Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Periodical of Ocean University of China》 2007-01
Add to Favorite Get Latest Update

A New Multi-Focus Image Fusion Method Based on Multi-Wavelet Analysis

LIU Feng~1,JI Guang-Rong~1,ZHOU Li-Jian~1,QU Xin-Yue~2(1.Ocean University of China,Qingdao 266100,China;2.Army Unite 91913,DaLian 116041,China)  
The key problem in multi-focus image fusion is how to keep the detail in the original focus images.Based on the features of more decomposing sub-images generated by the multi-wavelet analysis function,a new image fusion method to the multi-focus images is proposed in this paper.The fusion rules are different to the details and the crude space in the wavelet transform.To the detail space,the local windows energy is selected as the fusion guide. And the least mean square error is selected as the guide to the crude space.After that the coherence caused by the focus are considering to adjust the fusion results.Taking the space frequency and the mean gradient as criterions,experiments with the popular multi-focus images show that this method is more(effective) compared with single wavelets and pyramid decompositions and the other fusion methods.
【Fund】: 国家自然科学基金项目(60572064)资助
【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 3 Hits
1 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
2 ZHOU Li-jian ①② , JI Guang-rong ② , FENG Chen ② (①College of Communication and Engineering, Qingdao Technological University, Qingdao Shandong 266000, China; ②College of Information Science and Engineering, Ocean University of China, Qingdao Shandong 266000, China);Selection Method for Multiwavelets in Multi-focus Image Fusion[J];Communications Technology;2008-05
3 TIAN Chuang,LIU Wen-bo (College of Automation Engineering,Nanjing University of Aeronautics & Astronautics,Nanjing 210016,China);Multifocus Image Fusion Using Curvelet Transform[J];Computer Technology and Development;2008-07
【Citations】
Chinese Journal Full-text Database 2 Hits
1 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
2 Wang Haihui Peng Jiaxiong Wu Wei Li Feng(State Key Laboratory for Image Processing and Intelligent Control,Institute for Pattern Recognition and Artificial Intelligence,Huazhong University of Science&Technology,Wuhan430074);A Study of Evaluation Methods on Performance of the Multi-Source Remote Sensing Image Fusion[J];Computer Engineering and Applications;2003-25
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 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
2 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
3 XU Sheng-xiang,XU Yun-qing(College of Biological science and Technology of Xiaogan University,Xiaogan 432000,China);Objective evaluation method of fusion performance for remote sensing image based on Matlab[J];Science of Surveying and Mapping;2008-04
4 SONG Gang-xian①, PAN Jian-jun②, ZHU Wen-juan②(①College of Public Administration, Nanjing Agricultural University, Nanjing 210095, China;② College of Resources and Environmental Sciences, Nanjing Agricultural University, Nanjing 210095, China);Study on optimum fusion technology of IKONOS image[J];Science of Surveying and Mapping;2009-02
5 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
6 YANG Feng bao, HAN Yan (Dept. of Electronic Engineering and Information Science, North China Institute of Technology, Taiyuan 030051, China);Processing of Mosaic Appearance in Image Wavelet Threshold Denoising[J];Journal of Test and Measurement Technology;2003-02
7 YANG Feng-bao~1,YANG Fang-lin~2,WEI Quan-fang~2,HAN Yan~2(1.Dept.of Opto-Electronic Engineering,Beijing Institute of Technology,Beijing 100081,China;2.Dept.of Electronic Engineering and Information Science,North University of China,Taiyuan 030051,China)[KH-*8/9D];Study on Image Registration Algorithm Based on Image Trace[J];Journal of Test and Measurement Technology;2006-01
8 DU Yuhui,GUI Zhiguo,LI Jinhua(College of Information and Communication Engineering,North University of China,Taiyuan 030051,China);CT and MR Image Fusion Based on Neighborhood Features of Wavelet Coefficients[J];Journal of Test and Measurement Technology;2007-03
9 Zhou Yong1,Zhang ZeLie2,Feng Rui1(1.Chongqing Survey Institute,Chongqing 400020,China;2.Chongqing Geomatics Center,Chongqing 401120,China);Controllable Remote Sensing Image Fusion Algorithm Based on Multiresolution Analysis and IHS Transform[J];Urban Geotechnical Investigation & Surveying;2008-03
10 Cui Jian;Study on Assessment Method of Remote Sensing Image Fusion[J];Computer Development & Applications;2008-06
China Proceedings of conference Full-text Database 1 Hits
1 MA Huibin SHI Ruiying Mou Xiaofeng (College of Information and Electronic Technology,Jiamusi University,Jiamusi 154007,China);Algorithm for image fusion in MRI-PET based on support vector machine[A];[C];2008
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 NI Guo-qiang,DAI Wen,LI Yong-liang,PU Tian (Department of Optical Engineering, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China);Visual/IR Color Image Fusion Based on Rattlesnake Bimodal Cell Neurodynamics: Advances and Prospects[J];Journal of Beijing Institute of Technology;2004-02
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 ZHU Chang qing 1,2 , WANG Qian 2,YANG Xiao mei 3 (1.Zhengzhou Institute of Surveying and Mapping, Zhengzhou 450052,China; 2.State Key Lab.of CAD&CG,Zhejiang University, Hangzhou 310027,China; 3.State Key Lab. Resources and Environment Informa;The Fusion of SPOT panchromatic and multi-spectral remote sensing image data by the multi-band wavelet[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;2000-02
4 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
5 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
6 CHENG Zheng xing, LIN Yong ping (Faculty of Science Xi'an Jiaotong University, Xi'an 710049);Some Applications in Image Procession with Wavelets[J];Chinese Journal of Engineering Mathematics;2001-S1
7 YANG Jun,ZHAO Zhong-ming ( Institute of Remote Sensing Applications, the Chinese Academy of Sciences, Beijing 100101, China );Multifocus image fusion method based on curvelet transform[J];Opto-Electronic Engineering;2007-06
8 JIANG Dong+1, WANG Yu+2, WANG Jian-hua+3, LAN Chao-li+4(1.Institute of Geographic Science and Natural Resources Research, CAS, Beijing 10010 China;2.Institute of Math and Systematics, CAS, Beijing 100083 China; 3.Institute of Water Resources and Hydropow;THE THEORY AND TECHNIQUES OF MULTIPLE RESOURCES IMAGE FUSION[J];Journal of Gansu Sciences;2002-01
9 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
10 Wang Haihui Peng Jiaxiong Wu Wei;Method for evaluating the performance of remote sensing image fusion by mutual information[J];Journal of Huazhong University of Science and Technology;2003-12
【Secondary References】
Chinese Journal Full-text Database 2 Hits
1 FANG Hui,YIN Zhong-ke (School of Information Science & Technology,Southwest Jiaotong University,Chengdu Sichuan 610031,China);An Image Fusion Algorithm based on Local Energy Using NSCT[J];Communications Technology;2010-03
2 XUAN Li-chao,XIE Yi-cai (School of Computer,South China Normal University,Guangzhou 510631,China);A New Remote Sensing Image Fusion Algorithm Based on Curvelet Transform[J];Computer Technology and Development;2009-05
【Secondary Citations】
Chinese Journal Full-text Database 8 Hits
1 JIANG Dong+1, WANG Yu+2, WANG Jian-hua+3, LAN Chao-li+4(1.Institute of Geographic Science and Natural Resources Research, CAS, Beijing 10010 China;2.Institute of Math and Systematics, CAS, Beijing 100083 China; 3.Institute of Water Resources and Hydropow;THE THEORY AND TECHNIQUES OF MULTIPLE RESOURCES IMAGE FUSION[J];Journal of Gansu Sciences;2002-01
2 Liu Guixi Yang Wanhai (School of Electronic Engineering, Xidian University, Xi′an 710071);A Multiscale Contrast-Pyramid-Based Image Fusion Scheme and Its Performance Evaluation[J];Acta Optica Sinica;2001-11
3 LI Shu Tao WANG Yao Nan (College of Electrical and Information Engineering, Hunan University, Changsha, Hunan 410082, China; National Laboratory of Pattern Recognition, Institute of Automation, CAS, Beijing 100080,China);MULTISENSOR IMAGE FUSION BASED ON TREE-STRUCTURE WAVELET DECOMPOSITION[J];Journal of Infrared and Millimeter Waves;2001-03
4 Wang Haihui Peng Jiaxiong Wu Wei Doctoral Candidate; Institute of Pattern Recognition & Artificial Intelligence, Huazhong Univ. of Sci. & Tech., Wuhan 430074, China.;A method of multisensor remote sensing images registration[J];Journal of Huazhong University of Science and Technology;2002-08
5 Wu Xiuqing; Zhou Rong (Dept. of Electronic Engineering and Information Science. USTC, Hefei 230027);A Method and Application in Data Fusion of Multiresolution Images[J];COMPUTER ENGINEERING;2000-03
6 YANG Xuan PEI Ji Hong YANG Wan Hai (School of Electronic Engineering, Xidian University, Xi′an 710071);Fusion Evaluation Using Sugeno's Integral[J];Chinese Journal of Computers;2001-08
7 LI Shu tao\+1, WANG Yao nan\+2, Gong Li zhuan\+2 (1. Institute of Electrical and Information Engineering, Hunan University, Changsha 410082, China; 2. National Key Laboratory of Pattern Recognition, Institute of Automation, CAS, Beijing 100080, China;Selection of Optimal Decomposition Level of Wavelet for Multifocus Image Fusion[J];Systems Engineering and Electronics;2002-06
8 YANG Fengbao, HAN Yan (Dept. of Electronic Information Engineering Scinence, North China Inst itute of Technology, Taiyuan 030051);Fusion Images Processing for Liner-clad Adhesive State for Multi-probes Ultrasonic C-Scanning[J];Journal of Basic Science and Engineering;2001-Z1
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved