW COVER IN WESTERN CHINA[J];Acta Geographica Sinica;1993-06
7 YUE Tian-xiang, YE Qin-hua (State Key Laboratory of Resources and Environment Information System, Institute of Geographic Sciences and Natural Resources Research, CAS Beijing 100101, China);Models for Landscape Connectivity and Their Applications[J];Acta Geographica Sinica;2002-01
8 WU Shaohong1,2, YIN Yunhe1,3, ZHENG Du1, YANG Qinye1(1. Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, China;2. Institute of Tibetan Plateau Research, CAS, Beijing 100085, China;3. Graduate School of the Chnese Academy of Sciences, Beijing 100039, China);Climate Changes in the Tibetan Plateau during the Last Three Decades[J];Acta Geographica Sinica;2005-01
9 BU Xinguo1, 2, WANG Yanglin1, WU Jiansheng1 (1. College of Urban and Environment Science of Peking University, Beijing 100871, China; 2. Land Survey and Planning Institute of Jiangsu Province, Nanjing 210024, China);The Effect of Landform on Landscape Pattern Vertical Differentiation in Rapidly Urbanized Shenzhen City[J];Acta Geographica Sinica;2008-01
10 LIU Zhenhuan 1,WANG Yanglin 1,PENG Jian 1,XIE Miaomiao 2,LI You 1(1.College of Urban and Environmental Science,Laboratory for Earth Surface Processes,Ministry of Education,Peking University,Beijing 100871,China;2.School of Land Science and Technology,China University of Geosciences,Beijing 100083,China);Using ISA to Analyze the Spatial Pattern of Urban Land Cover Change:A Case Study in Shenzhen[J];Acta Geographica Sinica;2011-07
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Du Peng Zhao Huijie(School of Instrument Science and Opto-electronics Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Noise robust ICA feature extraction algorithm for hyperspectral image[J];Journal of Beijing University of Aeronautics and Astronautics;2005-10
2 You Xiaobin; You Xianxiang; Xiang Yingying. School of Resources and Environment,Beijing For.Univ.,100083,P.R.China.;Mixed pixel and mixed pixel analysis.[J];Journal of Beijing Forestry University;2003-S1
3 LI Su1,LI Wen-zheng1,ZHOU Jian-jun2,ZHUANG Da-fang3(1.Computer College,Beijing Technology and Business University,Beijing 100037;2.College of Information and Electrical Engineering,China Agricultural University,Beijing 100083;3.State Key Lab of Resource and Environmental Information System,Institute of Geographical Sciences and Natural Resources Research,CAS,Beijing 100101,Chioa);A Review on Endmember Selection Methods in the Course of Mixed Pixel Decomposition of Remote Sensing Images[J];Geography and Geo-Information Science;2007-05
4 ZHAO Jing~(*1,2),TANG Huan-wen~1,ZHU Xun-zhi~1(1.Dept.of Appl.Math.,Dalian Univ.of Technol.,Dalian 116024,China;2.Dept.of Math.and Phys.Sci.,Shandong Inst.of Light Ind.,Jinan 250100,China);An improvement of simulated annealing algorithm and study of its application[J];Journal of Dalian University of Technology;2006-05
5 Tong Qingxi(The Branch Socicty of Environmemal Remote Sensing, Geographycal Sorwty of China. Beijing, 100101);ADVANCE IN REMOTE SENSING SCIENCE AND TECHNOLOGY[J];ACTA GEOGRAPHICA SINICA;1994-S1
6 YAN Li-mei,JIAO De-jie(Department of Mathematics,Dezhou University,Dezhou Shandong 253023,China);Kind of Improved Feature Selection Model and Its Algorithm[J];Journal of Dezhou University;2007-04
7 ZHANG Xian da,BAO Zheng (Key Laboratory for Radar Signal Processing,Xidian University,Xi'an,Shanxi 710071,China);Blind Source Separation[J];Acta Electronica Sinica;2001-S1
8 LIU Ju 1,HE Zhen ya 2 (1 College of Information Science and Engineering,Shandong University,Jinan,Shandong 250100,China; 2 Department of Radio Engineering,Southeast University,Nanjing,Jiangsu 210096,China);A Survey of Blind Source Separation and Blind Deconvolution[J];Acta Electronica Sinica;2002-04
9 XUE Bai , LIU Wen-yao , WANG Jin-tao , ZUO Kun-long ( 1. College of Precision Instrument and Opto-Electronic Engineering , Tianjin University , Tianjin 300072 , China ; 2. Key Laboratory of Opto-Electronic Information Technical Science , EMC , Tianjin 300072 , China );A personal identification system based on iris recognition[J];Opto-electronic Engineering;2004-01
10 GAN Fu_ping 1, WANG Run_sheng 2, GUO Xiao_fang 2,WANG Qing_hua 2 (1.China University of Geoscience, Beijing 100083, China; 2.Aero Geophysical Survey and Remote Sensing Center, Beijing 100083, China);EXTRACTION FOR ROCK AND ORE DEPOSITS INFORMATION AND PROSPECTS FOR APPLICATION OF GEOLOGY USING HYPERSPERCTRAL REMOTE SENSING ——TIBET PLATEAU AS TEST SAMPLE[J];REMOTE SENSING FOR LAND & RESOURCES;2000-03
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