Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer Engineering and Applications》 2013-03
Add to Favorite Get Latest Update

Remote sensing image fusion method based on wavelet packet transform with Sobel operator

WEN Liming, PENG Li School of Internet of Things Engineering, Jiangnan University, Wuxi, Jiangsu 214122, China  
Aiming at the problem that spatial information and spectral information are not well compatible in remote sensing image fusion, a remote sensing image fusion method is proposed based on wavelet packet transform with Sobel operator. In this method, multi-spectral image and high resolution image are decomposed by wavelet packet transform. According to the threshold, it uses different fusion rules to get low-frequency coefficient of wavelet, uses Sobel operator to extract high-frequency characteristic value of image, and adopts the best value method to get high-frequency coefficients. Experimental results show that the pro-posed algorithm is superior to the traditional IHS(Intensity, Hue, Saturation)transform, wavelet transform and a combination of both methods. This method not only better retains the spectral information of image, but also enhances the image details, edge feature, and clarity of the image has been improved very well.
【Fund】: 国家自然科学基金(No.60973095)
【CateGory Index】: TP751
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 4 Hits
1 Zhang Yongmei~(* **), Tian Yue~*, Li Bo~* (*Digital Media Laboratory, School of Computer Science and Engineering, Beihang University, Beijing 100191) (**School of Information Engineering, North China University of Technology, Beijing 100144);An adaptive image fusion algorithm based on wavelet transform[J];Chinese High Technology Letters;2010-02
2 YANG Feng-Bao1, NI Guo-Qiang2, ZHANG Lei1 (1.Key Laboratory of the State Education Ministry on Instrumentation Science and Dynamic Measurement, North University of China, Taiyuan 030051,China; 2.Beijing Institute of Technology, Beijing 100081,China);IMAGES FUSION OF SUBDIVISION BAND MWIR BASED ON WAVELET PACKET TRANSFORM[J];Journal of Infrared and Millimeter Waves;2008-04
3 LIU Bin1) PENG Jia-Xiong2) 1)(School of Mathematics and Computer Science,Hubei University,Wuhan 430062) 2)(Institute of Image Recognition and Artificial Intelligence,Huazhong University of Science and Technology,Wuhan 430074);Fusion Method of Multi-Spectral Image and Panchromatic Image Based on Four Channels Non-Separable Additive Wavelets[J];Chinese Journal of Computers;2009-02
4 ZHU Fu-zhen,LI Jin-zong,LI Dong-dong,MA Dong-dong(Institute of Image Information Technology & Engineering,Harbin Institute of Technology,Harbin 150001,China);New image fusion method based on combination of IHS and wavelet transformation[J];Application Research of Computers;2009-02
Chinese Journal Full-text Database 10 Hits
1 XU Junyi1,2,3,LU Xiushan1,3,QING Xihong3,YAO Jifeng1 1.College of Geomatics,Shandong University of Science and Technology,Qingdao 266510,China;2."3S" Research Center of Engineering and Technology,Qingdao 266510,China;3.Key Laboratory of Surveying and Mapping Technology on Island and Reef,State Bureau of Surveying and Mapping,Qingdao 266510,China;4.Assets Division,Shandong University of Science and Technology,Qingdao 266510,China;Pixel-level Remote Sensing Images Fusion Based on Heat Conduction Model[J];Acta Geodaetica et Cartographica Sinica;2010-06
2 KANG Ting-jun,ZHANG Xin-chang,WANG Hai-ying(Department of Remote Sensing and GIS Engineering,Sun Yat-Sen University,Guangzhou 510275,China);An Improved Fusion Method of IHS for ETM+ Image and the Contrast of Land Cover Classification[J];Geography and Geo-Information Science;2009-04
3 Jin Yuanyuan1 Xiang Jie2(1.Geological Engineering and Mapping college,Chang'an University,Xi'an 710054;2.PLA Mapping College,Zhengzhou 450052);Study of optic remote sensing image fusion methods[J];Electronic Measurement Technology;2011-06
4 LIU Bin1,PENG Jia-xiong2(1.School of Mathematics and Computer Science,Hubei University,Wuhan,Hubei 430062,China;2.Institute of Image Recognition and Artificial Intelligence,Huazhong University of Science and Technology,Wuhan,Hubei 430074,China);Multi-Spectral Image Fusion Method Based on Nonsubsampled Three Channels Nonseparable Symmetrical Wavelets[J];Acta Electronica Sinica;2011-05
5 YANG Feng-bao,LIN Su-zhen,WANG Wei-peng(National Key Laboratory for Electronic Measurement Technology,Key Laboratory of Instrumentation Science and Dynamic Measurement(North University of China),Ministry of Education,Taiyuan 030051,China);Two Fusions of Subdivision Band MWIR Images Based on Morphology and Wavelet Packet Transform[J];Opto-Electronic Engineering;2010-09
6 LI Wei-wei YANG Feng-bao AN Fu(Information and Communications Engineering College,North University of China,Taiyuan 030051,China);Fusion of Infrared Polarization and Intensity Images Based on NSCT[J];Electro-Optic Technology Application;2012-02
7 LENG Min,YANG Feng-Bao,QI Wei(Information and Communications Engineering College,North University of china,Taiyuan Shanxi 030051,China);Dual Sub-band MWIR Images Fusion Based on CSSNN of Hunman Visual[J];Infrared Technology;2009-07
8 YANG Feng-Bao,Li Wei-wei,LIN Su-zhen,WANG Fei-Yue(National Key Laboratory of Science and Technology on Electronic Test and Measurement,Taiyuan 030051,China);Study on Fusion of Infrared Polarization and Intensity Images[J];Infrared Technology;2011-05
9 LIN Su-zhen1,YANG Feng-bao2,ZHOU Xiao2,Li Wei-wei2(1.School of Electronic and Computer Science & Technology,North University of China,Taiyuan 030051 China; 2.School of information and Communication Engineering,North University of China,Taiyuan 030051,China);Progress on Fusion Technology for Imaging of Dual-color Mid-wave Infrared[J];Infrared Technology;2012-04
10 YANG Feng-Bao1,NI Guo-Qiang2,JING Shao-Wei1(1.National Key Laboratory for Electronic Measurement Technology,Key Laboratory of Instrumentation Science and Dynamic Measurement(North University of China),Ministry of Education,Taiyuan 030051,China;2.Department of Optical Engineering,Beijing Institute of Technology,Beijing 100081,China);PSEUDO-COLOR ENHANCEMENT OF IMAGES IN SUBDIVISION BANDS OF MWIR[J];Journal of Infrared and Millimeter Waves;2009-02
China Proceedings of conference Full-text Database 1 Hits
1 WEN Liming~(1)),PENG Li~(2)),XIE Linbo~(3)) 1)2)3)(School of Internet of Things Engineering,,Jiangnan University,,wuxi,214122);An New Fusion Algorithm of Multispectrum and High-resolution Panchromatic images[A];[C];2010
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Wei, MAO Qi-ming, ZHANG Xiao-can ,GUO De-fang (Institute of Space and Information Techniques, Zhejiang University, Hangzhou 310027,China);On features of fusion technique of RS images with different high resolutions[J];Donghai Marine Science;2005-01
2 Tang Zhiwei Wang Jianguo Huang Shunji (Dept. of  Electronic Engineering.UFST of China Chengdu 610054);An Image Fusion Algorithm Based on Wavelet Transformation[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;2000-02
3 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
4 Liu Bin1 Peng Jiaxiong2 1 Faculty of Mathematics and Computer Science,Hubei University,Wuhan 430062 2 Institute for Pattern Recognition and Artificial Intelligence,Huazhong University of Science and Technology, Wuhan 430074;Multi-Spectral Image Fusion Based on Two-Channel Non-Separable Additive Wavelets[J];Acta Optica Sinica;2007-08
5 DENG Lei, CHEN Yun-Hao, LI Jing(College of Resources Science and Technology, Beijing Normal University, Beijing 100875, China);CONTROLLABLE REMOTE SENSING IMAGE FUSION METHOD BASED ON WAVELET TRANSFORM[J];Journal Infrared Millimeter and Waves;2005-01
6 XU Xiang-Yan,YE Zhen-Hua,LI Zhi-Feng,LU Wei(National Laboratory for Infrared Physics,Shanghai Institute of Technical Physics,Chinese Academy of Science,Shanghai 200083,China);NUMERICAL MODELING OF MIDDLE WAVELENGTH TWO-COLOR PHOTOVOLTAIC HgCdTe DETECTORS[J];Journal of Infrared and Millimeter Waves;2007-03
7 WANG Ren li,QI Ming yao,WANG Hui (Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China);Comparative Study on the Method of IHS Transformation for Image Fusion[J];Journal of The Pla Institute of Surveying and Mapping;2000-04
8 LV Xiao-qi,ZHANG Bao-hua(School of Information Engineering,Inner Mongolia University of Science & Technology,Baotou Inner Mongolia 014010,China);Medical Image Fusion Algorithm Fitting Human Visual Properties[J];Application Research of Computers;2006-03
9 CHANG HUAWEN CHEN CHUNXIANG;Image Fusion Based on Weighted Average, Mean Filtering and IHS Transform[J];Microcomputer Information;2007-18
10 Cheng Yinglei 1,2, Zhao Rongchun1 1.Department of Computer Science and Engineering, Northwestern Polytechnical University, Xi′an 710072, China 2.The Telecommunication Engineering Institute, Air Force Engineering University, Xi′an 710077, China;An Algorithm for Image Fusion Based on Wavelet Packet Transform[J];Journal of Northwestern Polytechnical University;2005-04
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved