Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Shanghai Jiaotong University》 2014-10
Add to Favorite Get Latest Update

Image Fusion Based on Random Projection and Sparse Representation

WANGRui;DU Lin-feng;CHEN Jun-li;WAN Wang-gen;School of Communication and Information Engineering,Shanghai University;  
In order to reduce the computational cost while maintaining the sufficient fusion quality,a novel notion of image fusion approach was explored combining fusion with data compression based on compressed sensing.First,the sensing data was compressed by random projection.Then,the sparse coefficients were obtained on compressed samples by sparse representation.Finally,the fusion coefficients were combined with the fusion impact factor and the fused image was reconstructed from the combined sparse coefficients.Experimental results validate its rationality and effectiveness,which can achieve comparable fusion quality on less compressed sensing data.
【Fund】: 国家自然科学基金(61301027 11274226)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.
Chinese Journal Full-text Database 2 Hits
1 LIU Gui-xi, ZHAO Shu-guang, YANG Wan-hai (School of Electronic Engineering,Xidian University,Xian 710071,China);Multi-sensor Image Fusion Scheme Based on Gradient Pyramid Decomposition[J];Journal of Optoelectronics.laser;2001-03
2 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
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 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
3 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
4 ZHANG Da-ming1,2,LI Lu1,FU Mao-sheng2,LUO Bin2(1.Department of Mathematics and Physics,Anhui Institute of Architecture and Industry,Hefei 230022,China;2.Key Laboratory of Intelligent Computing and Signal Processing of Anhui University,Hefei 230039,China);PAN AND MULTI-SPECTRAL REMOTE SENSING IMAGE FUSION BASED ON WAVELET TRANSFORM[J];Remote Sensing for Land & Resources;2008-01
5 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
6 Zeng Liqing Liu Aihua (East China Institute of Technology,Fuzhou 344000,Jiangxi);Research on Method of Infrared and Visible Light Sequences Image Fusion[J];Computer & Telecommunication;2008-07
7 FENG-Xin1*,WANG-Xiao ming1,DANG-Jian wu2,SHEN-Yu2(1.Department of Electrical and Information and Information Engineering,Lanzhou University of Technology Lanzhou 730050,China;2.Telecommunications college,Lanzhou Jiaotong University 730050,China);Fusion of infrared and visible images based on Shearlet transform[J];Journal of Optoelectronics.Laser;2013-02
8 SHEN Yu1,DANG Jian-wu1,FENG Xin2,WANG Yang-ping1,HOU Yue1 1.School of Electronic and Information Engineering,Lanzhou Jiaotong University,Lanzhou 730070,China 2.College of Mechanical Engineering,Chongqing Technology and Business University,Chongqing 400067,China;Infrared and Visible Images Fusion Based on Tetrolet Transform[J];Spectroscopy and Spectral Analysis;2013-06
9 ZHAO Fei-xiang;TAO Zhong-xiang;Campaign and Command Department,Aviation University of Air Force;;The quality evaluation method for infrared and visible image fusion based on the mutual information[J];Electronic Design Engineering;2013-17
10 Zhang Bing-chen;Dai Bo-wei;Institute of Electronics Chinese Academy of Sciences;University of Chinese Academy of Sciences;Computer Network Information Center Chinese Academy of Sciences;;Compressed Sampling for Neural Action Potentials Based on Random Convolution[J];Journal of Electronics & Information Technology;2013-09
China Proceedings of conference Full-text Database 3 Hits
1 Jianxun Zhao Jihai Huang Zhongzhou University Zheng zhou, China, 450044;Compressed Sensing Applied to Wireless Sensor Networks Security[A];[C];2012
2 Liang Xu 1 , Junping Du 1 , JangMyung Lee 2 , Qian Hu 1 , Zhenhong Zhang 1 , Ming Fang 1 , Qian Wang 1 1. Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, School of Computer Science, Beijing University of Posts and Telecommunications, Beijing 100876, China2. Department of Electronics Engineering Pusan National University, Busan 609-735, Korea;Multifocus Image Fusion Using Local Perceived Sharpness[A];[C];2013
3 Qingping Li, Junping Du, Fuzhao Song, Chao Wang, Honggang Liu, Cheng Lu Beijing Key Lab of Intelligent Telecommunication Software and Multimedia, School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, 100876, China;Region-based Multi-focus Image Fusion Using the Local Spatial Frequency[A];[C];2013
【Secondary Citations】
Chinese Journal Full-text Database 5 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 ZHANG Qiang~(),GUO Bao-long(ICIE Institute,School of Electromechanical Engineering,Xidian University,Xi'an 710071,China);Fusion of Multisensor Images Based on the Curvelet Transform[J];Journal of Optoelectronics.laser;2006-09
3 Li Zhenhua1 Jing Zhongliang 1,2 Sun Shaoyuan1 Liu Gang1 1 Institute of Aerospace Information and Control, School of Electrical and Information Engineering, Shanghai Jiaotong University, Shanghai 200030 2 Institute of Aerospace Science & Technology, Shanghai Jiaotong University, Shanghai 200030;Remote Sensing Image Fusion Based on Steerable Pyramid Frame Transform[J];Acta Optica Sinica;2005-05
4 LIU Gui Xi YANG Wan Hai (School of Electronic Engineering, Xidian University, Xi’an, Shaanxi 710071, China);IMAGE FUSION SCHEME OF PIXEL-LEVEL AND MULTI-OPERATOR FOR INFRARED AND VISIBLE LIGHT IMAGES[J];Journal of Infrared and Millimeter Waves;2001-03
5 WANG Hong, JING Zhong-liang, LI Jian-xun(Institute of Aerospace Information and Control, Shanghai Jiaotong University, Shanghai 200030, China);An Image Fusion Approach Based on Object Region[J];Chinese Journal of Lasers;2005-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved