Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Optoelectronics.Laser》 2013-11
Add to Favorite Get Latest Update

Adaptive image fusion based on image quality assessment parameter in FDST domain

CHEN Guang-qiu;GAO Yin-han;College of Instrumentation and Electrical Engineering,Jilin University;State Key Laboratory of Automobile Simulation and Control,Jilin University;  
To enhance multi-source images fusion accuracy,an adaptive fusion method based on image quality assessment parameters in finite discrete shearlet transform(FDST)domain is proposed.Source images are decomposed to subband images with multi-scale and multi-direction by FDST.The low-frequency subband fusion rule is based on structural similarity index with spatial frequency as coefficient weights and the fusion rule of regional window spatial frequency selection max is adopted in the high frequency subbands.Fused low and high frequency coefficients are reconstructed to image by finite discrete shearlet inverse transform.Corresponding fusion experiments are done by several sets of different modality images and objective performance assessments are conducted for fusion results.The experimental results indicate that the proposed algorithm performs better in subjective and objective assessments than a few existing multi-scale fusion techniques in the literature and can obtain better fusion performance.
【Fund】: 高等学校博士学科点专项科研基金(20110061110059);; 吉林省科技发展计划(20110326)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 10 Hits
1 LI Mei-li1,2,LI Yan-jun1,WANG Hong-mei1,ZHANG Ke1(1.College of Astronautics,Northwestern Polytechnical University,Xi'an 710072,China;2.College of Science,Xi'an Shiyou University,Xi'an 710065,China);Fusion Algorithm of Infrared and Visible Images Based on NSCT and PCNN[J];Opto-Electronic Engineering;2010-06
2 LI Hui-hui,GUO Lei,LIU Kun(College of Automation,Northwestern Polytechnical University,Shanxi Xi'an,710072,China);SAR and optical image fusion based on curvelet transform[J];Journal of Optoelectronics.Laser;2009-08
3 HU Gang1,LIU Zhe2,TONG Xiao-hong1,QIN Xin-qiang1(1.School of Science,Xi′an University of Technology,Xi′an 710054,China;2.School of Science,Northwestern Polytechnical University,Xi′an 710072,China);Fusion of multiple images based on integer lifting wavelet transform[J];Journal of Optoelectronics.Laser;2010-01
4 SHI Hui1,2,LIN Chuang1,LI Ming-chu1,SUN Xi-rui1(1.Dalian University of Technology,Dalian 116621,China;2.School Software of Dalian,Dalian 116081,China);Contourlet transform based digital watermarking algorithm robust to geometric distortion[J];Journal of Optoelectronics.Laser;2011-10
5 ZHAO Liang,HE Hong-jie,YIN Zhong-ke(Sichuan Key Laboratory of Signal and Information Processing,Southwest Jiaotong University,Chengdu 610031,China);Texture direction adaptive image interpolation based on Curvelet transform[J];Journal of Optoelectronics.Laser;2012-04
6 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
7 Zhang Qiang,Guo Bao-long(ICIE Institute,School of Electromechanical Engineering,Xidian University,Xi′an 710071,China);Image fusion algorithm using Curvelet transform[J];Journal of Jilin University(Engineering and Technology Edition);2007-02
8 ZENG Li-qing1,JIANG Nian-de2(1.College of Mathematics and Information Sciences,Ease China Institute of Technology,Fuzhou 344000,China;2.College of Information and Electronic Engineering,Ease China Institute of Technology,Fuzhou 344000,China);Image fusion based on correlation coefficient and average gradient[J];Computer Engineering and Design;2010-07
9 YE Chuan-qi1,2,WANG Bao-shu1,MIAO Qi-guang1(1.School of Computer Science,Xidian Univ.,Xi'an 710071,China;2.School of Electronic Information Engineering,Henan Univ.of Science &Technology,Luoyang 471003,China);Fusion algorithm of infrared and visible light images based on NSCT transform[J];Systems Engineering and Electronics;2008-04
10 PAN Yu,WANG Jing,SUN Quan-sen,XIA De-shen School of Computer Science and Technology,Nanjing University of Science and Technology, Nanjing 210094,China;Fusion Strategy of Multi-scale Image Decomposition Combined with Image Quality Evaluation[J];Journal of Applied Sciences;2011-02
Chinese Journal Full-text Database 10 Hits
1 LIAO Bin1,LIU Li-xiong2(1.School of Electric and Electronical Engineering,North China Electric University,Beijing 102206,China;2.School of Computer Science and Technology,Beijing Institute of Technology,Beijing 100081,China);Multifocus Image Fusion Through Spatial Atom Matching[J];Transactions of Beijing Institute of Technology;2008-12
2 CHEN Yipeng(Changsha commerce&tourism college,Changsha 410116);Based on Integer Wavelet Transform by Improved SPIHT Algorithm[J];Computer Programming Skills & Maintenance;2011-22
3 REN Na,LIU Xuejun,ZHU Changqing(Key Laboratory of Virtual Geographic Environment,Ministry of Education,Nanjing Normal University,Nanjing 210046,China);A New Method of Image Fusion for Close-range Image with Different Focuses[J];Journal of Geo-Information Science;2009-05
4 LI Yu-feng1,2,FENG Xiao-yun1,FAN Yong2,HUANG Wen-li2 (1.School of Electrical Engineering,Southwest Jiaotong University,Chengdu 610031,China;2.School of Computer Science and Technology,Southwest University of Science and Technology,Mianyang 621010,Sichuan Province,China);A Fast Multi-sensor Image Mutual Modulation Fusion Algorithm[J];Opto-Electronic Engineering;2011-08
5 YANG Zhao-hui1,2,CHEN Ying2(1.School of Environmental Science and Engineering,Suzhou University of Science and Technology,Suzhou 215011,China;2.Department of Surveying and Geo-Informatics,Tongji University,Shanghai 200092,China);Edge detection algorithm of SAR images based on ROC fusion rule[J];Journal of Optoelectronics.Laser;2010-07
6 WANG Lin-chun,JIANG Yue-song,XIN Yao,SANG Feng(School of Electronic Information Engineering,Beihang University,Beijing,100191 China);Analysis of nonlinear error in reference interferometer of frequency-sweeping interferometry[J];Journal of Optoelectronics.Laser;2010-09
7 WU Jie,ZHOU Jian-jiang,ZHU Jie-hao (College of Information Science and Technology,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Radar target recognition based on the backward cloud model[J];Journal of Optoelectronics.Laser;2010-10
8 TAN Hai-shu1,ZHOU Fu-qiang2,XIONG Ying2,LI Xue-kui1(1.Department of Electronic Information Engineering,Foshan University,Foshan 528000,China;2.Key Laboratory of Precision Opto-mechatronics Technoogy,Ministry of Education of China,Beijing University of Aeronautics and Austronautics Beijing 100191,China);Adaptive enhancement of image brightness and contrast based on neural networks[J];Journal of Optoelectronics.Laser;2010-12
9 LIU Zhe,YANG Yang(School of Science,Northwestern Polytechnical University,Xi′an 710129,China);Novel sparse signal reconstruction algorithm based on compressed sensing theory[J];Journal of Optoelectronics.Laser;2011-02
10 WU Zhi-guo1,2,WANG Yan-jie1(1.Changchun Institute of Optics,Fine Mechanics and Physics,the Chinese Academy of Sciences,Changchun 130033,China)(2.Graduate School of Chinese Academy of Sciences,Beijing 100039,China);Image fusion algorithm using Curvelet transform based on the edge detection[J];Optical Technique;2009-05
China Proceedings of conference Full-text Database 1 Hits
1 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
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LONG Xiao-Jun①,HE Zheng-wei①②,LIU Yan-song①,XU Hui-xi①(①National Laboratory of Geo-hazard Prevention and Geo-environment Protection,Chengdu University of Technology,Chengdu 610059,China;②Science of Earth Institute,Chengdu University of Technology,Chengdu 610059,China;③Sichuan College of Architectural,Deyang 618000,China);Multi-method study of TM and SAR image fusion and effectiveness quantification evaluation[J];Science of Surveying and Mapping;2010-05
2 ZHANG Yi,TANG Xiang-hong (School of Communication Engineering,Hangzhou Dianzi University,Hangzhou 310018,China );Digital watermarking robust to geometric distortions based on image normalization[J];Journal of Circuits and Systems;2009-06
3 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
4 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
5 Cheng Guang-quan Cheng Li-zhi (Science College,National University of Defense Technology,Changsha 410073,China);Direction Adaptive Image Interpolation via Wavelet Transform[J];Journal of Electronics & Information Technology;2009-02
6 FU Xiang, GUO Bao-long(ICIE Institute,School of Mechano-electronic Engineering,Xidian University,Xi′an 710071,China);Area-directed adaptive image interpolation algorithm[J];Journal of Optoelectronics.Laser;2008-02
7 LAI Rui,YANG Yin-tang(School of Microelectronics,Xidian University,Xi′an,Shanxi,710071,China);A new detail preserving image interpolation method based on linear space variant technique[J];Journal of Optoelectronics.Laser;2009-02
8 LI Xin-wei1,GUO Bao-long1,LI Lei-da1,2(1.Institute of Intelligent Control and Image Engineering,Xidian University,Xi'an 710071,China;2.School of Information and Electrical Engineering,China University of Mining and Technology,Xuzhou 221116,China);A statistic-quantization based image watermarking algorithm resisting geometric attacks[J];Journal of Optoelectronics.Laser;2009-08
9 ZHOU Ya-xun,GAI Na,JIN Wei(College of Information Science and Engineering,Ningbo University,Ningbo 3152111,China);The study of a robust digital image bi-watermarking algorithm based on the discrete operation[J];Journal of Optoelectronics.Laser;2009-11
10 DENG Cheng-zhi1,2,SUN Hui1,WANG Sheng-qian1,CAO Han-qiang2(1.Department of Computer Science & Technology,Nanchang Institute of Technology.,Nanchang 330099,China;2.Department of Electronic & Information,Huazhong University of Science & Technology,Wuhan 430074,China);Wavelet and curvelet based image interpolation[J];Journal of Optoelectronics.Laser;2010-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved