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《Computer Science》 2014-03
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Remote Sensing Image Fusion Method Based on Local Feature of Nonsubsampled Contourlet Coefficients

BAO Cheng-hui;ZHU Kang;HE Xin-guang;College of Resource and Environment Science,Hunan Normal University;  
We proposed a remote sensing image fusion method based on the local feature of NSCT coefficients according to the different fusion purpose of lowpass sub-band and highpass sub-bands decomposed from the multispectral and panchromatic images by using Nonsubsampled Contourlet Transform(NSCT).Firstly,we decomposed the I component of multispectral image and qanchromatic image into multi-resolution representation by using NSCT.Then,in the lowpass sub-band,the method of selective weighted summation was used.In the highpass sub-bands,we employed the algorithm taking the larger absolute value of sub-band coefficients at the highest decomposition level,and the selective method by comparing the region variance of sub-band coefficients in a fixed region at other decomposition levels.Finally,consistency check was implemented for the fused coefficients of highpass sub-bands.The experimental results show that the fusion image not only keeps the spectrum information of source image well,but image resolution has been greatly improved compared to other fusion methods.
【Fund】: 湖南省自然科学基金项目(11JJ3057);; 湖南省“十二五”重点学科地理学资助
【CateGory Index】: TP751
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Chinese Journal Full-text Database 10 Hits
1 LIN Yu-chi,ZHOU Xin,SONG Le,HUANG Yin-guo(State Key Laboratory of Precision Measuring Technology and Instruments,Tianjin University,Tianjin 300072,China);Infrared and visible image fusion technology based on non-subsampled contourlet transform[J];Transducer and Microsystem Technologies;2008-12
2 Zhu Kang He Xinguang(College of Resource and Environment Science,Hunan Normal University,Changsha,Hunan 410081,China);Selective Remote Sensing Image Fusion Method Based on the Local Feature of Contourlet Coefficients[J];Laser & Optoelectronics Progress;2012-02
3 ZHAI Jun-tao,NA Yan(School of Electronic Engineering,Xidian University,Xi′an 710071,China);Fusion Algorithm of Multispectral and Panchromatic Images Based on Unsubsampled Contourlet Transform[J];Laser & Infrared;2008-03
4 CHENG Ying-lei~1, ZHAO Rong-chun~1, LI Wei-hua~2, WANG Bing~1, JIANG Ze-tao~3 (1. Dept. of Computer Science & Engineering; 2. College of Astronautics, Northwestern Polytechnical University,Xi' an Shanxi 710072, China; 3. Dept. of Computer, Nanchang Institute of Aeronautical Technology, Nanchang Jiangxi 330034, China);Overview of Methods of Data Fusion for Images Based on Pixel-level[J];Application Research of Computers;2004-05
5 PAN Quan YU Xin CHENG Yong Mei ZHANG Hong Cai (Department of Automatic Control , Northwestern Polytechnical University, Xi′an 710072);Essential Methods and Progress of Information Fusion Theory[J];;2003-04
6 SHEN Jie1,3,HU Xue-long1,2,YANG Yi-jun4,RUAN Wen-jia5(1 School of Information Engineering,Yangzhou University,Yangzhou 225009,China;2 Jiangsu Province Key Lab for Image Processing and Image Communication,Nanjing University of Posts and Communications,Nanjing 210003,China;3 Taihu college,Jiangnan University,Wuxi 214064,China;4 School of Physical Science and Technology,Yangzhou University,Yangzhou 225009,China;5 College of Information Science and Technology,Ocean University of China,Qingdao 266100,China);Image Fusion Algorithm Based on the Nonsubsampled[J];Microelectronics & Computer;2009-10
7 ZOU Rong,LI Ling-ling,LI Cui-hua(School of Information Science and Technology,Xiamen University,Xiamen 361005,China);Multi-focus Image Fusion Algorithm Based on Nonsubsampled Contourlet Transform[J];Journal of Xiamen University(Natural Science);2009-06
8 SONG Yang,WAN You-chuan(School of Remote Sensing Information Engineering,Wuhan University,129 Luoyu Road,Wuhan 430079);An Adaptive Remote Sensing Images Fusion Method Based on Local Feature of Wavelet Transform[J];Remote Sensing Information;2007-01
9 ZHU Kang,HE Xin-guang,YANG Bo(College of Resource and Environment Science,Hunan Normal University,Changsha 410081);A Selective Remote Sensing Image Fusion Method Based on the Local Feature of Wavelet Coefficients[J];Remote Sensing Information;2011-05
10 QU Ji-shuang 1),2), WANG Chao 2), WANG Zheng-zhi 1) 1)(Department of Automation Control, National University of Defense Technology, Changsha 410073) 2)(Key Lab of Remote Sensing Information, Institute of Remote Sensing Application, CAS, Beijing 100101);Data Fusion Based Technology for Remote Sensing Image Processing[J];Journal of Image and Graphics;2002-10
Chinese Journal Full-text Database 10 Hits
1 Yi Bo,Wen Tianzhu,Zhang Yuan(Administrant Brigade of Postgraduate,Naval Aeronautical & Astronautical University,Yantai 264001,China);Application of Physiological Information in Selection of Informative Genes[J];Ordnance Industry Automation;2011-07
2 NI Guoqiang,LI Yongliang,NIU Lihong (Department of Optical Engineering, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China);New Developments in Data Fusion Technology Based on Neural Network[J];Journal of Beijing Institute of Technology;2003-04
3 GAO Lu, SONG Hui, GAO Yan, ZHAO Ming (Ordnance Engineering College, Shijiazhuang 050003, China);The Study of Military Packaging Information Standardization Management[J];Packaging Engineering;2005-03
4 PAN Mei-sen, ZHANG Fen (Department of Computer Science and Technology, Hunan University of Arts and Science, CHangde Hunan 415000);A New Image Binarization Method[J];Journal of Hunan University of Arts and Science(Science and Technology);2007-01
5 ZHAO Juan,etc.(Department of Computer Science,Xianyang Normal University,Xianyang 712000,China);The image fusion based on pixel-level[J];Journal of Changchun Institute of Technology(Natural Sciences Edition);2011-02
6 WANG Yuan-bin (Xi'an University of Science and Technology,Xi'an 710054, China);Review on multi sensor information fusion[J];Sensor World;2010-12
7 ZHU Chao-jie,WANG Ren-li,DONG Guang-jun(College of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China);Image registration and fusion for high-resolution data based on MATLAB[J];Engineering of Surveying and Mapping;2006-06
8 HU Sheng-wu;Research Status of Spatial Data Fusion and Its Problem Analyses[J];Bulletin of Surveying and Mapping;2008-02
9 XU Junyi1,2,3,LU Xiushan1,3,QING Xihong3,YAO Jifeng1 1.College of Geomatics,Shandong University of Science and Technology,Qingdao 266510,China;2."3S" Research Center of Engineering and Technology,Qingdao 266510,China;3.Key Laboratory of Surveying and Mapping Technology on Island and Reef,State Bureau of Surveying and Mapping,Qingdao 266510,China;4.Assets Division,Shandong University of Science and Technology,Qingdao 266510,China;Pixel-level Remote Sensing Images Fusion Based on Heat Conduction Model[J];Acta Geodaetica et Cartographica Sinica;2010-06
10 NIE Qian YAN Li CAI Yuanbo(School of Geodesy and Geomatics,Wuhan University,129 Luoyu Road,Wuhan 430079,China);IMPROVED BROVEY TRANSFORM IMAGE FUSION METHOD[J];Journal of Geomatics;2008-03
China Proceedings of conference Full-text Database 9 Hits
1 Han Junwei,Lu Jun (School of Electrical and Electronic Engineering,North China Electric Power University,Beijing 102206);Information-fusion Edge Preserving Method in Image Filtering[A];[C];2010
2 Dai Jian-mei~1 Geng Hua-fang~(2,3) (1.Dept.of Information & Equipment,the Academy ofEquipment Command & Technology,Beijing,101416) (2.Company of Postgraduate Management,theAcademy ofEquipment Command & Technology,Beijing,101416) (3.Dept.of Optoelectronics Apparatus and Command Control,Wuhan Ordnance N.C.O Academy of PLA,Hubei,Wuhan,430075);Comparing and Analyzing on Two Pixel-level Image Fusion Algorithms[A];[C];2009
3 Sheng HAN,Shujie LI,Zonghai CHEN Department of Automation,University of Science and Technology of China,Hefei,China;Analysis and Prospect of the Information Fusion Technique of the Mobile Robot Navigation[A];[C];2011
4 Si Gangquan, Cao Hui, Zhang Yanbin, Jia Lixin(School of Electrical Engineering,Xi’an Jiao Tong University,Xi’an 710049,China);Application of two layer optimizing control strategy based on information fusion technique to pulverizing system of power plant[A];[C];2007
5 Si Gangquan, Cao Hui, Zhang Yanbin, Ma Xikui(School of Electrical Engineering,Xi’an JiaoTong University,Xi’an 710049,China);Complex Industrial process monitoring and controlling system based on multi-source information fusion technique[A];[C];2007
6 Ma Fuheng, Xiang Yan, Wu Zhongru (Dam Safety Management Center of MWR, Nanjing Hydraulic Research Institute, Nanjing 210029, China; College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing 210098, China );Research on Seepage Warning Sign Identifying for Earth Rock Dam Based on Modified Evidence Theory[A];[C];2006
7 Zhu Jing-zhong~(1) Fang Shuai~(1) Gao Ming~(1) Fang Jie~(1,2) (1)(School of Computer and Information,He Fei University of Technology,AnHui HeFei 230009) (2)(Department of Computer Science and Technology,Hefei normal college,AnHui HeFei 230061);A Gait Recognition Method Based On Artificial Immune Model[A];[C];2008
8 Hu Rongqiang Ji Lingli Qiu Guoting Luo Yu(Department of Automation, Wuhan University of Technology, Wuhan 430070,China);Logistic Analysis of Multisensors[A];[C];2004
9 Guangxin Li Ke Wan Libao Zhang (College of Communications Engineering,Jilin University, Changchun 130025);Wavelet Transform-Based Image Fusion Algorithm with Correlated Signal Intensity Ratio[A];[C];2005
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 ;Remote Sensing Image Fusion Based on the Wavelet Theory[J];Beijing Surveying and Mapping;2008-03
2 MAO Shi yi ZHAO Wei (Beijing University of Aeronautics and Astronautics, Dept. of Electronic Engineering);Comments on Multisensor Image Fusion Techniques[J];Journal of Beijing University of Aeronautics and Astronautics;2002-05
3 SONG Ya-jun,NI Guo-qiang,GAO Kun(Department of Optical Engineering,School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China);Regional Energy Weighting Image Fusion Algorithm by Wavelet Based Contourlet Transform[J];Transactions of Beijing Institute of Technology;2008-02
4 LIN Yu-chi,ZHOU Xin,SONG Le,HUANG Yin-guo(State Key Laboratory of Precision Measuring Technology and Instruments,Tianjin University,Tianjin 300072,China);Infrared and visible image fusion technology based on non-subsampled contourlet transform[J];Transducer and Microsystem Technologies;2008-12
5 ZHANG Jing1,2,WANG Jian-ming3,YUAN Zhen-feng4(1.Department of Civil Engineering,Guilin University of Technology,Guilin541004,China;2.Anyang City Planning Design Institute of Henan Province,Anyang 455002,China;3.Bureau of Land and Natural Resources of Changxing County,Changxing 3131004,China;4.96542 Troops,Luoyang 471003,China);The fusion of multi-original remote sense images by IHS transform and multi-band wavelet transform[J];Engineering of Surveying and Mapping;2008-02
6 LIU Xiu guo 1, GAO Wei 2 (1.Faculty of Information Engineering, China University of Geosciences, Wuhan430074, China; 2.The Graduate School, China University of Geosciences, Wuhan430074, China)$$$$;Image Fusion Based on Trous Wavelet Transform[J];;2002-03
7 YANG Xuan,LIANG Ji min,YANG Wan hai,PEI Ji hong (School of Electronics and Engineering ,Xidian University ,Xi'an,Shanxi 710071,China);Fusion Multispectral and High Resolution Image Using Evolutionary Strategies and IHS Transform[J];Acta Electronica Sinica;2001-10
8 JIAO Li-cheng,TAN Shan (National Key Lab for Radar Signal Processing and Institute of Intelligent Information Processing,Xidian University,Xi'an,Shaanxi 710071,China);Development and Prospect of Image Multiscale Geometric Analysis[J];Acta Electronica Sinica;2003-S1
9 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
10 LI Guang-xin,WANG Ke(College of Communications Engineering,Jilin University,Changchun,Jilin 130025,China);Color Image Fusion Algorithm Using the Contourlet Transform[J];Acta Electronica Sinica;2007-01
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