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《Geomatics World》 2011-05
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Image Fusion and Evaluation of ETM and SPOT——A Case of Lushan Region

YANG Ze-yu,WEI Yu-chun(Geography Science College,Nanjing Normal University,Nanjing 210046,China)  
The image fusion of different spatial resolution images,not only provides more abundant information for image processing,but also is conductive to the image analysis and mapping production.In this paper,typical fusion algorithms were compared and evaluated based on Landsat ETM image of May 11,2009 and PAN SPOT5 image of May 11,2009,which covers Lushan and the surrounding region.The fusion algorithms used include weighted fusion,IHS transform,improved IHS transform,high frequency modulation fusion method(Butterworth filter,exponent filter),HSV transform,Brovey transform,CN transform,PC transform,and Gram-Schmidt transform.The evaluation parameters used are correlation coefficient,information entropy,standard deviation,average gradient,relative deviation,and standard deviation.The results showed that different fusion methods had different feature.Some methods such as weighted fusion method,Gram-Schmidt transform,PC transform method highlighted image information-rich degrees,clarity,and space resolution.Other methods such as CN spectrum of sharpening,improved IHS transform,BW0 high frequency modulation fusion,exponent high frequency modulation fusion could keep the better image spectrum feature.The improved IHS and BW0 high frequency modulation fusion,CN spectrum of sharpening,exponent high frequency modulation fusion keep much more balance.
【Fund】: 国家自然科学基金项目(40771152)资助;; 江苏省普通高校自然科学研究计划项目(09KJA420001 07KJB420062)资助
【CateGory Index】: TP79;P237
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【Citations】
Chinese Journal Full-text Database 6 Hits
1 KANG Ting-jun,ZHANG Xin-chang,WANG Hai-ying(Department of Remote Sensing and GIS Engineering,Sun Yat-Sen University,Guangzhou 510275,China);An Improved Fusion Method of IHS for ETM+ Image and the Contrast of Land Cover Classification[J];Geography and Geo-Information Science;2009-04
2 Meng Qingsheng(Xi'an Jiaotong University);On the Ljmitat ions Of Shannon s Entropy[J];Chinese Journal of Engineering Mathematics;1986-02
3 MENG Lumin1, XI Jing1, ZHANG Jizhong2(1.Dept.of Surveying Engineering,Xi'an University of Science and Technology,Xi'an 710054,China;2.Aerophotogrammetry and Remote Sensing Bureau of China Coal,Xi'an 710054,China );High-frequency modulating fusion based on frequency domain[J];Journal of Xi'an University of Science & Technology;2003-02
4 CHEN De chao, ZHOU Hai bo, CHEN Zhong yuan, WU Jian ping (East China Normal University, Urban & Environmental Remote Sensing Open Laboratory, Shanghai 200062, China);Study on Fusion Algorithms of TM and SPOT Images[J];Remote Sensing Technology and Application;2001-02
5 SUN Rong-hua, GUO De-fang(Institute of Space and Information Techniques, Zhejiang University, Hangzhou 310027, China);Study on Fusion Algorithms of SPOT-5 PAN and Multi-spectral Images[J];Remote Sensing Technology and Application;2005-03
6 YU Jun-ming1,2,ZHOU Yi1,WANG Shi-xin1,WANG Li-tao1(1.Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China;2.Graduate University of Chinese Academy of Sciences,Beijing 100101,China);Evaluation and Analysis on Image Fusion of ETM+[J];Remote Sensing Technology and Application;2007-06
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Hai-xia et al (School of Environment and Mapping,China University of Mining & Technology,Xuzhou,Jiangsu 221008);Study on the Accuracy of Land Cover Classification of ETM+ Remote Sensing Image Fusion Method[J];Journal of Anhui Agricultural Sciences;2008-01
2 ZHANG Jun-li LI Guo-chun(Applied Meteorology Department,Shenyang Agricultural University,Shenyang Liaoning 110161);Study of identifying wetland reed field based on the fusion of MERSI and ETM+ remote sensing image[J];;2009-12
3 LI Tiefeng2) XU Yueren3) PAN Mao3),4) CONG Weiqing3) WEN Mingsheng2) LIAN Jianfa2) (2)China Institute of Geo-environmental Monitoring, Beijing,100081; 3)School of Earth and Space Sciences, Peking University, Key Laboratory of Orogenic Belts and Crustal Evolution, Ministry of Education, Beijing,100871 );Study on Interpretation of Rain-Induced Group Shallow Landslides Based on Multi-Period SPOT-5 Remote Sensing Images[J];;2006-03
4 LI Tiefeng 1)XU Yueren 2)PAN Mao 2),3)CONG Weiqing 2)WEN Mingsheng 1)LIAN Jianfa 1)(1)China Institute of Geo-environmental Monitoring,Beijing,100081;2)School of Earth and Space Sciences,Peking University,Key Laboratory of Orogenic Belts and Crustal Evolution,Ministry of Education,Beijing,100871);Study on Interpretation of Rain-Induced Group Shallow Landslides Based on Multi-Period SPOT-5 Remote Sensing Images[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2007-02
5 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
6 FEI Xian-yun①, ZHANG Zhi-guo②, GAO Xiang-wei①③ (①College of Information Science and Engineering, Shandong Agricultural University, Tai’an 271018; ②College of Resources and Environment, Shandong Agricultural University,Tai’an 271018; ③Institute of Land Reclamation and Ecological Reconstruction, China University of Mining and Technology, Beijing 100083);Fusion study of SPOT5 image for urban vegetation mapping[J];Science of Surveying and Mapping;2007-04
7 WANG Qian①,JIA Yong-hong②,ZOU Qin②(①School of Humanities and Economic Management,China University of Geosciences,Beijing 100083,China;②School of Remote Sensing and Information Engineering,Wuhan University,Wuhan 430079,China);An approach for testing card patterns identification based on mathematic morphology[J];Science of Surveying and Mapping;2010-01
8 CAO Min,SHI Zhao-liang,SHEN Quan-fei;Remote Sensing Images Fusion Model Based on HIS and Lifting Wavelet Transforms[J];Bulletin of Surveying and Mapping;2009-03
9 WANG Qian,LIU Yang,JIA Yonghong;An Improved Method of àtrous Wavelet Fusion[J];Bulletin of Surveying and Mapping;2009-08
10 MA Yunxia JIA Yonghong ZHAN Wenfeng(School of Remote Sensing and Information Engineering,Wuhan University,129 Luoyu Road,Wuhan 430079,China);A MULTI-SOURCE IMAGE FUSION ALGORITHM BASED ON INTENSITY MODULATION[J];Journal of Geomatics;2008-01
China Proceedings of conference Full-text Database 4 Hits
1 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
2 KANG Ting-jun WU Wen-bo YAO Jing School Of Geomatics,Liaoning Technical University ,Fuxin ,123000,China;Comparison And Analysis For Four Methods Of Remote Sensing Image Data Fusion[A];[C];2007
3 DU Pei-jun YUAN Lin-shan WANG li ZHANG Hua-peng(Department of Remote Sensing and Geographical Information Science,China University of Mining and Technology,Xuzhou City Jiangsu Province 221008);Weighted IHS fusion of multi-source remotely-sensed image based on edge detection using grey absolute correlation degree[A];[C];2008
4 Gong Wen Gansu Forestry Technological College Tianshui,China He Chen,Gong Yinxi,Yang Yanqin,Feng Zhongke,Han Xu,Sun Yiquan BeiJing Forestry University Institute of GIS,RS & GPS Beijing,China;Evaluation Study the Fusion Algorithm of High Resolution Satellite Image[A];[C];2010
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LIU Zhe~1,HAO Chong-yang~1,FENG Wei~2,LIU Xiao-xiang~1,FAN Yang-yu~1 (1.Department of Electronic Engineering, Northwestern Polytechnic University, Xi'an 710072, China; 2. Department of Computer Science, Northwestern Polytechnic University, Xi'an 710072, China);A Remotely Sensed Image Fusion Method Based on Wavelet Coefficient Features[J];Acta Geodaetica Et Cartographic Sinica;2004-01
2 Luo Zhong (Institute of Remote Sensing Applications, CAS, Beijing 100101, China);MULTISOURCE DATA FUSION IN REMOTE SENSING[J];Journal of Test and Measurement Technology;1999-01
3 ZHANG Ruo-lan,LIU Jin-song;Interpretation of images in frequency domain[J];Tv Engineering;2002-03
4 SUN Dan-feng 1, ZHOU Guang_yuan 2, YANG Ji_hong 2 (1.Department of Land Resources, China Agricultural University, Beijing100094, China; 2.China Land Survey and Planning College, Beijing100029, China);MULTI-TEMPORAL HIS TRANSFORM FOR CHANGE INFORMATION DETECTION[J];REMOTE SENSING FOR LAND & RESOURCES;2000-03
5 SONG Li-ling,CAO Ren-yan(School of Electronic Technology and Information,Anhui University of Science and Technology,Huainan Anhui 232001,China);Fushion algorithm of remote sensing images adopting improved IHS transform[J];Journal of Computer Applications;2008-S2
6 ZHU Fu-zhen,LI Jin-zong,LI Dong-dong,MA Dong-dong(Institute of Image Information Technology & Engineering,Harbin Institute of Technology,Harbin 150001,China);New image fusion method based on combination of IHS and wavelet transformation[J];Application Research of Computers;2009-02
7 LIU Zhe, HAO Chong-yang, LIU Xiao-xiang, FAN Yang-yu(Institute of Electronic Information Engineering,Northwestern Polytechnic University,Xi′an, 710072,China);Pixel-Based Image Fusion between PAN Image and Multispectral Image[J];Journal of Data Acquisition & Processing;2003-03
8 JIA Yong\|hong, LI De\|ren, SUN Jia\|bing (Wuhan Technical University of Surveying and Mapping,Wuchang 430070);Data Fusion Techniques for Multisources Remotely Sensed Imagery[J];REMOTE SENSING TECHNOLOGY AND APPLICATION;2000-01
9 CHEN De chao, ZHOU Hai bo, CHEN Zhong yuan, WU Jian ping (East China Normal University, Urban & Environmental Remote Sensing Open Laboratory, Shanghai 200062, China);Study on Fusion Algorithms of TM and SPOT Images[J];Remote Sensing Technology and Application;2001-02
10 WANG Jian\+1, LU An-xin\+1, GUO Ting-tian\+2, MIAO Chun\+2 (1.Cold and Arid Regions Environmental and Engineer Research Institute , The Chinese Academy of Sciences, Lanzhou 730000, China; 2.Gansu Yinda Irriga te Project Management Center, Lanzhou 7300;An Application of Brovey Image Fusion in Land Cover Investigation in Yinda Irrigated Region[J];Remote Sensing Technology and Application;2001-03
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