Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Opto-electronic Engineering》 2005-08
Add to Favorite Get Latest Update

Multi-focus image fusion scheme with wavelet transform

CHU Heng,LI Jie,ZHU Wei-le(School of Electronic Engineering,UEST of China,Chengdu 610054,China)  
A multi-resolution image fusion method using local gradient of low frequency coefficients is proposed. According to local gradient information, wavelet low frequency coefficient obtained from source image is selected to compose respective low frequency coefficient of the fused image. The fused image by the proposed method is evaluated with some parameters such as average error, peak signal noise rate, root mean square error, difference index and entropy, in comparison with three other conventional methods. Experimental results show that most evaluation specifications acquired with this method are better than those with three other methods. The optimal wavelet decomposition level with this method consists of two levels, while that of the others consists of five levels. The less the optimal wavelet decomposition level is, the less the computational operation of image fusion will be. This method reduces the computational load and improves the quality of image fusion.
【CateGory Index】: TN911.73
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 10 Hits
1 YAN Li-ping1,LIU Bao-sheng1,2,ZHOU Dong-hua1(1.Department of Automation,Tsinghua University,Beijing 100084,China;2.Equipment Academy of Airforce,Beijing 100085,China);Novel multi-resolution image fusion algorithm based on Kalman filtering[J];Opto-Electronic Engineering;2007-03
2 CHEN Mi1, 2,XUAN Jian-hui3,LI De-ren2,QIN Qian-qing2,JIA Yong-hong4 ( 1. College of Education Technology, Capital Normal University, Beijing 100037, China; 2. State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China; 3. College of Computing Science, Wuhan University, Wuhan 430079, China; 4. College of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China );Image fusion algorithm based on independent component analysis[J];Opto-Electronic Engineering;2007-06
3 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
4 YI Zheng-jun,LI Hua-feng,SONG Rui-jing(College of Mathematics and Physics,Chongqing University,Chongqing 400044,China);Spatial Frequency Ratio Image Fusion Method Based on Improved Lifting Wavelet Transform[J];Opto-Electronic Engineering;2009-07
5 XU Li-qun,YE Zi,XU Shan-cai,YU Fei-hong(State Key Laboratory of Modern Optical Instrumentation,Zhejiang University,Hangzhou 310027,China);A fast and easy fusion method for multi-focus micro-image[J];Optical Instruments;2007-05
6 LI Gang,WANG Lei,ZHANG Ren-bin ( School of Computer and Information, Hefei University of Technology, Hefei 230009, China );Infrared and Visible Image Fusion Based on Feature Energy[J];Opto-Electronic Engineering;2010-03
7 LIU Guo-quan,YAO Yi(Electronics and Information Engineering Dept.,Sichuan University of Science & Technology,Zigong 643000,China);Multi-focus Image Fusion Using Discrete Multiwavelet Transform[J];Journal of Sichuan University of Science & Engineering(Natural Science Edition);2007-05
8 WANG Huan,WANG Shi-jie,BAO Xu-dong(Laboratory of Image Science and Technology,Southeast University,Nanjing 210096,China);A Study of Fusion Method for Functional Image and Anatomic Image[J];Journal of Biomedical Engineering Research;2007-02
9 SUN Wei1), WANG Ke1), YUAN Guo-liang2), WANG Nan1)1) (School of Communication Engineering, Jilin University, Changchun 130025)2) (College of Information Engineering ,Shanghai Maritime University, Shanghai 200135);A Multi-focus Image Fusion Algorithm in the Complex Wavelet Domain[J];Journal of Image and Graphics;2008-05
10 FU Zhaoxia~1,HAN Yan~1,LIU Xiaoli~2(1.National Key Lab for Electronic Measurement and Technology,University of North China,Taiyuan 030051,China;2.Xingtai Polytechnic College,Xingtai 054035,China);A new method for multi-focus color image fusion[J];Chinese Journal of Stereology and Image Analysis;2006-03
China Proceedings of conference Full-text Database 1 Hits
1 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
Chinese Journal Full-text Database 6 Hits
1 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
2 CHEN Mu-sheng, DI Hong-wei (Department of Physics, Jinan University, Guangzhou 510632, China);Study on optimal wavelet decomposition level for multi-focus image fusion[J];Opto-electronic Engineering;2004-03
3 WANG Hai-hui, PENG Jia-xiong, WU Wei Institute for Pattern Recognition and Artificial Intelligence, Huazhong University of Science & Technology, Wuhan 430074, China);Comparison of the methods of evaluating the performance of multi-sensor image fusion[J];Infrared and Laser Engineering;2004-02
4 QIN Zheng 1 ,BAO Fu - min 1,2 ,LI Ai - guo 1,3 ,YANG Bo 1 (1Department of Computer Science,Xi'an Jiaotong University,Xi'an710049,China)(2No.210Institute of China Aerospace Science&Industry Gorp.,Xi'an710065,China)(3Department of Computer Science,Xi'an University of Science and Technology,Xi'an710054,China);Multisensor Image Fusion and Its Application:A Survey[J];Microelectronics & Computer;2004-02
5 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
6 WANG Wei-wei~1, SHUI Peng-lang~1, SONG Guo-xiang~2;2. School of Science, Xidian University, Xi'an 710071, China);Multi-focus image fusion in wavelet domain[J];Systems Engineering and Electronics;2004-05
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 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
3 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
4 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
5 GUO Hui-xin (Department of Mechanical Engineering, Changde Teachers University,Changde Hunan,415003);CHAOS GENETIC OPTIMAL ALGORITHM AND DESIGN OF ITS PROGRAM[J];Journal of Changde Teachers University;2002-04
6 Li Jun, Zhou Yueqin, Li Deren (LIESMARS,Wuhan Technical University of Surveying and Mapping,Wuhan, Hubei, 430079);A New Fusion Approach Based on Local Histogram Matching Filtering Techniques[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1999-03
7 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
8 LIU Zhe~1,HAO Chong-yang~1,FENG Wei~2,LIU Xiao-xiang~1,FAN Yang-yu~1 (1.Department of Electronic Engineering, Northwestern Polytechnic University, Xi'an 710072, China; 2. Department of Computer Science, Northwestern Polytechnic University, Xi'an 710072, China);A Remotely Sensed Image Fusion Method Based on Wavelet Coefficient Features[J];Acta Geodaetica Et Cartographic Sinica;2004-01
9 LIU Xian-rong(Chongqing University of Science and Technology,Chongqing 400050);On Realization of Video Capture in Windows[J];;2006-02
10 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
【Secondary References】
Chinese Journal Full-text Database 6 Hits
1 GUO Wu,ZHANG Peng,WANG Run-sheng ATR Lab,National University of Defense Technology,Changsha 410073,China;Independent Component Analysis and its applications in image processing[J];Computer Engineering and Applications;2008-23
2 CHEN Mu-sheng Department of Physics,Quanzhou Normal University,Quanzhou,Fujian 362000,China;New multi-focus color image fusion method based on wavelet transform[J];Computer Engineering and Applications;2008-32
3 CHEN Rong-Yuan1,2,3 LIN Li-Yu3 WANG Si-Chun1,2 QIN Qian-Qing3 1.College of Information,Hunan University of Commerce,Changsha 410205 2.Management Engineering Institute of Hunan University of Commerce,Changsha 410205 3.State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,Wuhan 430079;Remote Sensing Image Fusion Based on Differential Evolution Algorithm under Data Assimilation Framework[J];Acta Automatica Sinica;2010-03
4 SHANG Li1,DU Ji-xiang2,3,4(1.Department of Electronic Information Engineering,Suzhou Vocational University,Suzhou 215104,China;2.Department of Automation,University of Science and Technology of China,Hefei 230026,China;3.Institute of Intelligent Machines,Chinese Academy of Sciences,Hefei 230031,China;4.Department of Computer Science and Technology,Huaqiao University,Quanzhou 362021,China);Image feature extraction based on sparse ICA with ι~∞ norm and FCM[J];Computer Engineering and Design;2010-04
5 WANG Shuang,HOU Biao,FU Haijun,JIAO Licheng(Institute of Intelligent Information Processing and Key Laboratory for Radar Signal Processing Xidian University,Xi'an 710071,China);Image fusion via dual-tree complex wavelet transform based on directional contrast and local variation[J];Chinese Journal of Stereology and Image Analysis;2009-02
6 LU Xun,WANG Dongsheng,LUO Shaopeng(Institute of Science,Information Engineering University,Zhengzhou,450001,China);Multi-focus Color Image Fusion Pre-processing[J];Modern Electronics Technique;2009-13
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
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 XIA Ming ge 2, HE You 1, TANG Xiao ming 2, XIA Shi chang 1 (1. Naval Aeronautical Engineering Institute, Yantai 264001, China; 2. Dept.of Weaponry Eng., Naval Univ. of Engineering, Wuhan 430033, China);A survey on multisensor image fusion[J];Electronics Optics & Control;2002-04
2 Mei Jianping;Quan Ziyi(Beijing Univ. of Posts & Telecomm.,Beijing 100088);Orthogonal Frequency Division Multiplexing and Its Application to High Speed Digital Communication[J];TELECOMMUNICATIONS SCIENCE;1995-04
3 LIU Jie, LI Zheng, KANG Ke-jun (Department of Engineering Physics, Qinghua University, Beijing 100084, China);Multi-Resolution CT Imaging and Image Processing Algorithm with Wavelet Transform[J];Opto-electronic Engineering;2002-02
4 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
6 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
7 CHEN Yong, PI De\|fu, ZHOU Shi\|yuan, GU Dong\|sheng (School of Electronic Engineering and Photoelectric Technology, Nanjing University of Science and Technology, Nanjing, China, 210094)\;\;;Study for infrared image fusion based on wavelet transform[J];Infrared and Laser Engineering;2001-01
8 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
9 LIU Gui Xi YANG Wan Hai(School of Electronic Engineering, Xidian University, Xi′an 710071);A WAVELET-DECOMPOSITION-BASED IMAGE FUSION SCHEME AND ITS PERFORMANCE EVALUATION[J];;2002-06
10 LIU Heng, LI Zu-shu, LI Xue-mei, SHAO Gui-fang, ZHANG Hua (Institute of Intelligent Automation of Chongqing University, Chongqing A-region, Chongqing 400044, China);Imaging Technology of Self-help Photography under Virtual Background[J];Acta Simulata Systematica Sinica;2003-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved