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Fusion of Landsat TM and SAR Images Based on Principal Component Analysis

JIA Yonghong  
In this paper,principal component analysis(PCA)used to fuse Landsat TM with SAR image is discussed.The images generated by PCA fusion method have higher spatial resolution while maintaining the basic spectral contents of the original TM images.Comparison are made qualitatively and quantitatively with HIS method.The PCA fusion method distorts the spectral characteristics less than the HIS method does,so their capabilites of the images generated by the PCA fusion method are improved both in interpretation and in measurement.They will be more widely applied in practice.
【CateGory Index】: TP75
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Chinese Journal Full-text Database 7 Hits
1 CHEN Hao,\ YU Neng\|hai,\ LIU Zheng\|kai,\ ZHANG Rong(Department of Electronics Engineering and Information Science, University of Science and Technology of China, Hefei 230027, China);A New Data Fusion Algorithm for Improving Remote Sensing Images Resolution[J];Journal of Software;2001-10
2 YANG Li-ping1,2,CHEN Fa-hu1,Xie Yao-wen1,2(1.Key Laboratory of Western China's Environmental Systems(Ministry of Education,Lanzhou 730000,China;2.Institute of Remote Sensing and GIS,LanzhouUniversity,Lanzhou 730000,China);Advances of Multisource Remote Sensing Image Fusion Techniques in China[J];Remote Sensing Technology and Application;2007-01
3 XU Ling1,YANG Xin-rui2,CHEN Jian1(1.Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China;2.Chinese Academy of Meteorological Sciences,Beijing 100081,China);A Comparison of Fusing Methods of ETM+ and SPOT-5 PAN Images for Geohazrd Detection[J];Remote Sensing Technology and Application;2008-05
4 WENG Yong ling ①,② ,TIAN Qing jiu ①,HUI Feng ming ① (①International Institute for Earth System Science, Nanjing University, Nanjing 210093; ② Department of Surveying and Mapping Engineering, College of Transportation, Southeast University,Nanjing 210096,China);Analysis and Evaluation of Method on Remote Sensing Data Fusion[J];Remote Sensing Information;2003-03
5 DAI Ta gen,QIU Dong sheng,BAO Guang shu,YAO Rui,XIE Wen bing (College of Resources, Environment and Civil Engineering, Central South University, Changsha 410083, China);Geoscientifical data model and research of data fusion technology[J];Journal of Central South University of Technology(Natural Science);2001-03
6 Mamatsawut~(1,2),DING Jian-li~(1,3),Tashpolat·Tiyip~(1,3),JIANG Hong-nan~(1,3)(1.College of Resource and Environment Sciences,Xinjiang University,Urumqi 830046,China;2.Modern educational technologhy center,xinjiang University Urumqi 830046,China;3.Key Laboratory of Oasis Ecology(Xinjiang University) Ministry of Education,Urumqi 830046,China;);Multisource Information Fusion Applied to Extract Salinized Soil Information in Arid Area[J];Resources Science;2008-05
7 XUE Dong-jian①,②,HE Zheng-wei①,②,QIU Wen-xia②,ZHANG Dong-hui② (① National Laboratory of Geo-hazard Prevention and Geo-environment Protection,Chengdu 610059;② College of Earth Sciences of CDUT,Chengdu 610059);Quality Assessment and Application of Remote Sensing Image Fusion Based on EML and SML[J];Remote Sensing Information;2009-06
Chinese Journal Full-text Database 10 Hits
1 WAN Xiaoxia 1 YI Yaohua 2 (1 (School of Gournalism and Communication,Wuhan University,Luojia Hill,Wuhan,China,430079) (2 National Laboratory for Information Engineering in Surveying,Mapping and Remote Sensing, Wuhan University,129 Luoyu Road,Wuhan;Color Compound Domino Effect of True Color Remote Sensing Imagery[J];Editoral Board of Geomatics and Information Science of Wuhan University;2002-02
2 TIAN Feng~1,WANG Guo-qun~2(1.Hohai University,Nanjing 210029,China;2.Jiangsu Engineering Physical Exploration Academy,Nanjing 210008,China);GEOLOGICAL RADAR GRAPH CHARACTERISTICS OF HIDDEN DANGERS OF SOIL AND STONE DAM PERCOLATION IN RESERVOIRS OF LOESS AREAS,NORTHWEST CHINA[J];Geophysical and Geochemical Exploration;2006-06
3 GE Yong1,WANG Jin-feng1,LOU Xiao-guang2 (1State Key Laboratory of Resources and Environmental Information System, Institute of Geography, Chinese Academy of Sciences, Beijing 100101, PR China;2Institute of Electronics, Chinese Academy of Sciences, Be;Simulating Synthetic Aperture Radar Integrated System[J];Acta Simulata Systematica Sinica;2001-02
4 ;Analysis of the impact of radar images hue factors[J];China Science and Technology Information;2008-21
5 TAN Qu\|lin, SHAO Yun, FAN Xiang\|tao (Laboratory of Remote Sensing Information Sciences, Institute of Remote Sensing Application, Chinese Academy of Sciences, Beijing 100101, China);Geology Application of Radar Remote Sensing Technology and Its Development[J];Remote Sensing Technology and Application;2002-05
6 Wei Wenqiu Xie Shuqin(Wuhan University of Hydraulic and Electric Engineering);THE APPLICATION OF REMOTE SENSING IN RUNOFF FORMATION IN SCS MODEL[J];;1992-04
7 LI Qiang\ WANG Zheng Zhi (National University of Defense Technology\ Changsha\ 410073);Research on Remote Sensing Image Classification and Post Classification Integrated Techniques[J];JOURNAL OF REMOTE SENSING;1999-03
8 SHI Huo-sheng, LIN Hui, WANG Chang-lin(Department of Earth Sciences , Nanjing University, Nanjing 210093, China;Joint Laboratory for Geoinformatian Science, The Chinese University of Hong Kong, Shatin , TV. T. , Hong Kong, China ; Laboratory of Remote Sensing Information Sciences , Institute of Remote Sensing Applications , CAS, Beijing 100101; China);The Information of Transformed Structures in Radar Image and Its Application[J];Journal of Remote Sensing;2002-06
9 Shao Yun;Guo Huadong;Liu Hao(Institute of Remote Sensing Appltcations, Chinese Academy of Sciences)Shi Huosheng(Department of Geosciences, Nanjing University);The Geological Detection of Spaceborne SAR in Jiaodong Region[J];;1995-01
10 HAN Ling ①,② ,WU Han ning ① (①Geology Department of Northweast University,②School of Geology and Surveying Chang'an University,Xian 710054,China);An Application of Multi-source Remote Sensing Data Fusion in Geological Interpretation[J];Remote Sensing Information;2004-02
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 CAI Na1,YAO Zhi-qiang1,SHA Jin-ming2(1.School of Mathmatics and Computer Science,Fujian Normal University,Fuzhou Fujian 350007,China; 2.The Department of Software,Fujian Normal University,Fuzhou Fujian 350007,China);The Remote Sensing Image Fusion Method Based on Wavelet Transform[J];Journal of Putian University;2008-02
2 WANG Yuan-gan(Key Laboratory of Optoelectronic Technology and Systen,MOE,Chongqing University,Chongqing 400030,China);Image Fusion and Quality Assessment Based on Wavelet Analysis[J];Journal of Qinzhou University;2006-06
3 Xiao Ao,Tao Shu,Wang Xiaoshuang,Zhang Tongxin(Capital Normal University,Beijing 100037);Remote Sensing Analysis and Evaluation of Fusion[J];Journal of Capital Normal University(Natural Science Edition);2007-04
4 CHANG Hua-wen(School of SIAS International,Zhengzhou University,Zhengzhou 451150,China);Image fusion based on HSV color space and àtrous wavelet transform[J];Computer Engineering and Design;2009-04
5 Wu Chaozhong,Zhang Hui(Intelligent Transport System Center,Wuhan University of Technology,Wuhan 430063,China);Information Fusion and Its Application to Intelligent Transport System[J];Transportation Science & Technology;2007-06
6 Yu Qigang;3S techniques for forest fire prevention using data fusion[J];Forest Engineering;2003-04
7 Yin Xingqing Han Yan Zhang Zhongliang;Assessment on Quality of Remote Sensing Fused Image in Application of Photogrammetry Surveying[J];Railway Investigation and Surveying;2008-06
8 Yang Jingsong (Institute of Soil Science,Chinese Academy of Sciences,Nanjing 210008,China);DEVELOPMENT AND PROSPECT OF THE RESEARCH ON SALT-AFFECTED SOILS IN CHINA[J];Acta Pedologica Sinica;2008-05
9 WANG Jun1,ZHAO An-jiu1,WANG Peng1,CHEN Hao1,YANG Hu2,LI Xian-wei1(1.Forestry Ecological Engineering in Upper Reaches of Yangtze River Key Laboratory of Sichuan Province;2.College of Forestry,Sichuan Agricultural University,Yaan 625014,Sichuan,China);A Comparative Study on Three Fusion Methods of SPOT-5 Data Analysis——A Case Study in Liujiang Town,Hongya County,Sichuan Province[J];Journal of Sichuan Agricultural University;2010-01
10 YAN Li1 YUE Xijuan1 CUI Chenfeng1(1 School of Geodesy and Geomatics,Wuhan University,129 Luoyu Road,Wuhan 430079,China);A Method to Quantitatively Determine Spatial Resolution of RS Fused Image[J];Geomatics and Information Science of Wuhan University;2007-08
China Proceedings of conference Full-text Database 2 Hits
1 Liu Daizhi Liu Zhigang and Li Xihai The Second Artillery Institute of Engineering,Xi'an,710025;Image Processing Technologies in UAV Intelligence Mining[A];[C];2004
2 Zhao Minzhi Li Gang Zhang Renbin (School of Computer and Information Hefei University of Technology Hefei 230009 China);Comments on Image Fusion Techniques[A];[C];2008
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