Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Optoelectronics.laser》 2006-09
Add to Favorite Get Latest Update

Fusion of Multisensor Images Based on the Curvelet Transform

ZHANG Qiang~(),GUO Bao-long(ICIE Institute,School of Electromechanical Engineering,Xidian University,Xi'an 710071,China)  
The characteristics of the Curvelet transform are studied,and a novel algorithm to fuse multi-sensor images based on the Curvelet transform is proposed in this paper.Firstly,the curvelet transform is used to perform a multi-scale and multi-orientation decomposition of each image.And then,the Curvelet coefficients for the fused image can be obtained by means of different fusion rules.Finally,the fused image is reconstructed by the inverse Curvelet transform.The proposed method is successfully used to merge several sets of multi-sensor images with different modalities.The experimental results indicate that the proposed approach can avoid the introduction of the artifacts and the high frequency noise and can significantly outperform the traditional wavelet-transform-based image fusion method in terms of both visual quality and objective evaluation criteria.
【Fund】: 国家自然科学基金资助项目(60572152);; 教育部优秀青年教师资助计划资助项目
【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 10 Hits
1 WANG Zhongni YU Xianchuan ZHANG Libao(College of Information Science and Technology,Beijing Normal University,100875,Beijing,China);A REMOTE SENSING IMAGE FUSION ALGORITHM BASED ON NON-NEGATIVE MATRIX FACTORIZATION[J];Journal of Beijing Normal University(Natural Science);2008-04
2 DING Lan(College of Information Science & Technology,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Multifocus Image Fusion Based on Contorlet Transform[J];Computer Knowledge and Technology;2008-34
3 ZHANG Qiang,GUO Bao-long(Institute of Intelligent Control and Image Engineering,School of Electromechanical Engineering,Xidian University,Xi'an 710071,China);Fusion of remote sensing images based on the second generation Curvelet transform[J];Optics and Precision Engineering;2007-07
4 ZHANG Qiang, GUO Bao-long(ICIE Institute, School of Electromechanical Engineering,Xidian University, Xi′an 710071,China);Fusion of Multifocus Images Based on the Nonsubsampled Contourlet Transform[J];Acta Photonica Sinica;2008-04
5 LU Ya-ning,GUO Lei,LI Hui-hui(College of Automation,Northwestern Polytechnical University,Xi′an 710129,China);Remote Sensing Image Fusion Using Edge Information and Features of SAR Image Based on Curvelet Transform[J];Acta Photonica Sinica;2012-09
6 LU Ya-ning,GUO Lei,LI Hui-hui (College of Automation,Northwestern Polytechnical University,Xi'an 710129,China);Remote Sensing Image Fusion Using Edge Information[J];Opto-Electronic Engineering;2012-09
7 HAN Liang,LI Chanfei,PU Xiujuan(College of Communication Engineering,Chongqing University,Chongqing 400044,China);Fusion method for infrared and visible light images based on image segmentation and stationary wavelet transform[J];Journal of Chongqing University;2013-06
8 ZHANG Qiang,GUO Bao-Long(ICIE Institute,School of Electromechanical Engineering,Xidian University,Xi'an 710071,China);FUSION OF INFRARED AND VISIBLE LIGHT IMAGES BASED ON NONSUBSAMPLED CONTOURLET TRANSFORM[J];Journal of Infrared and Millimeter Waves;2007-06
9 CHEN Mu-sheng(Department of Physics,Quanzhou Normal University,Quanzhou 362000,China);Image Fusion Method Based on Curvelet Transform[J];Computer Engineering;2010-23
10 Hu Gang1,2),Ji Xiaomin1),Liu Zhe3),and Qin Xinqiang2) 1)(Faculty of Mechanical and Precision Instrument Engineering,Xi'an University of Technology,Xi'an 710048) 2)(School of Science,Xi'an University of Technology,Xi'an 710048) 3)(School of Science,Northwestern Polytechnical University,Xi'an 710072);Regional Feature Self-Adaptive Image Fusion Method Based on Nonsubsampled Steerable Pyramid Transform[J];Journal of Computer-Aided Design & Computer Graphics;2012-05
China Proceedings of conference Full-text Database 1 Hits
1 Lei Hong-yu+, Zhong Guang-jun School of Computer Science, National University of Defense Technology, Changsha 410073, China;The optimization of fusion of remote sensing images based on the second generation Curvelet transform[A];[C];2008
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 SONG Yang1,2,WANG Fei-lu1(1.School of Electronics and Information Engineering,Anhui University of Architecture,Hefei230601,China; 2.School of Electronics and Information Engineering,Anhui University,Hefei230039,China);The fusion algorithms of remote sensing images based on multiresolution analysis[J];Journal of Anhui University(Natural Science Edition);2011-02
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 YANG Shou yi, LUO Wei xiong (Dept. of Electronics Engineering, Beijing Institute of Technology, Beijing100081, China);A Method of Objectively Assessing Image Quality Based on High Order Statistics[J];Journal of Beijing Institute of Technology;2001-05
4 WANG Lingxue, JIN Weiqi,LIU Guangrong, GAO Zhiyun (Department of Optical Engineering, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China);Color Fusion Schemes for Night Vision Images Based on Lateral Inhibition[J];Journal of Beijing Institute of Technology;2003-04
5 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
6 SONG Wen-lei,ZHAO Yan-hua,XIE Mu-jun (Electrical and Electronic Engineering Institute,Changchun University of Technology,Changchun 130012,China);Image enhancement based on rigdelet transform[J];Journal of Changchun University;2007-02
7 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];Chinese Journal of Sensors and Actuators;2010-09
8 LI Ren-he1,2(1.Huai'an College of Information Technology,Huai'an 223003,China;2.Jiangsu R&D Center of Electronics Equipment Manufacturing Engineering,Huai'an 223003,China);A novel multi-sensor color image enhanced fusion algorithm[J];Transducer and Microsystem Technologies;2010-05
9 XU Han①②, YAN Qin②,XU Pan-lin③, FANG Rong-xin③(①Land Use Key Laboratory of the Ministry of Land and Resources P.R.C, Beijing 100035; ②Chinese Academy of Surveying and Mapping, Beijing 100039, China; ③Geoinformation Science & Engineering College, Shandong University of science and Technology, Qingdao 266510);A study of optimal bands selection and evaluation methods on performance of multi-source remote sensing image fusion[J];Science of Surveying and Mapping;2007-03
10 Qiu Zhicheng(Research Institute of Surveying and Mapping);A RESEARCH OF DATA MERGING FORREMOTE SENSING IMAGE[J];Acta Geodaetica Et Cartographic Sinica;1990-04
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 WU Ligang1,HE Wenrong2,HU Jinsun2,ZHOU Fangjie2,SONG Baoan1,SHEN Xiang1,WANG Xunsi1,DAI Shixun1,XU Tiefeng1(1. College of Information Science and Engineering,Ningbo University,Ningbo 315211,CHN; 2. Ningbo Ligong Online Monitoring Technology Co.,Ltd,Ningbo 315800,CHN);Study on Daytime Camera for Corona Discharge Detection[J];Semiconductor Optoelectronics;2010-03
2 XING Su-xia (College of Information Engineering,Beijing Technology and Business University, Beijing 100048,China);REAL-TIME FUSION SYSTEM HARDWARE DESIGN OF VISUAL/IR IMAGE BASED ON DSP AND FPGA[J];Journal of Beijing Technology and Business University(Natural Science Edition);2008-06
3 CAO Tingting YU Xianchuan(Department of Information Science and Technology,Beijing Normal University,100875,Beijing,China);SPARSE COMPONENT ANALYSIS BASED ON LINEAR CLUSTERING AND APPLICATION TO BLIND SOURCE SEPARATION[J];Journal of Beijing Normal University(Natural Science);2010-01
4 ZHANG Jian-xun,NIU Wen-bin,ZHANG Kai-wen (Chongqing University of Technology,Chongqing 400054,China);Improved Image Fusion Algorithm Based on Wavelet Transform[J];Journal of Chongqing University of Technology(Natural Science);2012-01
5 CHEN Xue-tang,ZHANG Yuan,YANG Kun-ping,CHEN De-min(College of Inforfation Science and Engineering,Henan University of Technology,Zhengzhou 450001,China);Testing-image enhancement based on Ⅱ Curvelet algorithm[J];Transducer and Microsystem Technologies;2008-12
6 MA Yao,NA Yan,ZHANG Shoujiang,LIU Zhen (School of Electronic Engineering,Xidian University,Xi'an 710071,China);Remote Sensing Image Fusion Based on Curvelet Transform and Fractal[J];Electronic Science and Technology;2012-05
7 YAO Guiguo,LIANG Jinxiang,ZUO Baoqi(College of Textile and Clothing Engineering,Soochow University,Suzhou,Jiangsu 215021,China);Fabric image mosaicing technology based on grille[J];Journal of Textile Research;2012-02
8 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
9 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
10 LIU Jian-hua1,2(1.Spatial Information Research Center of Fujian Province,Fuzhou University,Fuzhou 350002,China;2.Key Laboratory of Spatial Data Mining & Information Sharing of Ministry of Education,Fuzhou 350002,China);A Comparative Study of Six Methods for the Fusion of QuickBird Multispectral and Pan Images in Consideration of Segmentation Effect[J];Remote Sensing for Land & Resources;2010-03
China Proceedings of conference Full-text Database 3 Hits
1 SHANG Xiao-qing~1,ZHANG Jing-fa~1,MENG Yu~2,LU Jing~1,HU Le-yin~1 (1.Institute of Crustal Dynamics,CEA,Beijing 100085,China;2.Institute of Remote Sensing Application,CAS,Beijing 100101,China);Image Processing and Comparison of the Wenchuan Earthquake Using Fusion methods——Case Study of the Beichuan Area[A];[C];2008
2 Luo Mi Li Hongsong (Faculty of Information Science and Technology Yunnan University Kunming 650091 China);Images denoising with Wiener filter in Contourlet domain[A];[C];2008
3 Wu Zhiguo Zhao Jian (Changchun Institute of Optics,Fine Mechanics and Physics, the Chinese Academy of Sciences,Changchun 130033,China);Image fusion algorithm using multi-feature analysis based on Curvelet transform[A];[C];2010
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved