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《Acta Optica Sinica》 2007-08
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Multi-Spectral Image Fusion Based on Two-Channel Non-Separable Additive Wavelets

Liu Bin1 Peng Jiaxiong2 1 Faculty of Mathematics and Computer Science,Hubei University,Wuhan 430062 2 Institute for Pattern Recognition and Artificial Intelligence,Huazhong University of Science and Technology, Wuhan 430074  
A construction method of non-separable wavelets with dilation matrix of [1,1;1,-1] is proposed and applied to the fusion of multi-spectral images and panchromatic images with high resolution.A construction method of two-channel symmetric non-separable wavelets filter bank is also proposed,and non-separable wavelets 6×6 filter banks with compact support,symmetry,orthogonality are designed.The images are discomposed and reconstructed through additive wavelet mode with low-pass filters of the above filter bank.ETM+ images and other multi-spectral images and panchromatic images with high resolution are fused and studied through NAWS,AWRGB and NAWL wavelet modes.The experimental results show that this method has well fusion performance for multi-spectral images and panchromatic images with high resolution.Compared with other fusion methods,the proposed method preserves the spectral information of multi-spectral images and the high resolution of panchromatic images.It overcomes the shortage of traditional vector product wavelet fusion method,i.e.being incapable of get images with high resolution,and saves computation time.
【Fund】: 国家自然科学基金(10477007);; 湖北省自然科学基金(2006ABA015);; 湖北省教育厅重点项目基金(D200510004)资助课题
【CateGory Index】: TP751
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【References】
Chinese Journal Full-text Database 10 Hits
1 LIU Bin1,PENG Jia-xiong2(1.School of Mathematics and Computer Science,Hubei University,Wuhan,Hubei 430062,China;2.Institute of Image Recognition and Artificial Intelligence,Huazhong University of Science and Technology,Wuhan,Hubei 430074,China);Multi-Spectral Image Fusion Method Based on Nonsubsampled Three Channels Nonseparable Symmetrical Wavelets[J];Acta Electronica Sinica;2011-05
2 Ye Chuanqi1,2 Miao Qiguang1 Wang Baoshu11School of Computer Science,Xidian University,Xi'an,Shaanxi 710071,China2School of Electronic Information Engineer,Henan University of Science & Technology,Luoyang,Henan 471003,China;An Image Fusion Algorithm Using Region Segmentation and Contourlet Transform[J];Acta Optica Sinica;2008-03
3 Du Lili1 Yi Weining1 Zhang Dongying1 Fang Wei2 Qiao Yanli11Anhui Institute of Optics and Fine Mechanics,Chinese Academy of Sciences,Hefei,Anhui 230031,China2Institute of Intelligent Machines,Chinese Academy of Sciences,Hefei,Anhui 230031,China;Multispectral Image Acquisition System Based on Liquid Crystal Tunable Filter[J];Acta Optica Sinica;2009-01
4 Ni Xue Li Qingwu Meng Fan Shi Dan Fan Xinnan (College of Computer and Information Engineering,Hohai University,Changzhou,Jiangsu 213022,China);Image Denoising Method Based on Curvelet Transform and Total Variation[J];Acta Optica Sinica;2009-09
5 Chai Yong He You Qu Changwen(Research Institute of Information Fusion,Naval Aeronautical Engineering Institute,Yantai,Shandong 264001,China);Multiscale Image Fusion Algorithm Based on Subpixel Weighted Region Energy[J];Acta Optica Sinica;2009-10
6 ZHU Qing,LIU Bin School of Mathematics and Computer Science, Hubei University, Wuhan 430062, China;Application of lifting quincunx wavelet in multispectral image fusion[J];Computer Engineering and Applications;2012-11
