Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Southwest China Normal University(Natural Science Edition)》 2015-11
Add to Favorite Get Latest Update

A New Adaptive Multi-Source Image Fusion Algorithm and Simulation Research

QIN Xiao-hui;DAI Rong;Department of Computer Science,Sichuan Engineering Technical College;College Department of Computer Science,Civil Aviation Flight University of China;  
In order to obtain image with better fusion results by multi-sensor,based on local direction contrast and wavelet transform,a new image fusion algorithm has been presented in this paper.The low and high frequency signals are obtained by local variance criteria and local image contrast adaptive algorithm respectively.Then conduct inverse wavelet transform for the image,the converted image has valid information of the source image.Experimental results show that,compared with the traditional and conventional image fusion algorithm,fused image obtained by the proposed algorithm,the peak value signal-to-noise ratio increased by 12.11% and 8%,root mean square error decreased by 69.65% and 69.65%,the correlation coefficient increased by 0.95% and 0.52%,the algorithm has a good image fusion.
【CateGory Index】: TP391.41
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 8 Hits
1 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
2 ZHU Si-rong,WANG Ying-chun School of Sciences,Wuhan University of Technology,Wuhan 430070,China;Multi-focus image fusion method based on multi-wavelet transform[J];Computer Engineering and Applications;2010-06
3 HE Liujie;HU Tao;REN Xiany;The Department of Computer Science and Technology, Shenzhen University;Shenzhen Institute of Information Technology;;Fusion algorithm of multi-focus images based on morphological wavelet of adaptive PCNN[J];Computer Engineering and Applications;2013-12
4 BAO Cheng-hui;ZHU Kang;HE Xin-guang;College of Resource and Environment Science,Hunan Normal University;;Remote Sensing Image Fusion Method Based on Local Feature of Nonsubsampled Contourlet Coefficients[J];Computer Science;2014-03
5 HE Wen-jian;LI Yan;School of Computer, South China Normal University;Spatial Information Technology and Application Research Center, South China Normal University;;Gradient Field Image Progressive Fusion Algorithm Combined with Wavelet Transformation[J];Computer Engineering;2014-04
6 MA Yao-feng,LI Hong-li School of Information Engineering,Zhongzhou University,Zhengzhou 450004,China;A Modified Iterative Blind Image Restoration Algorithm[J];Journal of Southwest University(Natural Science Edition);2013-07
7 WANG Li-dan;DUAN Shu-kai;DUAN Mei-tao;School of Electronic and Information Engineering,Southwest University;;Applications of Memristive Fourier Neural Network in Image Restoration[J];Journal of Southwest University(Natural Science Edition);2014-01
8 SHEN Rong;School of Computer Science,Sichuan University of Arts and Science;;Image Fusion Algorithm Based on Fractal Dimension and Multi-wavelet Transform Domain[J];Journal of Southwest China Normal University(Natural Science Edition);2014-05
【Co-citations】
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 Shen Jian1,Ding Yan2,Chang Jinyi1,Le Deguang1(1.School of Computer Science and Engineering,Changshu Institute of Technology,Suzhou 215500,China; 2.School of Mathematic and Statistics,Changshu Institute of Technology,Suzhou 215500,China);Multi-focus image fusion method of a morphological multi-wavelets transform[J];Application of Electronic Technique;2011-03
3 XU Guo-sheng(School of Information and Control Engineering,Weifang University,Weifang,Shandong 261061,China);XLPE Insulation Compound Purity Evaluation Based on Photo-electrical Testing Technique[J];Acta Photonica Sinica;2010-03
4 Liu Xiaochun1,2 Zhong Tao3 Yu Qifeng1,2 Zhang Xiaohu1,2 Lei Zhihui1,2 Shang Yang1,2 1 College of Aerospace Science and Engineering,National University of Defense Technology,Changsha,Hunan410073,China2 Hunan Key Laboratory of Videometrics and Vision Navigation,National University of Defense Technology,Changsha,Hunan410073,China3 Navy Equipment Bureaw,Beijing 100071,China;Multi-Modal Image Registration Based on Local Frequency Information Using Modified Simplex-Simulated Annealing Algorithm[J];Acta Optica Sinica;2013-06
