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《Journal of Nanjing Forestry University(Natural Sciences Edition)》 2010-01
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Trial of image fusion methods and quality assessment for ETM+image

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)  
In order to evaluate different fusion methods in merging pan band and multispectral band for ETM+ image,fusion methods such as color based technique,nominal technique and image transformation were used and tested.For the quality assessment of fusion methods,quantitative analysis was done using the following criteria: standard variation,information entropy,bias index,correlation coefficient. The result showed that there was an obvious improvement of the spatial resolution for all fusion methods.For the spectral fidelity,it was decreasing following such an order: Brovey,IHS,PC and Gram-Schmit.Brovey kept the maximum spectral information of the original image but the details of spatial information were the lowest.In contrast,IHS had the highest spatial information but the spectral fidelity was not encouraging.PC and Gram-Schmit were in the middle level concerned with the detail of spatial information and spectral fidelity.Brovey and IHS were the two best fusion methods for this study and the results made significant sense for work related with remote sensing in the study area.
【Fund】: “十一五”国家科技支撑计划(2006BAD23B01);; 国家自然科学基金项目(30671679)
【CateGory Index】: S771.8
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【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 LI Chunhua1,2,XU Hanqiu1(1 College of Environment and resources,Fuzhou University,Fuzhou 35000,China;2 College of Geography,Fujian Normal University,Fuzhou 350007,China);Spectral Fidelity in High-resolution Remote Sensing Image Fusion[J];Geo-Information Science;2008-04
3 QIN Peng,CHEN Jianfei(School of Geographical Sciences,Guangzhou University,Guangzhou 510006,China);Comparison between Color Normalized and HSV Sharpening Methods in Extracting Urban Vegetation Information from ASTER Image[J];Journal of Geo-Information Science;2009-03
4 WU Wenbo1,KANG Tingjun2,YAO Jing1(1.School Of Geomatics,Liaoning Technical University,Fuxin 123000,China;2.Department of Remote Sensing and GIS Engineering,Sun Yat-sen University,Guangzhou,510275,China);Remote sensing image fusion based on IHS transform and principal component analysis transform[J];Journal of Liaoning Technical University(Natural Science);2009-01
5 ZHANG Tao,LV Hong-juan,SUN Mei-xia,AN Hui-jun(Forestry College,Inner Mongolia Agricultural University,Huhhot 010019,China);Applications of Optimal Bands Selection Using in Wetland Monitor of Western Inner Mongolia Based on Multispectral Remote Sensing Data——Taking Wuliangsu Lake as an Example[J];Journal of Arid Land Resources and Environment;2007-04
6 ZHANG Yue-jin,XIE Xin(School of Information Engineering,East China Jiaotong University,Nanchang 330013,China);Remote Sensing Image Fusion Based on IHS and Wavelet Transform[J];Journal of East China Jiaotong University;2008-01
7 XU Jian-Da,WANG Hong-hua (Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China);The Fusion of Remote Sense Images by IHS Transform and Wavelet Transform[J];Journal of The Pla Institute of Surveying and Mapping;2002-03
8 Shen Mingxia1 He Ruiyin1 Cong Jinghua2(1.Nanjing Agricultural University 2.Nanjing High School of Forest Police);Study on ETM+Remote Sensing Image Fusion and Classification in the Extraction of Vegetation Information[J];Transactions of the Chinese Society for Agricultural Machinery;2007-08
9 SHI Rong,XU Hui-ping,CHEN Hua-gen(School of Ocean and Earth Science,Tongji University,Shanghai 200092,China);Study on Data Fusion Techniques of RS Images and Quality Evaluation of Fusion[J];Ludong University Journal(Natural Science Edition);2008-02
10 LI Yuan-yuan1,SONG Yu-yang1,LI Jun-li2,DING Tao3(1.College of Agriculture,Shihezi University,Shihezi,Xinjiang 832003,China;2.Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumuqi,Xinjiang 830011,China;3.Forestry Investigate Programming and Designing Institute,Xinjiang Bintuan,Urumuqi,Xinjiang 830011,China);Fusion Method of Public Welfare Forests in Desert Areas Based on ETM Image[J];Journal of Northwest Forestry University;2008-04
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LIAO Chong gao, YANG Wu nian, PU Guo liang, XU Ling, QIN Yan bin (Institute of Remote Sensing & GIS, Chengdu University of Technology, China);APPLICATION OF DIFFERENT FUSION METHODS TO REGIONAL GEOLOGICAL SURVEYING[J];Journal of Chengdu University of Technology(Science & Technology Edition);2003-03
2 HE Fen-qin ①,HU Zhen-qi①,YIN Jian-zhong ②,FANG Shi-bo ③(①Institute of Land Reclamation and Ecological Restoration,China University of Mining and Technology,Beijing 100083,China;②State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,Wuhan 430079,China;③Institute of Botany,CAS,Beijing 100093,China);Merging ASTER with TM/ETM+ data to monitor land cover change[J];Science of Surveying and Mapping;2007-01
3 XU Han①②, YAN Qin②,XU Pan-lin③, FANG Rong-xin③(①Land Use Key Laboratory of the Ministry of Land and Resources P.R.C, Beijing 100035; ②Chinese Academy of Surveying and Mapping, Beijing 100039, China; ③Geoinformation Science & Engineering College, Shandong University of science and Technology, Qingdao 266510);A study of optimal bands selection and evaluation methods on performance of multi-source remote sensing image fusion[J];Science of Surveying and Mapping;2007-03
4 WAN Congrong, XU Xingliang ( Shanghai Municipal Institute of Surveying AM Mapping, Shanghai 200063. China);APPLICATION OF REMOTE SENSING DATA FUSION FOR THE RESEARCH OF URBAN DEVELOPMENT[J];Wtusm Bulletin of Science and Technology;2001-04
5 YU Guo ying (Lab for Wetland Process and Environment, Changchun Institute of Geography, The Chinese Academy of Science, Changchun 130021);Views of Some Basic Problems on Wetland Researches[J];Progress In Geography;2001-02
6 Li Xiubin(Institute of Geography,Chinese academy of Science and the State Planning ommission of P.R.China,Beijing 100101);A REVIEW OF THE INTERNATIONAL RESEARCHES ON LAND USE/LAND COVER CHANGE[J];ACTA GEOGRAPHICA SINICA;1996-06
7 BI Wei\|qiang (China University Geosciences, Beijing 100083, China);MULTISENSOR DATA FUSION AND ITS APPLICATON TO GLOBAL CHANGE[J];Earth Science Frontiers;2002-02
8 CHAO Rui,ZHANG Ke,LI Yan-jun (College of Astronautics,Northwestern Ploytechnical University,Xi'an,Shaanxi 710072,China);An Image Fusion Algorithm Using Wavelet Transform[J];Acta Electronica Sinica;2004-05
9 CHEN Zhi-qiang YANG Wei CAO Lei(①Research Center of Natural Resources,Fujian Normal University,Fuzhou 350007)(②Department of Human Sciences of Nantong Vocational University,Nantong 226007)(③Chongqing Institute of Surveying and Planning for Land,Chongqing 400700);The Extraction of Vegetation Information and Its Spatial Pattern Changes in Fuzhou Municipality[J];;2006-02
10 CHEN Zhi-qiang~1;CHEN Jian-fei~2(1.Research Center of Natural Resources,Fujian Normal University,Fuzhou 350007,China;(2.College of Geographical Sciences,Guangzhou University,Guangzhou 510405,China);Investigation on Extracting the Urban Land-use and Its Change by Multi-band K-L Transform in Fuzhou[J];Journal of Fujian Normal University(Natural Science Edition);2006-03
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