7 LIU Bin1) PENG Jia-Xiong2) 1)(School of Mathematics and Computer Science,Hubei University,Wuhan 430062) 2)(Institute of Image Recognition and Artificial Intelligence,Huazhong University of Science and Technology,Wuhan 430074);Fusion Method of Multi-Spectral Image and Panchromatic Image Based on Four Channels Non-Separable Additive Wavelets[J];Chinese Journal of Computers;2009-02
8 Chang Weiwei,Guo Lei,Liukun,Fu Zhaoyang(Institute of Automatic,Northwest Polytechnical University,Xi'an 710072,China);Denoising of Hyperspectral Data Based on Wavelet Transform and Principal Component Analysis[J];Computer Measurement & Control;2009-06
9 HUANG Qianwen1,LIU Bin1,LI Zhuang2 (1.School of Mathematics and Computer Science,Hubei University,Wuhan 430062,China; 2.College of Information Science and Engineering,Wuhan University of Science and Technology,Wuhan 430081,China);Multi-focus image fusion method based on three channels non-separable symmetrical wavelets[J];Journal of Hubei University(Natural Science);2012-04
10 Liu Bin1,Zhu Qing1,Peng Jiaxiong2(1 School of Mathematics and Computer Science,Hubei University,Wuhan 430062,China;2 Institute of Image Recognition and Artificial Intelligence,Huazhong University of Science and Technology,Wuhan 430074,China);Fusion method of multispectral image based on Red-Black wavelet transform[J];Chinese Journal of Scientific Instrument;2011-02
【Citations】
Chinese Journal Full-text Database 5 Hits
1 Wu Yan Yang Wanhai (School of Electronics Engineering, Xidian University, Xi′an 710071)Li Ming (Institute of Electronics Engineering, Xidian University, Xi′an 710071);Image Fusion Based on Wavelet Decomposition and Evolutionary Strategy[J];Acta Optica Sinica;2003-06
2 Liu Bin 1,2 Peng Jiaxiong1 1 Institute of Image Recognction and Artifical Intelligence, Huazhong University of Science and Techology, Wuhan, 430074 2 School of Mathematics and computer Science, Hubei University, Wuhan 430062;Image Fusion Based on Non-Separable Orthogonal Compact Supported Wavelet[J];Acta Optica Sinica;2004-09
3 Li Zhenhua1 Jing Zhongliang 1,2 Sun Shaoyuan1 Liu Gang1 1 Institute of Aerospace Information and Control, School of Electrical and Information Engineering, Shanghai Jiaotong University, Shanghai 200030 2 Institute of Aerospace Science & Technology, Shanghai Jiaotong University, Shanghai 200030;Remote Sensing Image Fusion Based on Steerable Pyramid Frame Transform[J];Acta Optica Sinica;2005-05
4 WANG Ren li,QI Ming yao,WANG Hui (Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China);Comparative Study on the Method of IHS Transformation for Image Fusion[J];Journal of The Pla Institute of Surveying and Mapping;2000-04
5 LIN Hui~1,DU Pei-jun~2,XIAO Jian-ping~3 (1.Department of Territory Resource Information and Surveying Engineering,Xuzhou Normal University,Xuzhou 221116, Jiangsu,China;2.Department of Environment and Spatial Information,China University of Mining and Technology,Xuzhou 221008,Jiangsu,China;3.Wuhan Design and Research Institute of Exploration and Surveying,Wuhan 430022,Hubei,China);Algorithm and Realization of Remote Sensing multi-spectral Image Fusion Using Wavelet Transform[J];Journal of Earth Sciences and Environment;2006-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Guang-liang①②,LI Ying-cheng②,ZENG Yu③②,JIN Lan②①China University of Geosciences,Beijing 100083,China;②Chinese Academy of Surveying and Mapping,Beijing 100039,China;③Shandong University of Science and Technology,Qingdao Shandong 266510,China);Comparison and analysis of pixel-level image fusion algorithms applicable to ALOS data[J];Science of Surveying and Mapping;2008-06
2 DOU Wen1, CHEN Yun-hao2, HE Hui-ming2Transportation College, Southeast University, Nanjing 210096, China; 2. College of Resources Science, Beijing Normal University, Beijing 100875, China;Theoretical Framework of Optical Remotely Sensed Image Fusion[J];Acta Geodaetica et Cartographica Sinica;2009-02
3 DING Lan(College of Information Science & Technology,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Multifocus Image Fusion Based on Contorlet Transform[J];Computer Knowledge and Technology;2008-34
4 LI Bo;Image Fusion Based on Steerable Pyramid and IHS Transformation[J];Geospatial Information;2011-06
5 KE Xiao-ling(Department of Mathematics,Minjiang University,Fuzhou,Fujian 350108,China);A HPF-based image fusion method[J];Journal of Minjiang University;2008-02
6 MA Chongqi (School of Textiles,Tianjin Polytechnic University,Tianjin 300160,China);Computer simulation of woven fabrics[J];Journal of Textile Research;2007-02
7 Jia DongyaoDing Tianhuai (State Key Laboratory of Precision Measurement Technology and Instrument, Tsinghua University, Beijing 100084);A Novel Method for Dynamic Calibrating Non-Uniform of Multiple CCD Imaging[J];Acta Optica Sinica;2005-04
8 Deng Lei Chen Yunhao Li Jing Chen Zhijun (College of Resources Science and Technology, Beijing Normal University, Beijing 100875);Study on Adjustable Image Fusion Method for Remote Sensing[J];Acta Optica Sinica;2005-05
9 Li Zhenhua1 Jing Zhongliang 1,2 Sun Shaoyuan1 Liu Gang1 1 Institute of Aerospace Information and Control, School of Electrical and Information Engineering, Shanghai Jiaotong University, Shanghai 200030 2 Institute of Aerospace Science & Technology, Shanghai Jiaotong University, Shanghai 200030;Remote Sensing Image Fusion Based on Steerable Pyramid Frame Transform[J];Acta Optica Sinica;2005-05
10 Miao Qiguang~1,2 Wang Baoshu11 School of Computer Science, Xidian University, Xi′an 7100712 Guilin University of Electronic Technology, Guilin 541004;Multi-Focus Image Fusion Based on Non-Negative Matrix Factorization[J];Acta Optica Sinica;2005-06
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 MENG Qing-hua*,ZHAO Wen-li(College of Mechanical and Electronic Engineering,Hangzhou Dianzi University,Hangzhou 310018,China);Study on Signal Denoising of Modulus Maximum Based on Optimal Wavelet Package Decomposition[J];Chinese Journal of Sensors and Actuators;2006-06
2 LIU Tuan jie,TONG Qing xi,ZHENG Lan fen,WANG Jun fa;Design and Realization of an Airborne Multispectal Digital Camera System[J];Bulletin of Surveying and Mapping;2003-01
3 YANG Fang lin\+1, GUO Hong yang\+2, YANG Feng bao\+1 (1. Dept. of Electronic Engineering and Information Science, North China Institute of Technology, Taiyuan 030051, China; 2. Shanxi Audio Visual Education Department, Taiyuan 030001, China);Study of Evaluation Methods on Effect of Pixel-level Image Fusion[J];Journal of Test and Measurement Technology;2002-04
4 WANG Ke,OUYANG Ning(Institute of Communication & Information,Guilin University of Electronic Technology,Guilin 541004,China);Application of wavelet analysis in multi-focus image fusion[J];Electronics Optics & Control;2008-03
5 ZHANG Xiong-mei1,LI Jun-shan1,YI Zhao-xiang1,ZHANG Tie-jun2(1.The Second Artillery Engineering College,Xi'an 710025,China;2.The Military Representative Office in Shanghai,Shanghai 200233,China);Image fusion based on nonsubsampled contourlet[J];Electronics Optics & Control;2008-07
6 ZHOU Shao-lei ZHANG Wen-guang SHI Xian-jun ZHAO Hai-ying (Naval Aeronautical Engineering Institute,Shandong Yantai 264001.China);Research of Gyro Signal Denoising Algorithm Based on Best Wavelet Packet Basis[J];Journal of Projectiles,Rockets,Missiles and Guidance;2006-S2
7 WANG Wei-xing and ZENG Ji-bing (School of Electronic Engineering, University of Electronic Science and Technology of China Chengdu 610054);Image Fusion Method Based on Redundant Lifting Non-Separable Wavelet Transforms[J];Journal of University of Electronic Science and Technology of China;2009-01
8 Xue Hui Yang Rengang (China Agriculture University, Beijing, 100083) Guo Yongfang (Tai'an thermoelectrical factory, Shandong, 271000);FREQUENCY DIVISION CHARACTER OF WAVELET PACKET TRANSFORM[J];Proceedings of The Csu-epsa;2003-02
9 Cui Jian;Study on Assessment Method of Remote Sensing Image Fusion[J];Computer Development & Applications;2008-06
10 Sun Rui Gao Jun (School of Computer and information, Hefei University of Technology, Hefei 230009, China);Image Hashing method via combination of NMF and PCA[J];Journal of Electronic Measurement and Instrument;2009-05
China Proceedings of conference Full-text Database 1 Hits
1 Wu Jingzhu1 Wang Yiming1 Zhang Xiaochao2 Xu Yun1 (1.China Agricultural University , Beijing 100083,China 2.China Academy of Agricultural Mechanization Sciences, Beijing 100083,China);Study On Piecewise Wavelet Transform in Near Infrared Spectroscopy Analysis[A];Chinese Society of Agricultural Engineering[C];2005
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 LI Ao1,LI Yi-bing1,LIU Dan-dan2(1.College of Information and Communication Engineering,Harbin Engineering University,Harbin 150001,Heilongjiang,China; 2.Modem Manufacturing Engineering Center,Heilongjiang Institute of Science and Technology, Harbin 150001,Heilongjiang,China);An Image Fusion Algorithm with Entropy Measure Based on Non-subsampled Contourlet[J];Acta Armamentarii;2011-11
2 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
3 Jin Yuanyuan1 Xiang Jie2(1.Geological Engineering and Mapping college,Chang'an University,Xi'an 710054;2.PLA Mapping College,Zhengzhou 450052);Study of optic remote sensing image fusion methods[J];Electronic Measurement Technology;2011-06
4 LIU Bin1,PENG Jia-xiong2(1.School of Mathematics and Computer Science,Hubei University,Wuhan,Hubei 430062,China;2.Institute of Image Recognition and Artificial Intelligence,Huazhong University of Science and Technology,Wuhan,Hubei 430074,China);Multi-Spectral Image Fusion Method Based on Nonsubsampled Three Channels Nonseparable Symmetrical Wavelets[J];Acta Electronica Sinica;2011-05
5 DU Li-li1, 2, YI Wei-ning1, 2, ZHANG Dong-ying1, 2, HUANG Hong-lian1, 2, QIAO Yan-li1, 2, ZHANG Xie3 1. Key Laboratory of Optical Calibration and Characterization, Chinese Academy of Sciences, Hefei 230031, China 2. Anhui Institute of Optics and Fine Mechanics, Chinese Academy of Sciences, Hefei 230031, China 3. Construction Engineering Research Institute of the General Logistics Department of the PLA, Xi’an 710032, China;Radiometric Calibration of LCTF-Based Multispectral Area CCD Camera[J];Spectroscopy and Spectral Analysis;2011-01
6 SHEN Zhi-xue1,LI Jian-feng1,ZHANG Da-yong1,WU Jun2,LONG Yan1,HUANG Li-xian1,LIU Hai-tao1,LUO Yong-quan1,LUO Fei1,ZHANG Cui-juan1,YANG Jun-jie21.Institute of Fluid Physics,China Academy of Engineering Physics,Mianyang 621900,China2.Institute of Burn Research of Southwest Hospital,Chongqing 400038,China;Research on LC-Based Spectral Imaging System for Visible Band[J];Spectroscopy and Spectral Analysis;2011-10
7 Wang Huifeng Liu Shangqian Wang Dabao Lu Quan(Institute of Technology Physics,Xidian University, Xi'an. Shaanxi 710071. China);Panoramic Image Mosaic Method For Rotary Scanning Serial Image[J];Acta Optica Sinica;2009-05
8 Zhu Shaomin~1 Liu Jianming~21China Electric Power Research Institute , Beijing 100192, China2 State Grid Information & Telecommunication Co. , Ltd . , Beijing 100761, China.;Adaptive Quantization Index Modulation Digital Image Watermarking Algorithm Based on Contourlet Transform Domain[J];Acta Optica Sinica;2009-06
9 Wu Xiaoyue~1 Guo Baolong~1 Tang Lu~2 Li Leida~1 (1 Institute of Intelligent Control & Image Engieering,Xidian University,Xi'an,Shaanxi 710071,China 2 School of Information and Electrical Engineering,China University of Mining and Technology,Xuzhou,Jiangsu 221116,China);A New Adaptive Image Denoising Method Based on The Nonsubsampled Contourlet Transform Algorithm[J];Acta Optica Sinica;2009-08
10 Wang Wenbo1 Zhang Xiaodong2 Fei Pusheng3 Yi Xuming3 1Department of Information and Computing Science,Wuhan University of Science and Technology,Wuhan,Hubei 430065,China 2State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing,Wuhan University,Wuhan,Hubei 430079,China 3Mathematic and Statistic School,Wuhan University,Wuhan,Hubei 430072,China;The Coherent Speckle Suppression Method in SAR image Based on Contourlet Domain Adaptive BivaShrink Model[J];Acta Optica Sinica;2009-10
China Proceedings of conference Full-text Database 1 Hits
1 Hao Gang1,Li Yun2 (1.Heilongjiang University,Electronic Engineering Institute,Heilongjiang,Harbin,150080,China;2.Harbin University of Commerce,School of Computer and Information Engineering,Heilongjiang,Harbin,150001,China);Multisensor Information Fusion Predictive Control Algorithm[A];[C];2011
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 Qiu Zhicheng(Research Institute of Surveying and Mapping);A RESEARCH OF DATA MERGING FORREMOTE SENSING IMAGE[J];Acta Geodaetica Et Cartographic Sinica;1990-04
2 Li Kelu (Academy of Urban Planning and Design, Beijing 100037) Wang Xia (Beijing Research Institute of Uranium Geology, Beijing 100029) Guo Minru (Beijing Chemical Industry University 100029);INFORMATION FUSION METHOD OF WAVELET TRANSFORMATION AND EVALUATION[J];REMOTE SENSING FOR LAND & RESOURCES;1999-04
3 Wu Yan Yang Wanhai (School of Electronics Engineering, Xidian University, Xi′an 710071)Li Ming (Institute of Electronics Engineering, Xidian University, Xi′an 710071);Image Fusion Based on Wavelet Decomposition and Evolutionary Strategy[J];Acta Optica Sinica;2003-06
4 Ni Xiuping Xiao Guochao Wan Zhilong$$$$;IHS Transformation for Integrating SAR and TM Images Using Wavelet Transform[J];JOURNAL OF THE PLA INSTITUTE OF SURVEYING AND MAPPING;1998-04
5 WANG Zhijun 1 LI Deren 2 LI Qingquan 2 (1 National Laboratory for Information Engineering in Surveying,Mapping and Remote Sensing, WTUSM,129 Luoyu Road,Wuhan,China,430079) (2 Presidential Secretariat,WTUSM,129 Luoyu Road,Wuhan,China,430079) [;Image Fusion with Wavelets Analysis[J];JOURNAL OF WUHAN TECHNICAL UNIVERSITY OF SURVEYING AND MAPPING(WTUSM);2000-02
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