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《Remote Sensing for Land & Resources》 2014-02
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Fusion algorithm of multifocus images based on wavelet transform

MENG Qiangqiang;YANG Guang;TONG Tao;ZHANG Jianfeng;Department of Aerospace Intelligence,Aviation University of Air Force;  
A new approach to the fusion of multifocus images based on wavelet transform is proposed to solve the problem that some parts of the images are blurred because of the different focus points. The images are firstly decomposed by using wavelet transform,and then the low and high frequency coefficients are fused by using different fusion strategies: the low frequency coefficient is fused with a rule weighted average of energy,while the high frequency coefficient is processed with the regional grads. After that the fused image is obtained by inverse wavelet transform. Experiments prove that the fused image obtained by the method has a better subjective visual effect and objective evaluation criteria,thus attaining a better result than other traditional fusion methods.
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 10 Hits
1 ZENG Ji-bing~(1,2) CHEN Huai-xin~2 WANG Wei-xing~1 (1.University of Electronic Science and Technology of Chino,Chengdu 610054,China; 2.Southwest China Institute of Electronic Technology,Chengdu 610036,China);New Image Fusion Method based-on Improved Local Gradient Processing of Wavelet Coefficient[J];Video Engineering;2007-S1
2 WANG Yue-hua TAO Zhong-xiang(Department of Aviation Ordnance Engineering,Aviation University of Air Force,Changchun 130022,China);A Kind of Fusion Algorithm for Infrared and Visible Images Based on NSCT[J];Optics & Optoelectronic Technology;2012-04
3 DONG Zhang-yu1,2,ZHAO Ping3,4,LIU Dian-wei1,WANG Zong-ming1, TANG Xu-guang1,2,LIU jing-yi5(1.Northeast Institute of Geography and Agricultural Ecology,Changchun 130012,China;2.Graduate University of Chinese Academy of Science,Beijing 100049,China;3.College of Territorial Resources and Tourism,Anhui Normal University, Wuhu 241003,China;4.College of Resources and Environmental Engineering,Hefei University of Technology, Hefei 230009,China;5.College of Information Engineering,China University of Geosciences,Wuhan 430074,China);An Improved Wavelet Transformation Image Fusion Method and Evaluation of Its Fusion Result[J];Remote Sensing for Land & Resources;2012-03
4 CAO Zhe Jiangnan University,Wuxi,Jiangsu 214122,China;Novel image fusion algorithm based on regional feature with wavelet[J];Computer Engineering and Applications;2011-26
5 CHENG Gong,GUO Lei,ZHAO Tianyun,XU Ming,HE Sheng College of Automation,Northwestern Polytechnical University,Xi'an 710072,China;Multi-focus image fusion method based on wavelet transform[J];Computer Engineering and Applications;2012-01
6 LI CHUNMEI WANG RULIN LI SHUXIA LI GUOXIN LIU JIE;Wavelet Image Fused Based on Neighborhood Average Grads[J];;2006-36
7 YANG Shasha,TIAN Xiaoping,WU Chengmao(School of Electronic Engineering,Xi'an University of Posts and Telecommunications,Xi'an 710121,China);Multi-focus image fusion scheme based on wavelet transform[J];Journal of Xi'an University of Posts and Telecommunications;2012-03
8 Guo Lei,Cheng Gong,Zhao Tianyun(Department of Automatic Control,Northwestern Polytechnical University,Xi′an 710072,China);A New and Effective Multi-Focus Image Fusion Algorithm Based on Wavelet Transforms and Neighborhood Features[J];Journal of Northwestern Polytechnical University;2011-03
9 YE Chuan-qi1,2,WANG Bao-shu1,MIAO Qi-guang1(1.School of Computer Science,Xidian Univ.,Xi'an 710071,China;2.School of Electronic Information Engineering,Henan Univ.of Science &Technology,Luoyang 471003,China);Fusion algorithm of infrared and visible light images based on NSCT transform[J];Systems Engineering and Electronics;2008-04
10 JIAO Zhu-qing,SHAO Jin-tao,XU Bao-guo(School of IoT Engineering,Jiangnan University,Wuxi 214122,China);Novel multi-focus image fusion method in nonsubsampled Contourlet transform domain[J];Journal of Zhejiang University(Engineering Science);2010-07
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Xin(College of Computer Science and Engineering,Changchun University of Technology,Changchun 130012,China);Multi-Focus Image Fusion Algorithm of Restraining Noise[J];Video Engineering;2011-21
2 WANG Xin1,LI Yingfang2,WANG Ying1 ( 1.College of Computer Science and Engineering,Changchun University of Technology,Changchun 130012,China; 2.Computer-based Teaching Center,Changchun Institute of Technology,Changchun 130012,China);Multi-focus Image Fusion Algorithm Combining Block Segment with Contourlet Transform[J];Video Engineering;2011-23
3 LIU Peng;Comparative of Remote Sensing Image Clarity Evaluation[J];Geospatial Information;2012-02
4 GONG Chang-lai (Dept. of Electronic and Information Engineering,Jiaying University,Meizhou 514015,Guangdong Province,China);Improved Image Fusion Algorithm Based on Local Energy[J];Opto-Electronic Engineering;2008-11
5 TONG Tao1,YANG Guang1,TAN Hai-feng1,REN Chun-ying2(1.Department of Aerospace Intelligence,Aviation University of Air Force,Changchun 130022;2.Northeast Institute of Geography and Agroecology,Chinese Academy of Sciences,Changchun 130022,China);Multi-Sensor Image Fusion Algorithm Based on NSCT[J];Geography and Geo-Information Science;2013-02
6 LUO Ting,YANG Weiying,DING Youdong(Department of Film and TV Art and Technology,Shanghai University,Shanghai 200072,China);New Image Fusion Algorithm Based on Combination of Wavelet Transformation and Morphology[J];Video Engineering;2013-01
7 FENG Xin1,WANG Xiao-ming2,DANG Jian-wu3,SHEN Yu3(1.College of Mechanical Engineering,Chongqing Technology and Business University,Chongqing 400067,China; 2.Department of Electrical and Information Engineering,Lanzhou University of Technology,Lanzhou 730050,China;3.School of Electronic and Information Engineering,Lanzhou Jiaotong University,Lanzhou 730070,China);An improved fusion method for multi-focus images based on Ripplet transform[J];Journal of Optoelectronics.Laser;2013-06
8 ZHAO Feixiang;TAO Zhongxiang;Campaign and Command Department,Aviation University of Air Force;;An Algorithm for Fusion of Infrared and Visible Images Based on NSCT[J];Electronics Optics & Control;2013-09
9 CHEN Guang-qiu;GAO Yin-han;College of Instrumentation and Electrical Engineering,Jilin University;State Key Laboratory of Automobile Simulation and Control,Jilin University;;Adaptive image fusion based on image quality assessment parameter in FDST domain[J];Journal of Optoelectronics.Laser;2013-11
10 HUANG Xiaodan;Institute of Electronic CAD,Xidian University;;A New Image Fusion Method Based on Laplacian Pyramid in Wavelet field[J];Electronic Science and Technology;2014-06
【Secondary Citations】
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 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
3 LIANG Dong,LI Yao,SHEN Min,GAO Qing-wei,BAO Wen-xia(Education Ministry Key Laboratory of IC & SP,Anhui University,Hefei,Anhui 230039,China;School of Electronic Science and Technology,Anhui University,Hefei,Anhui 230039,China);An Algorithm for Multi-Focus Image Fusion Using Wavelet Based Contourlet Transform[J];Acta Electronica Sinica;2007-02
4 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
5 LIU Gui-xi1, ZHAO Shu-guang2, CHEN Wen-jin1 ( 1. Department of Automation, Xidian University, Xi'an 710071, China ; 2. School of Electronic Engineering, Xidian University, Xi'an 710071, China );A multi-resolution image fusion scheme using biorthogonal wavelet transform[J];Opto-electronic Engineering;2004-04
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 KANG Sheng, WANG Jiang-an, ZONG Si-guang, CHEN Fu-sheng (Electronic Engineering, Naval University of Engineering, Wuhan 430033, China; Huazhong University of Science and Technology, Wuhan 430000, China);Objective Evaluation and Experimental Analysis of Multisensor Image Fusion[J];;2006-02
8 MU Feng-yun1, ZHU Bo-qin2, HE Hua-zhong1(1.Faculty of Resource and Enviornment science,Wuhan 430079,China; 2.Institute of Remote Sensing Application, CAS, Beijing 100101, China);RESEARCH ON THE FUSION OF MULTI-SOURCE REMOTELY SENSED DATA BASED ON WAVELET TRANSFORM[J];Remote Sensing For Land & Resources;2003-04
9 Li Min Zhang Xiaoying Mao Jie(Department of Physics and Electric Message of Leshan Teachers College, Leshan 614004);Neighboring region variance weighted mean image fusion based on wavelet transform[J];Foreign Electronic Measurement Technology;2008-01
10 ZHU Rui-hui FAN Guo-bin WAN Min(Institute of Applied Electronics,CAEP,Mianyang 621900,China);Image Fusion Method Based on Multi Resolution Analysis[J];Optics & Optoelectronic Technology;2007-05
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