Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Acta Electronica Sinica》 2004-05
Add to Favorite Get Latest Update

An Image Fusion Algorithm Using Wavelet Transform

CHAO Rui,ZHANG Ke,LI Yan-jun (College of Astronautics,Northwestern Ploytechnical University,Xi'an,Shaanxi 710072,China)  
A multisensor image fusion algorithm using wavelet transform is proposed in this paper.The principles of choosing high frequency and low frequency coefficients are discussed respectively.While choosing high frequency coefficients,we select these that have maximal absolute values and verify the consistency of these coefficients.When choosing the low frequency coefficients,we design three approaches.The first method is average method,which decreases the contrast of images in some degree.The second method is combination of average and selection proposed by Burt,which uses average method and selective methods alternatively according to the match degree of two images.The third method is based on edges of images,selecting the pixels that might be on the edges possibly from original images.The algorithm is used to fuse several multi-focused images.The results show that this algorithm can preserve all useful information from primitive images and all targets in the fused image are very clear.However,if we choose low frequency coefficients by the third method,the effect of fused image is the best.
【CateGory Index】: TP391.41
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 10 Hits
1 CHEN Shan-ben,CHEN Bo,MA Hong-bo,LIN Tao(Material and Engineering College,Shanghai Jiaotong University,Shanghai 200240);Applications and prospects of multi-sensor information fusion technology in welding process[J];Electric Welding Machine;2009-01
2 LI Fei1,2(1.College of Information Science & Engineering,Ocean University of China,Qingdao 266100,China;2.Shandong Foreign Trade Voca-tional College,Qingdao 266100,China);Wavelet Transform the Text in the Video Image of the Application of Positioning[J];Computer Knowledge and Technology;2009-10
3 LI Liping,HUANG Daoping(College of Automation Science & Engineering,South China University of Technology,Guangzhou 510640,China);A Study on of Multi-focus Image Fusion Based on Curvelet Transform[J];Informatization Research;2009-03
4 Shi Ai-ye Xu Li-zhong(College of Computer and Information Engineering,Hohai University,Nanjing 210098,China);Remote-Sensed Images Fusion Using Fuzzy Density Determined Adaptively Based on Wavelet Transform[J];Journal of Electronics & Information Technology;2007-02
5 CAO Zhi-guo, WANG Wen-wu (Key Laboratory of Ministry of Education for Image Processing and Intelligent Control, Institute for Pattern Recognition and Artificial Intelligence, Huazhong University of Science and Technology, Wuhan 430074, China);Image fusion algorithm based on statistical signal processing and fuzzy theory[J];Opto-electronic Engineering;2005-05
6 CHU Heng,LI Jie,ZHU Wei-le(School of Electronic Engineering,UEST of China,Chengdu 610054,China);Multi-focus image fusion scheme with wavelet transform[J];Opto-electronic Engineering;2005-08
7 LI Qing-wu,NI Xue,SHI Dan ( College of Computer and Information Engineering, Hohai University, Changzhou 213022, China );Image denoising method using multiple wavelet bases and fusion technology[J];Opto-Electronic Engineering;2007-11
8 YU Rui-xing,ZHU Bing,ZHANG Ke ( College of Astronautics, Northwestern Polytechnical University, Xi’an 710072, China );New Image Fusion Algorithm Based on PCNN[J];Opto-Electronic Engineering;2008-01
9 GONG Chang-lai(School of Electronic & Information Engineering, Jiaying University, Meizhou 514015, Guangdong Porvince, China );Wavelet Image Fusion Method Based on Multiple Activation Measurement[J];Opto-Electronic Engineering;2009-05
10 YU Rui-xing,ZHU Bing,ZHANG Ke(College of Astronautics,Northwestern Polytechnical University,Xi′an,710072 China);A new image fusion algorithm based on PCNN and BWT[J];Journal of Optoelectronics.Laser;2008-07
China Proceedings of conference Full-text Database 1 Hits
1 FU Qiang, XIAO Ze-xin, CHEN Le-geng (Guilin University of Electronic Technology, Guilin 541004, China);Fusion medical microscopic image using wavelet decomposition[A];[C];2006
【Citations】
Chinese Journal Full-text Database 1 Hits
1 CUI Yan mei, NI Guo qiang, WANG Yi, NIU Yong sheng, LI Xi ying, PU Tian (Department of Optical Engineering, Beijing Institute of Technology, Beijing 100081, China);One multiscale and multioperator image fusion algorithm based on wavelet transform[J];OPTICAL TECHNOLOGY;1999-04
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 WANG Rong,XIE Yuan_dan(School of Electronic and Information Engineering,Anshan University of Science and Technology,Anshan 114044,China);Realization of image fusion algorithm based on wavelet transformation[J];Journal of Anshan University of Science and Technology;2003-05
2 WANG Li-kuan~1, HU Shao-hai~1, WANG Yan~2 (1.School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044,China; 2.North China Grid Company Limited Beijing 100053,China);Algorithm for Medical Image Patching Based on Mutual Information[J];Journal of Northern Jiaotong University;2004-02
3 WANG Wei, MA Jian-guang (College of Electromechanical Engineering, Beijing University of Science & Technology, Beijing 100081, China);The Common Method and Development Status for Face Recognition[J];Ordnace Industry Automation;2002-01
4 SHI Jun-sheng~(1,2),JIN Wei-qi~1(1.College of Physics and Electronic Information,Yunnan Normal University,Kunming 650092,Yunnan,China;2.Department of Opto-electronic Engineering,School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China);A Study of Performance Assessments of Image Fusion for Color Night Vision Using Entropy[J];Acta Armamentarii;2006-06
5 Zhu Shiping Fang Jiancheng Zhou Rui (Beijing University of Aeronautics and Astronautics,School of Astronautics);New Kind of Energy Spectrum Entropy Image Focusing Evaluation Function[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1999-06
6 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
7 Xiang Zheng Fu Li Fan Yuezu (School of Automation Science and Electrical Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Application of L-D factorization in calculating inverse in federated filter[J];Journal of Beijing University of Aeronautics and Astronautics;2003-08
8 Jiang Zhiguo Han Dongbing Xue Bindang Zhou Xiaokuan(School of Astronautics,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Series microscopy images fusion based on area wavelet transform[J];Journal of Beijing University of Aeronautics and Astronautics;2006-04
9 CUI Yan mei, NI Guo qiang, ZHONG Yan li, WANG Yi, NIU Yong sheng (Department of Optical Engineering, Beijing Institute of Technology, Beijing100081);Analysis and Evaluation of the Effect of Image Fusion Using Statistics Parameters[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;2000-01
10 PU Tian; NI Guo-qiang (Department of Optical Engineering, Beijing Institute of Technology, Beijing 100081);Multiscale Contrast Modulation Applied to Image Fusion[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;2000-02
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 Liu Yuanmin Qin Shiyin(School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100191,China);Novel adaptive denoising method for extreme noise based on PCNN[J];Journal of Beijing University of Aeronautics and Astronautics;2009-01
2 LIAO Bin1,LIU Li-xiong2(1.School of Electric and Electronical Engineering,North China Electric University,Beijing 102206,China;2.School of Computer Science and Technology,Beijing Institute of Technology,Beijing 100081,China);Multifocus Image Fusion Through Spatial Atom Matching[J];Transactions of Beijing Institute of Technology;2008-12
3 XING Su-xia (College of Information Engineering,Beijing Technology and Business University, Beijing 100048,China);REAL-TIME FUSION SYSTEM HARDWARE DESIGN OF VISUAL/IR IMAGE BASED ON DSP AND FPGA[J];Journal of Beijing Technology and Business University(Natural Science Edition);2008-06
4 ZHANG Xiao-dong1,ZHANG Zhen-zhong1,HU Ming2(1. Naval Engineering University,Wuhan 430033,China;2. The Naval Representative Office Stationed at No. 711 Institute,CSIC,Shanghai 200031,China);Fault diagnosis of marine mechanical and electrical equipment based on information fusion[J];Ship Engineering;2007-03
5 QIN Pin-pin1,3,XU Deng-yuan2,HUANG Da-ming3(1.College of Transportation,Southwest Jiaotong University,Chengdu 610031,China;2.College of Computer & Communication,Chongqing Jiaotong University,Chongqing 400074,China;3.College of Mechanical Engineering,Guangxi University,Nanning 530004,China);Multi-information fusion based on D-S evidence reasoning for freeway incident detection[J];Transducer and Microsystem Technologies;2007-04
6 WANG Yan-quan1,GAO Xiu-juan2,TONG Zheng-mao3(1.Electrical and Mechanical department,Baicheng Normal University,Baicheng 137000,China;2.Department of Mathematics,Baicheng Normal University,Baicheng 137000,China;3.Wuhan Second Shipbuilding Design Institute,Wuhan 430064,China);Surface temperature measurements of large-scale rotor[J];Transducer and Microsystem Technologies;2008-11
7 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
8 ZHANG Guang-wei①②,DENG Ka-zhong①, ZHANG Yong-hong②(①School of Environmental and Spatial Informatics,CUMT, Xuzhou 221008;②Chinese Academy of Surveying & Mapping,Beijing 100039);Extraction of edges in SAR images based on multi-scale wavelet fusion[J];Science of Surveying and Mapping;2007-03
9 XU Gan, YOU Hong-jian(Institute of Electronics, Chinese Academy of Sciences, Beijing 100080, China);Comparison of image fusion of SAR and optical image based on wavelet transform[J];Science of Surveying and Mapping;2008-01
10 WANG Xiao-qing,DANG Ya-min,CHENG Ying-yan(Chinese Academy of Surveying and Mapping,Beijing100039,China);Study on image co-registration based on matrix similarity degree[J];Science of Surveying and Mapping;2008-06
China Proceedings of conference Full-text Database 4 Hits
1 Luo Mi Li Hongsong (Faculty of Information Science and Technology Yunnan University Kunming 650091 China);Images denoising with Wiener filter in Contourlet domain[A];[C];2008
2 Xu Liqun, Ye Zi, Yan Xinxin and Yu Feihong State Key Laboratory of Modern Optical Instrumentation, Optical Engineering Department, Zhejiang University, Hangzhou, P R China;Real-time 3D Image Fusion Based on Wavelet Transform in Microscope Auto-focusing System[A];[C];2007
3 Li Mingxi~(1,2),Mao Hanping~1,Zhang Yancheng~(1,3) (1.Provincial Key Laboratory of Modern Agricultural Equipment and Technology, Jiang su University,Zhen jiang 212013,China; 2.Edit Department of Journal,Huang-shi Institute of Technology,Huang-shi City,China 435003; 3.College of Engineering and Technology,Yunnan Agricultural University,Kunming City,China 650201);Fusion Algorithm for Multi-spectral Images Based on PCA and Region Features[A];[C];2007
4 GE Cheng-liang1,2,FAN Guo-bin2,LIANG Zheng1 (1.College of Physical Electronics, University of Electric and Scientific Technology of China, Chengdu 610054, China; 2.Institute of Applied Electronics, CAEP, P.O. Box 919-1012, Mianyang 621900, China);Testbed of infrared image processing algorithm based on Simulink[A];[C];2006
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved