Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Opto-Electronic Engineering》 2008-11
Add to Favorite Get Latest Update

Improved Image Fusion Algorithm Based on Local Energy

GONG Chang-lai (Dept. of Electronic and Information Engineering,Jiaying University,Meizhou 514015,Guangdong Province,China)  
An image fusion algorithm based on local energy processing of wavelet coefficient is analyzed. To overcome its disadvantage of insufficient consideration for local pixel independent information,an improved algorithm is proposed. The improved algorithm combines the local energy selection and weighted average fusion rule by using the phase information of window center pixel. When the high frequency wavelet coefficients of the two source images are the same in phase,maximum rule of local energy is used to select the high frequency wavelet coefficient of the fusion images. When the two coefficients are reversal in phase,weighted average rule of local energy is used to obtain the coefficient. Experiment results show the effectiveness of the improved algorithm.
【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 2 Hits
1 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];西北工业大学学报;2014-04
2 JIANG Zhuo-bin,HU Bin-jie(School of Electronics and Information Engineering,South China University of Technology,Guangzhou 510641,China);Demonstration platform for multi-focus color image fusion[J];计算机工程与设计;2011-11
【Citations】
Chinese Journal Full-text Database 5 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];电视技术;2007-S1
2 ZHAO Tian-yun (Department of Information Management,Zhengzhou University,Zhengzhou 450001,China);Image fusion method base on variance[J];河南理工大学学报(自然科学版);2007-03
3 ZHOU Ruirui,BI Duyan,CHEN Zhenhua(Signal and Information Processing Lab,the Fourth Department,Engineering College Air Force Engineering University,Shanxi Xi'an 710038,China);An adaptive image fusion algorithm based on local energy[J];中国体视学与图像分析;2006-03
4 Hou Jianhua Assoc Prof,College of Electronics and Information Engineering,SCUFN,Wuhan 430074,China Xiong Chengyi Yu Shenghui;Multi-Resolution Image Fusion Based on Feature of Local Wavelet Energy[J];中南民族大学学报(自然科学版);2006-02
5 MIAO Qi-Guang;WANG Bao-Shu School of Computer Science, Xidian University, Xi'an 710071 Guilin University of Electronic Technology, Guilin 541004;Multi-Focus Image Fusion Based on Wavelet Transform and Local Energy[J];计算机科学;2005-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Hu Chunguang;Jin Liyuan;Zou Jing;Hu Xiaodong;School of Precision Instrument and Opto-Electronics Engineering,Tianjin University;Center for Mathematics and Information Interdisciplinary Science ( SCMIIS);;Dual-Energy X-Ray Image Enhancement Algorithm Based on Wavelet Fusion[J];纳米技术与精密工程;2016-06
2 REN Qing;College of Information,Shanxi Agriculture University;;Medical Image Fusion Based on Wavelet Weight Coefficients and Average Gradient[J];计算机与数字工程;2016-09
3 REN Xiaoxia;SUN Xiuming;GENG Peng;SU Xing;Science department ,Zhangjiakou University;School of Information Science and Technology,Shijiazhuang Tiedao University;;Multifocus image fusion using a recursive filter in the combined domain of multiwavelets and NSDFB[J];智能系统学报;2016-02
4 FAN Fu-wei;HU Hong-ping;School of Science,North University of China;;A multi-focus image fusion method based on Contourlet transform[J];高师理科学刊;2015-02
5 WANG Fei;WANG Yao;SHI Caicheng;Unit 93408 of PLA;School of Life Science and Technology,Beijing Institute of Technology;;Multi-focus image fusion using shearlet transform[J];计算机工程与应用;2016-02
6 MENG Qiangqiang;YANG Guang;TONG Tao;ZHANG Jianfeng;Department of Aerospace Intelligence,Aviation University of Air Force;;Fusion algorithm of multifocus images based on wavelet transform[J];国土资源遥感;2014-02
7 WANG Xin1,2,LI Wei-lin1,LIU Fu2(1.College of Computer Science and Engineering,Changchun University of Technology,Changchun 130012,China;2.College of Communication Engineering,Jilin University,Changchun 130022,China);New algorithm of CT/MRI medical image fusion based on wavelet domain[J];吉林大学学报(工学版);2013-S1
8 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];电视技术;2013-01
9 LI Zhe,ZHAO Hao(Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Application of Contourlet Transform in Visible and Iinfrared Images Fusion[J];现代电子技术;2011-24
10 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];电视技术;2011-23
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 GAO Ying1,WANG A-min1,WANG Feng-hua1,GUO Shu-xia2(1.School of Marine Engineering,Northwestern Polytechnical University,Xi’an 710072,China;2.Science and Technology on UAV Laboratory,Northwestern Polytechnical University,Xi’an 710065,China);Application of improved wavelet transform algorithm in image fusion[J];激光技术;2013-05
2 YU Nan-nan1,2 QIU Tian-shuang1 (1.School of Information and Communication Engineering,Dalian University of Technology,Dalian,Liaoning 116024,China;2.College of Electronic Science,Northeast Petroleum University,Daqing,Heilongjiang 163711,China);Fusion Technology of Infrared and Visible Images in Compressive Sensing[J];信号处理;2012-05
3 YANG Kairui,MENG Fanrong,LIANG Zhizhen School of Computer Science and Technology,China University of Mining and Technology,Xuzhou,Jiangsu 221116,China;Adaptively weighted PCA algorithm[J];计算机工程与应用;2012-03
4 ZHOU Ting, HU Binjie (School of Electronics and Information Engineering, South China University of Technology, Guangzhou 510641, China);Adaptive Algorithm of Multi-Focused Image Fusion Based on Wavelet Transform[J];传感技术学报;2010-09
5 DONG Qian,HUANG Xiao-ming(Department of Mathematics of Science Institute,Beijing Jiaotong University,Beijing 100044,P.R.China);The Stitching Algorithm of Image Fragments Based on OpenCV[J];科学技术与工程;2010-22
6 ZONG Jie-bao,YIN Zhong,CHENG Hong-fei,DUAN Liu-yun,WANG Ying(School of Electronic Information,Wuhan University,Wuhan 430072,China);Research and realization of hybrid programming by calling VC in MATLAB[J];电子设计工程;2010-08
7 Zhao Xiaolei1),2)(Computer Science Department of Weinan Teachers University1),Weinan 714000)(College of Computer Science and Technology,Xi'an University of Science and Technology2),Xi'an 710054);Study on Wavelet Fusion Algorithm Based on Local Energy[J];计算机与数字工程;2010-07
8 LU Xun,WANG Dongsheng,LUO Shaopeng(Institute of Science,Information Engineering University,Zhengzhou,450001,China);Multi-focus Color Image Fusion Pre-processing[J];现代电子技术;2009-13
9 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];光子学报;2009-06
10 ZHOU Zhi-guang1 WANG Xiang-hai1,2(College of Computer and Information Technology,Liaoning Normal University,Dalian 116029,China)1(State Key Laboratory for Novel Software Technology,Nanjing University,Nanjing 210093,China)2;Image Fusion Algorithm Based on the Neighboring Relation of Wavelet Coefficients[J];计算机科学;2009-05
【Secondary References】
Chinese Journal Full-text Database 6 Hits
1 YIN Xiang;MA Jun;Computer and Information Engineering College,Henan University;;Combining wavelet packet and non-subsampled contourlet transform for fusion method of infrared and visible images[J];激光杂志;2018-01
2 LIU Fengnian;Application Engineering School,Henan University of Science & Technology;;Application of Deep Boltzmann Machine to Image Fusion[J];河南科技大学学报(自然科学版);2018-01
3 LIU Shuan;LIU Zhiliang;ZHAN Quanchao;College of Information Engineering,Huanghuai University;College of Computer Science and Technology,Taiyuan University of Technology;;Multi-focus image fusion algorithm based on nonsubsampled contourlet transform and region characteristic[J];河南理工大学学报(自然科学版);2017-04
4 Wu Yiquan;Wang Zhilai;College of Electronic and Information Engineering,Nanjing University of Aeronautics and Astronautics;Jiangsu Key Laboratory of Big Data Analysis Technology,Nanjing University of Information Science &Technology;Zhejiang Province Key Laboratory for Signal Processing,Zhejiang University of Technology;Guangxi Key Lab of Multi-Source Information Mining and Security,Institute of Mineral Resources,Guangxi Normal University;Key Laboratory of Geo-Spatial Information Technology,Ministry of Land and Resources,Chengdu University of Technology;Key Laboratory of Metallogeny and Mineral Assessment,Institute of Mineral Resources,Ministry of Land and Resources,Chinese Academy of Geological Sciences;;Infrared and Visible Image Fusion Based on Target Extraction and Guided Filtering Enhancement[J];光学学报;2017-08
5 ZHANG Yaojun;LI Lei;WU Guiling;Department of Computer Science,Xinyang College of Agriculture and Foresty;;Fusion Technique for Multi-focus Images Based on Non-subsampled Shearlet Transform and Image Characteristics[J];电视技术;2015-15
6 XIA Jun;TAO Hongfeng;Key Laboratory of Advanced Process Control for Light Industry,Ministry of Education,Jiangnan University;;Extraction of the Pulse Wave Envelope and the Feature Points Tracking[J];江南大学学报(自然科学版);2015-03
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 HE Tian~1,MA Bing-juan~(1,2) (1.School of Environmental & Hydraulic Engineering,Zhengzhou University,Zhengzhou 450002,China;2.School of Resources and Environment,Henan Polytechnic University,Jiaozuo 454000,China);A Fast Vector Quantification Image Coding Scheme Based on Wavelet Transform[J];河南理工大学学报(自然科学版);2006-02
2 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];光电子技术与信息;2006-02
3 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];光电工程;2004-04
4 WANG Hong, JING Zhong-liang, LI Jian-xun (Institute of Aerospace Information and Control, School of Electrical and Information Technology, Shanghai Jiao Tong University, Shanghai 200030, China);Research and development of multiresolution image fusion[J];控制理论与应用;2004-01
5 NAN Yan,YANG Wan-hai,LI Yong-zhao(School of Electronic Engineering, Xidian Univ., Xi′an710071, China);Image information fusion and synthesis display of medical images[J];西安电子科技大学学报;2004-01
6 Wang Haihui Peng Jiaxiong Wu Wei;Method for evaluating the performance of remote sensing image fusion by mutual information[J];华中科技大学学报(自然科学版);2003-12
7 XIA Ming ge 1, HE You 2, HUANG Xiao dong 1(1. Dept. of Weaponry Eng., Naval Univ. of Engineering, Wuhan 430033, China; 2.Dept. of Electronic Eng., Naval Aeronautical Engineering Institute, Yantai 264001, China);Performance measure rules of multi-sensor image fusion[J];电光与控制;2003-02
8 TAO Guan\|qun\+1, LI Da\|peng\+2, LU Guang\|hua\+1 (Institute of Electronic Engineering, Xidian University, Xi'an 710071, China; 2.School of Electronic Mechanical Engineering, Xidian University, Xi'an 710071, China)\;\;;Study on image fusion based on different fusion rules of wavelet transform[J];红外与激光工程;2003-02
9 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];测试技术学报;2002-04
10 ;Multispectral Image Fusion Using Wavelet Transform[J];电子学报;1997-08
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved