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《Video Engineering》 2015-15
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Fusion Technique for Multi-focus Images Based on Non-subsampled Shearlet Transform and Image Characteristics

ZHANG Yaojun;LI Lei;WU Guiling;Department of Computer Science,Xinyang College of Agriculture and Foresty;  
Faced with the current situation that the visual information of local image details is blurred in many fusion techniques for multi-focus images,a novel fusion technique for multi-focus images based on non-subsampled shearlet transform( NSST) and image characteristics is proposed. The low-frequency and s series of high-frequency sub-band images are obtained by conducting the multi-scale and multi-directional decompositions of the source images via NSST. The spatial frequency and local energy are utilized to determine the fused coefficients of low-frequency sub-band. The information of the details and edges existing in the highfrequency sub-band images can be directly achieved by the edge detection operator. The final fused image can be obtained via inverse NSST. Simulation experimental results demonstrate that,compared with several current typical algorithms,the fused image based on the proposed technique has much clearer visual performance,more reasonable objective metric results and much higher functional efficiency.
【Fund】: 河南省基础与前沿技术研究计划项目(132300410452)
【CateGory Index】: TP391.41
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Chinese Journal Full-text Database 8 Hits
1 KONG WeiWei1,LEI YingJie1,LEI Yang1 & ZHANG Jie2 1Department of Computer Engineering,Missile Institute,Air Force Engineering University,Xi'an 713800,China;2Department of Computer,Qinghai University,Xining 810016,China;Technique for image fusion based on non-subsampled contourlet transform domain improved NMF[J];中国科学:信息科学(英文版);2010-12
2 ZHAO Ziyi, ZHENG Yongguo School of Information Science & Engineering, Shandong University of Science & Technology, Qingdao, Shandong 266510, China;Research of image fusion of multispectral and panchromatic images based on ridgelet transform[J];Computer Engineering and Applications;2012-15
3 Yang Yanchun1),Dang Jianwu2),and Wang Yangping2) 1)(School o f Mathematics,Physics & So f tware Engineering,Lanzhou Jiaotong University,Lanzhou 730070) 2)(School o f Electronic & In f ormation Engineering,Lanzhou Jiaotong University,Lanzhou 730070);A Medical Image Fusion Method Based on Lifting Wavelet Transform and Adaptive PCNN[J];Journal of Computer-Aided Design & Computer Graphics;2012-04
4 QU Xiao-Bo~1 YAN Jing-Wen~(1,2) XIAO Hong-Zhi~2 ZHU Zi-Qian~3 1.Department of Communication Engineering,Xiamen University,Xiamen 361005,P.R.China 2.Key Laboratory of Digital Signal and Image Processing of Cuangdong Province,Shantou University,Shantou 515063,P.R.China 3.Research Institute of Chinese Radar Electronic Equipment,Wuxi 214063,P.R.China;Image Fusion Algorithm Based on Spatial Frequency-Motivated Pulse Coupled Neural Networks in Nonsubsampled Contourlet Transform Domain[J];Acta Automatica Sinica;2008-12
5 WANG Fei1,LIANG Xiaogeng1,2,CUI Yankai1,WU Xiaojun3 1.School of Automation,Northwestern Polytechnical University,Xi'an 710072,China 2.Luoyang Photoelectric Technology Development Center,Luoyang,Henan 471009,China 3.Luoyang Institute of Electro-Optical Equipment,Luoyang,Henan 471009,China;Image fusion combined with NMF and new contourlet transform[J];Computer Engineering and Applications;2013-05
6 Yang Yang;Dai Ming;Zhou Luoyu;Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences;University of Chinese Academy of Sciences;;Uniform discrete curvelet transform for multi-focus image fusion[J];Infrared and Laser Engineering;2013-09
7 ZHU Weidong1,LI Quanhai1,XU Keke2,LI Tianzi2(1.Department of Surveying and Geo-informatics,Tongji University,Shanghai 200092,China;2.School of Surveying and Land Information Engineering,Henan Polytechnic University,Jiaozuo 454003,China);Hyperspectral Remote Sensing Images Fusion Algorithm Based on Second Generation Bandelet and PCA Transform[J];Journal of Tongji University(Natural Science);2011-07
8 Gao Ying;Wang Amin;Zhi Pengfei;Ge Fei;College of Marine Science and Technology,Northwestern Polytechnical University;AVIC Metal Test Technology Company Limited;;Image Fusion Algorithm Based on Region Segmentation and Lifting Wavelet Transform[J];Journal of Northwestern Polytechnical University;2014-04
Chinese Journal Full-text Database 10 Hits
1 GUO Mao-yun,LI Hua-feng,CHAI Yi ( Department of Automation, Chongqing University, Chongqing 400044, China );Image Fusion Using Lifting Stationary Wavelet Transform and Adaptive PCNN[J];Opto-Electronic Engineering;2010-12
2 YI Zheng-jun,LI Hua-feng,SONG Rui-jing(College of Mathematics and Physics,Chongqing University,Chongqing 400044, China);Image fusion algorithm based on nonsubsampled lifting wavelet-Contourlet transform[J];Optical Technique;2009-06
3 HE Wei(Collage of Mathematics and Computer Science,Hubei University,Wuhan 430062,China);An Image Edge Detection Method based on Lifting Wavelet Transform[J];Computer Knowledge and Technology;2012-22
4 LI Zhaofei,CHAI Yi,GUO Maoyun,LI Huafeng(College of Automation,Chongqing University,Chongqing 400044,China);Multifocus image fusion scheme based on feature contrast in lifting stationary wavelet domain[J];Journal of Chongqing University;2012-10
5 FENG Peng,WANG Jing,WEI Biao,CHEN Chao(Key Laboratory of Optoelectronics Technology & System,Ministry of Education,College of Optoelectronics Engineering,Chongqing University,Chongqing 400044,China);A fusion algorithm for GFP images and phase-contrast images based on Contourlet transform[J];Journal of Optoelectronics.Laser;2013-01
6 YANG Ke-ming,ZHANG Tao,WANG Li-bo,QIAN Xiao-li,WANG Lin-wei,LIU Shi-wen College of Geoscience and Surveying Engineering,China University of Mining & Technology(Beijing),Beijing 100083,China;Harmonic Analysis Fusion of Hyperspectral Image and Its Spectral Information Fidelity Evaluation[J];Spectroscopy and Spectral Analysis;2013-09
7 LI Yi;YIN He-feng;WU Xiao-jun;School of Digital Media,Jiangnan University;International Colleges,Qingdao University;School of Internet of Things Engineering, Jiangnan University;;A fast image fusion method by integrating compressed sensing with PCNN[J];Journal of Optoelectronics·Laser;2013-09
8 YANG Bo;JIA Zhen-hong;QIN Xi-zhong;YANG Jie;Hu Raphael;College of Information Science and Engineering,Xinjiang University;Institute of Image Processing and Pattern Recognition,Shanghai Jiao Tong University;Knowledge Engineering and Discovery Research Institute,Auckland University of Technology;;Remote sensing image enhancement based on Shearlet transform[J];Journal of Optoelectronics.Laser;2013-11
9 LI Yi;WUXiao-jun;School of Internet of Things Engineering,Jiangnan University;International College,Qingdao University;;A Novel Image Fusion Method Using Self-adaptive Dual-channel Pulse Coupled Neural Networks Based on PSO Evolutionary Learning[J];Acta Electronica Sinica;2014-02
10 HU Yucheng;WANG Chuangxin;Department of Electrical and Information Engineering,Changsha University of Technology;;An Image Fusion Algorithm Based on NSCT and PCNN[J];Electronic Science and Technology;2014-04
China Proceedings of conference Full-text Database 1 Hits
1 YANG Yong~1,ZHENG Wenjuan~1,HUANG Shuying~2,WEI Wenming~1,LIU Xinyun~1 (1.School of Information Technology,Jiangxi University of Finance and Economics, Nanchang 330032,China; 2.School of Software and Communication Engineering,Jiangxi University of Finance and Economics, Nanchang 330032,China);An adaptive multi-focus image fusion method based on genetic algorithm[A];[C];2013
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 JIAO Li-cheng,TAN Shan (National Key Lab for Radar Signal Processing and Institute of Intelligent Information Processing,Xidian University,Xi'an,Shaanxi 710071,China);Development and Prospect of Image Multiscale Geometric Analysis[J];Acta Electronica Sinica;2003-S1
2 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
3 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
4 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
5 Wang Jia,JIANG Xiao-yu,JI Bo-gong(Department of Control Engineering,The Academy of Armored Forces Engineering,Beijing 100072,China);An algorithm to fuse gray-scale infrared and visible light image Based on perceptual color space[J];Journal of Optoelectronics.Laser;2008-09
6 Xiaobo Qu Jingwen Yan Guofu Xie Ziqian Zhu Bengang Chen ~1Department of Communication Engineering,Xiamen University,Xiamen 361005 ~2Department of Electronic Information Engineering,Shantou University,Shantou 515063 ~3Department of Software Engineering,Xiamen University,Xiamen 361005 ~4Research Institute of Chinese Radar Electronic Equipment,Wuxi 214063;A novel image fusion algorithm based on bandelet transform[J];中国光学快报(英文版);2007-10
7 YE Chuan-qi1,2,WANG Bao-shu1,MIAO Qi-guang1(1 School of Computer Science,Xidian University,Xi'an 710071,China)(2 College of Electronic Information Engineering,Henan University of Science & Technology,Luoyang,Henan 471003,China);Fusion Algorithm of Infrared and Visible Images Based on Region Feature[J];Acta Photonica Sinica;2009-06
8 ZHOU Pu-cheng, HAN Yu-sheng, XUE Mo-gen, WANG Feng, ZHANG Lei(Department of Information Engineering, Artillery Academy of PLA, Hefei 230031, China);Polarization Image Fusion Approach Based on Non-Negative Matrix Factorization and IHS Color Model[J];Acta Photonica Sinica;2010-09
9 Liu Kun a,Guo Lei a,Li Huihui a,Chen Jingsong b a Department of Automation,Northwestern Polytechnical University,Xi'an 710072,China b Chinese Aeronautical Radio Electronics Research Institute,Shanghai 200233,China;Fusion of Infrared and Visible Light Images Based on Region Segmentation[J];中国航空学报(英文版);2009-01
10 XIA Ming\|ge\+\{1,2\}, HE You\+1, OUYANG Wen\+2, XIU Jian\|juan\+\{1,2\}, XIA Shi\|chang\+1 (1.Department of Electronic Engineering, Naval Aeronautical Engineering Institute, Yantai 264001, China; 2.Department of Weaponry Engineering, Naval University of Engineering, Wuhan 430033, China)\;\;;Overview of wavelet-analysis-based image fusion[J];Infrared and Laser Engineering;2003-02
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