5 WANG Weidong;Rail Traffic Engineering Center,Nanjing Institute of Railway Technology;;A New NSCT Image Fusion Algorithm[J];Chinese Journal of Electron Devices;2013-06
6 Kang Xuejuan;Yang Panpan;Jing Junfeng;Electrical Engineering Department,Xi'an Aeronautical University;College of Electronic and Information,Xi'an Polytechnic University;;Fabric defects detection based on characteristic value of window weighted covariance matrix[J];Journal of Electronic Measurement and Instrumentation;2014-08
7 FAN Dong-yan(School of Information,Business College of Shanxi University,Taiyuan Shanxi 030031,China);Multi-focus image fusion algorithm based on region energy framework[J];Journal of Computer Applications;2011-06
8 WEI Hong-juan,LI Yue-en(School of Computerand Information Engineering,College of Xinxiang,Xinxiang Henan 453000,China);Image Fusion Based on Clustering and Wavelet Analysis Algorithm[J];Computer Simulation;2011-09
9 WU Hua,WANG Hai-shun(Anyang Normal University,Anyang Henan 455000,China);Image Fusion Algorithm Based on Sobel Operator and Wavelet Transform[J];Computer Simulation;2011-10
10 ZHANG Shu-mei,LIU Yue-xin(1.Nanjing Institute of Transport Technology,Nanjing Jiangsu 211188,China; 2.Nanjing Institute of Information Technology,Nanjing Jiangsu 210046,China);Image Fusion Method Based on Mean Square and Multi-wavelets Transform[J];Computer Simulation;2011-11
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 10 Hits
1 ZHU Ya-ping,SHEN Ting-zhi,BAI Yang(Department of Electronic Engineering,School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China);Wavelet-Based Iterative Blind Deconvolution Algorithm for Image Restoration[J];Transactions of Beijing Institute of Technology;2006-09
2 Jiang Xiaoyu Gao Zhiyun Zhou Liwei (Department of Optical Engineering, Beijing Institute of Technology, Beijing 100081);Multiresolution Image Fusion Based on Wavelet Transform[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1997-04
3 LIU Jianwei1) SONG Mengxin2) GUO Ping2)(1)Department of Mathematics and Physics,Xi'an Technological University,710032,Xi'an,China;2)Image Processing and Pattern Recognition Laboratory,Beijing Normal University,100875,Beijing,China);A NEW REMOTE SENSING IMAGE FUSION METHOD BASED ON HSI AND WAVELET TRANSFORMATION[J];Journal of Beijing Normal University(Natural Science);2008-06
4 WANG Yan,HU Zhang-fang(College of Electronic Engineering,Chongqing University of Posts and Telecommunications,Chongqing 400065,P.R.China);Adaptive selection of regularization parameter in image restoration[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science);2007-06
5 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
6 XIA Ming-ge,HE You,SU Feng (Research Institute of Information Fusion ,Naval Aeronautical Engineering Institute,Yantai 264001,China);Image fusion algorithm using multiwavelet analysis[J];Electronics Optics & Control;2005-02
7 PU Tian,FANG Qing zhe,NI Guo qiang(Department of Optoelectronic Engineering,Beijing Institute of Technology,Beijing 100081,China);Contrast-Based Multiresolution Image Fusion[J];Acta Electronica Sinica;2000-12
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 WANG Zhi-hui1,2,ZHAO Bao-jun2, SHEN Ting-zhi2(1.Department of Electronic Engineering,College of Electronic Information and Engineering,Inner MongoliaUniversity,Hohhot,Inner Mongolia 010021,China;2.Department of Electronic Engineering,College ofInformation Science and Technology,Beijing Institute of Technology,Beijing 100081,China);Image Fusion Based on MMPN and Adjustable Linking Strength[J];Acta Electronica Sinica;2010-05
10 Miao Qi-guang Wang Bao-shu (School of Computer Science, Xidian University, Xi'an 710071, China) (Guilin University of Electronic Technology, Guilin 541004, China);A Novel Algorithm of Multi-focus Image Fusion Using Adaptive PCNN[J];Journal of Electronics & Information Technology;2006-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved