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《Journal of Heilongjiang Institute of Technology》 2015-03
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Comparison of image fusion algorithms for high spatial resolution satellite image of GF-1

CUI Jia-jie;LI Shi-ming;College of Geoscience and Surveying Engineering,China University of Mining &Technology of Beijing;Institute of Forest Resource Information Techniques;  
The GF-1satellite is the starting satellite of the major projects in our country belonging to high resolution earth observation system.It is developed by Aerospace Dongfanghong Satellite Ltd.of China Space Technology Academy affiliated China Aerospace Science and Technology Corporation and the designed life is 5~8years.To grasp and understand the fusion quality of GF-1is very important for the applications of the satellite image data and the development of subsequent star.The paper has taken advantage of four different fusion algorithms:Brovey,HSV,PCA,and Gram-Schmidt to fuse the image and compare the results from both qualitative and quantitative evaluation.The results show that Brovey fusion preserves the multispectral spectral resolution,but the detailed spatial information is lower;HSV fusion result is in the middle position;PCA fusion keeps the spectrum best,but a large amount of information has been lost;Gram-Schmidt fusion has the optimal indicators,not only maintaining the original spectral characteristics,but also making less information distortion,which the fusion result is ideal.
【Fund】: 国家自然科学基金资助项目(31370635)
【CateGory Index】: TP751
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【Citations】
Chinese Journal Full-text Database 9 Hits
1 MA You-ping~(1,2);FENG Zhong-ke~1;HE You-jun~3;ZHANG Zhi-hua~4.1 Institute of GIS,RS & GPS,Beijing Forestry University,100083,P.R.China;2 School of Biological Sciences and Biotechnology,Hubei Institute for Nationalities,Enshi City,445000,P.R.China;3 Research Institute of Forestry Policy and Information,Chinese Academy of Forestry,Beijing,100091,P.R.China;4 The Postgraduate Department,Southwest Forestry College,Kunming,650224,P.R.China.;QuickBird image fusion using ERDAS IMAGINE software.[J];Journal of Beijing Forestry University;2007-S2
2 XU Min;Comparison of Fusion Algorithms of IKONOSPAN and Multi-spectral Images[J];Geospatial Information;2011-04
3 DING Qing-fu XU Yue-tong LIU Kuang ZHANG Fen(College of Population Resource and Environment of Shandong Normal University,Jinan Shandong 250014);Three Frequentlyused Fusion Methods of Quickbird and Their Evaluation[J];Modern Agricultural Science and Technology;2012-14
4 GUO Lei;YANG Jihong;SHI Liangshu;ZHAN Ying;ZHAO Dongling;ZHANG Chao;SUN Jiabo;JI Jiajia;College of Information and Electrical Engineering,China Agricultural University;China Land Surveying and Planning Institute,Ministry of Land and Resources;;Comparative study of image fusion algorithms for SPOT6[J];Remote Sensing for Land & Resources;2014-04
5 ZHU Ji-wen,YANG Jin-ling,CAO Xian-ge(Dept.of Surveying and Mapping Engineering,Heilongjiang Institute of Technology,Harbin 150050,China);Remote sensing data fusion based on wavelet transform[J];Journal of Heilongjiang Institute of Technology;2009-04
6 HE Haipeng1,2,3,HE Guojin11.Center for Earth Observation and Digital Earth,Chinese Academy of Sciences,Beijing 100190,China 2.66058 Troop of PLA,Beijing 100072,China 3.Graduate University of Chinese Academy of Sciences,Beijing 100049,China;Comparison of Image Fusion Algorithms for IKONOS High Spatial Resolution Satellite Image[J];Science & Technology Review;2009-05
7 YANG Li-ping CHEN Fa-hu Key Laboratory of Western China's Environmental Systems of Ministry of Education,Lanzhou University,Lanzhou 730000,China XIA Dun-sheng Cold and Arid Regions Environmental and Engineering Research Institute,Chinese Academy of Sciences,Lanzhou 730000,China;On fusion algorithms of Landsat 7 ETM+ PAN and multi-spectral images[J];Journal of Lanzhou University(Natural Sciences);2007-04
8 MENG Jing-hui1,LU Yuan-chang1,LIU Gang1,2,WANG Yixiang1,3 (1.Institute of Forest Resource Information Techniques,CAF,Beijing 100091,China;2.College of Horticulture and Forestry Science,Huazhong Agricultural University,Wuhan,430070,China;2.School of Environmental Technology,Zhejiang Forestry College,Lin'an,311300,China);Trial of image fusion methods and quality assessment for ETM+image[J];Journal of Nanjing Forestry University(Natural Sciences Edition);2010-01
9 CHANG Hua-wen CHEN Chun-xiang (Department of Electronics and Computer Science, Guilin Institute of Technology, Guilin 541004, China);Image fusion based on HSV color space model and wavelet transform[J];Computer Engineering and Design;2007-23
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 CAI Wei1,2,GUO Hong-hai2,SUI Xue-yan2,YANG Li-ping2(1.College of Population Resources and Environment,Shandong Normal University,Jinan 250014,China;2.Shandong Institute of Agriculture Sustainable Development,Jinan 250100,China);Technology and Method Study for Extracting Wheat Planting Area Based on Mixed-pixel Decomposition[J];Shandong Agricultural Sciences;2009-05
2 JIA Qi-guo;Pixel-level Image Fusion Based on Wavelet Transform[J];Journal of Anhui Vocational & Technical College;2008-01
3 Zhang Lina(Shengyang Environmental Monitoring Center,Shenyang 110016,China);Review on Spatial Analysis of Surface Soil Organic Matter Using Remote Sensing Technique[J];Anhui Agricultural Science Bulletin;2010-17
4 Xing Weiguang(Tianjin Institute of Geotechnical Investigation & Surveying,Tianjin 300191,China);Advances in Estimating of the Evapotranspiration based on Remote Sensing Method[J];Anhui Agricultural Science Bulletin;2012-11
5 HUANG Shu-chun et al(Graduate School,China Geosciense University,Wuhan,Hubei 430074);Study on the Extraction Information of Urban Greenery Features Based on Quick Bird Image[J];Journal of Anhui Agricultural Sciences;2007-02
6 SHEN Hai-jian et al(Surveying and Mapping Research Bureau of Hunan Province,Changsha,Hunan 410007);Effects of Land Use Change on Ecosystem Services Value Based on RS and GIS Technology[J];Journal of Anhui Agricultural Sciences;2008-11
7 LI Jing-zhong et al(Department of Urban and Resource Sciences,Northwest University,Xi′an,Shaanxi 710069);Land Surface Temperature Retrieval Based on TM Remote Sensing Image in Lanzhou[J];Journal of Anhui Agricultural Sciences;2008-18
8 HUANG Qiong-yao et al (Institute of Karst Geology,Chinese Academy of Geological Sciences,Academy of Karst Resource and Environment Investigation,Guilin,Guangxi 541004);Analysis on the Vegetation Change in Shiqihe River Basin Based on RS Technology[J];Journal of Anhui Agricultural Sciences;2008-19
9 LI Hai-liang et al(College of Geography and Environment Science,Northwest Normal University,Lanzhou,Gansu 730070);Study on the Spatial-seasonal Change of NDVI in Shiyang River Basin[J];Journal of Anhui Agricultural Sciences;2008-23
10 HOU Jiang-tao et al(Department of Tourism and Geographic Science,Xiangfan University,Xiangfan,Hubei 441053);Study on Affiliated Data Construction of Polygon Data under Current Land Use Situation Based on MAPGIS[J];Journal of Anhui Agricultural Sciences;2008-26
China Proceedings of conference Full-text Database 10 Hits
1 Xu Junqiang~1,Bai Chaojun~1 Sun Ke~2,Wang Mingchang~3 (1.Henan Institute of Geological Survey,Zhengzhou,450001;2.China Resources Satellite Centre, Beijing,100094;3.College of Geo-exploration of Science and Technology, Jilin University,Changchun,130026);Land Surface Temperature Retrieval Based on Temperature and Emissivity Separation Algorithm[A];[C];2009
2 FU Xin1,2,LIU Gaohuan1,HUANG Chong1,LIU Qingsheng1(1.State Key Laboratory of Resources and Environmental Information System,Institute of Geographic Sciences and Natural Resources Research,CAS,Beijing 100101,China;2.Graduate University of Chinese Academy of Sciences,Beijing 100049,China);Analysis of Ecological Characteristics of Coastal Zone in Yellow River Delta under Dam Disturbance[A];[C];2011
3 Yan QIN,Ruru DENG,Jing WANG Department of Remote Sensing and GIS Engineering,School of Geography and Planning, Sun Yatsen University,Guangzhou,510275.;Monitoring Water Quality of Reservoirs in Pearl River Delta Region by Remote Sensing—A Case Study on Meizhou Reservoir and Liuxihe Reservoir[A];[C];2009
4 1.Lv JingGuo. School of Geography, BeijingNormalUniversity,State key Laboratory of Remote Sensing Science, Beijing,100875,china 2.Zhang Xiaoyong.Institute of Geographic Sciences and Natural Resources Research,CAS,Beijing,100101,china 3.Zhang Lixin. School of Geography, BeijingNormalUniversity,State key Laboratory of Remote Sensing Science, Beijing,100875,china 4.Chen zhengchao.Center for Earth Observation and DigitalEarthChineseAcademy of Sciences,Beijing,100190,china;TO STUDY THE RELATIONSHIP OF MICROWAVE VEGETATION PENETRATION INDEX MVI AND OPTICAL VEGETATION INDEX NDVI[A];[C];2009
5 Yu Haiyang1, Gan Fuping2, Wu Fadong, Li Shuangcheng (1 Key Laboratory of Mine Spatial Information Technologies(Henan Polytechnic University, Henan Bureau of Surveying and Mapping), State Bureau of Surveying and Mapping,Jiaozuo, 454000 2. Henan Polytechnic University School of Surveying and Land Information Engineering, Jiaozuo 454000; 3. China Aero Geophysical Survey &Remote Sensing Center for Land & Resources, Beijing 100083);A Method of Runway Detection Based on Band-pass Filter[A];[C];2009
6 LI Hong- jie,DAI Fu- chu,XU Ling,LI Wei- chao,YAO Xin (Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China);THE ASSESSM ENT OF FUSED IMAGEOF ETM~+ AND SPOT 5 PAN IN THE INVESTIGATION OF GEOLOGICAL HAZARDS[A];[C];2009
7 XU Ling,DAI Fu-chu,CHEN Jian (Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China);Application of ETM+and SPOT-5 Pan Fused Images in Detection of Geohazards[A];[C];2009
8 Wu Kaihui Zhou Zhongfa~* Fu Hui (Institute of South China Karst,Guizhou Normal University,Guiyang,Guizhou,550001,China );A Study on Information Extraction of Karst Land Use Based on Object-oriented Analysis[A];[C];2009
9 CHEN Weihong~1 DAI Fuchu~2 1 Central-south Design and Research Institute,CHECCG,Changsha 410014 2 Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029;Remote sensing of landslides and rockfalls in the reservoir area of Lawa hydropower station on the Jinshajiang River[A];[C];2008
10 SHANG Xiao-qing~1,ZHANG Jing-fa~1,MENG Yu~2,LU Jing~1,HU Le-yin~1 (1.Institute of Crustal Dynamics,CEA,Beijing 100085,China;2.Institute of Remote Sensing Application,CAS,Beijing 100101,China);Image Processing and Comparison of the Wenchuan Earthquake Using Fusion methods——Case Study of the Beichuan Area[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LI Xie-hui et al(Research Center of Yellow River Civilization and Sustainable Development,Henan University,Kaifeng,Henan 475001);Study on the Extraction of Remote Sensing Information of Land Use/Cover Based on Optimum Band Combination[J];Journal of Anhui Agricultural Sciences;2009-14
2 ZHANG Qing-he1,ZOU Zheng-rong1,YU Jia-yong1,2(1.School of Info-Physicand Geomatics Engineering,Central South University,Changsha 410083,China;2.College of Civil Engineering,Hunan University,Changsha 410082,China);Research on the fixel fusion methed of remote sensing image[J];Engineering of Surveying and Mapping;2008-04
3 WANGJian-mei,LI De-ren;A Study of Fusion Algorithms of QuickBird Pan and Multispectral Images for Land Cover Classification[J];Bulletin of Surveying and Mapping;2005-10
4 JIANG Ting, JIANG Gang-wu (Institute of Surveying and Mapping, Information Engineering University, Zhengzhou 450052, China);Hierarchical Image Matching with Wavelet Transform[J];Acta Geodaetica Et Cartographic Sinica;2004-03
5 ZHU Xiaokun JIA Yonghong(School of Remote Sensing and Information Engineering,Wuhan University,129 Luoyu Road,Wuhan 430079,China);SOLUTION TO JOINT ENTROPY WITH MULTI-LAYER INDEX STRUCTURE[J];Wtusm Bulletin of Science and Technology;2005-05
6 YAO Jing,WU Wen-bo,KANG Ting-jun (School of Geomatics of Liaoning Technical University,Fuxin 123000,China);Discussion on the Technology of Multi-source Remote Sensing Image Data Fusion[J];Geomatics & Spatial Information Technology;2008-01
7 KONG Qing-nan (The Second Surveying and Mapping Institute of Xinjiang Uygur Autonomous Region,Urumqi 830002,China);Discussion on the Methods for Multi-source Remote Sensing Image Fusion[J];Geomatics & Spatial Information Technology;2008-04
8 JIANG Hong-yan,XING Li-xin2,LIANG Li-heng2,WANG Ming-chang2(1.Jilin Institute of Geomatics Engineering,Changchun 130051,China;2.College of Geoexploration Science and Technology of Jilin University,Changchun 130026,China);Study on Pansharpening Auto-fusion Arithmetic and Application[J];Geomatics & Spatial Information Technology;2008-05
9 CHU Yu1,SHAN Jiu-ku2,HOU Jian-guo3(1.General Institute of Geological Survey of Heilongjiang Province,Harbin 150036,China;2.Heilongjiang Mapping Institute of Geology & Mineral Resources Bureau,Harbin 150036,China;3.Heilongjiang Institute of Technology,Harbin 150050,China);Comparison and Analysis of the Fusion Results of GeoEye-1 Remote Sensing Imagery[J];Geomatics & Spatial Information Technology;2011-03
10 Chen Jianjun, Zhang Shuwen(Northeast Institute of Geography and Agriculture Ecology, CAS, Changchun 130012, P. R. China); Tang Junmei(Southwest Texas State University, 601 University Drive, San Marcos, Texas 78666, USA); Zhang Yangzhen(Northeast Institute of Geography and Agriculture Ecology, CAS);Remote Sensing Survey of Shelterbelt Based on Landsat 7 ETM+ Image in Daqing City, China[J];Journal of Northeast Forestry University;2003-05
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