Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Science of Surveying and Mapping》 2004-06
Add to Favorite Get Latest Update

Research on model of remote sensing image information fusion based on feature

FU Wei,XING Guangzhong,HOU Lantian,WANG Wenjun(Department of Communication & Electronic Engineering of Information Institute,Yanshan University,Qinhuangdao 066004,China)  
The image feature fusion is a kind of data fusion that is based upon spectral structure and texture feature of the objects. This paper proposes feature fusion approach after enhancing Remote Sensing (RS) image edge with wavelet's multiresolution analysis,and largely improve image's definition and resolving power. In the fusion process, instead of using the conventional HISWavelet fusion, the author used low frequent parts of the R,G,B bands of the multispectral image which is decomposed by the wavelet and high frequent parts of the highresolution image which is also decomposed by the wavelet to do the image fusion separately, and finally the new fusion image is composed by the new R,G,B bands. In this way, the methodology not only improves the definition and resolution of the multispectral image, but also retains the color feature which is important for multispectral fusion. At last the author validates the conclusion mentioned above with an experiment.
【Fund】: 国家自然科学基金资助项目(69662001)
【CateGory Index】: TP752.4
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 3 Hits
1 WANG Li~①,WU Liang-cai~①,LI Ying-cheng~②,LIU Xiao-rong~②,WU Lian-xi~①,SU Xiao-xia~①(①East China Institute of Technology,Jiangxi 344000,China;②Chinese.Academy of Surveying and Mapping,Beijing,100039,China);Foundation and foreground expectation of LC/LU sampled image database[J];Science of Surveying and Mapping;2006-02
2 FEI Xian-yun①, ZHANG Zhi-guo②, GAO Xiang-wei①③ (①College of Information Science and Engineering, Shandong Agricultural University, Tai’an 271018; ②College of Resources and Environment, Shandong Agricultural University,Tai’an 271018; ③Institute of Land Reclamation and Ecological Reconstruction, China University of Mining and Technology, Beijing 100083);Fusion study of SPOT5 image for urban vegetation mapping[J];Science of Surveying and Mapping;2007-04
3 XU Sheng-xiang,XU Yun-qing(College of Biological science and Technology of Xiaogan University,Xiaogan 432000,China);Objective evaluation method of fusion performance for remote sensing image based on Matlab[J];Science of Surveying and Mapping;2008-04
Chinese Journal Full-text Database 1 Hits
1 XU Jian-Da,WANG Hong-hua (Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China);The Fusion of Remote Sense Images by IHS Transform and Wavelet Transform[J];Journal of The Pla Institute of Surveying and Mapping;2002-03
Chinese Journal Full-text Database 10 Hits
1 ZHOU Ming-zheng~1,LI Hua~2, WANG Jun~1 (1.Dept.of Comp.Sci.& Engn.,Anhui University of Technology and Science ,Wuhu 241000,China; 2.Wuhu Technical and Vocational School, Wuhu 241000, China);A algorithm and application of wavelet mark image denoising based on soft threshold[J];Journal of Anhui University of Technology and Science;2003-04
2 WANG Su hua 1,ZHANG Wei lin 2(1.School of Civil Engineering,Hefei University of Technology,Hefei,230009,China;2.Anhui Institute of Architecture & Industry,Hefei,230022,China);APPLICATION STUDY OF WAVELET TRANSFORM IN CABLE FORCES DETECTION OF CABLE-STAYED BRIDGE[J];Journal of Anhui Institute of Architecture;2004-03
3 DONG Li-wen~1,JIA Zhu-zhi~2,XIE Yuan-dan~1,WANG ping~2(1.School of Computer Science and Engineering,Anshan University of Science and Technology, Anshan 114044,China;2.School of Electronic and Information Engineering,Anshan University of Science and Technology ,Anshan 114044,China);Image-denoising algorithm based on wavelet transform[J];Journal of Anshan University of Science and Technology;2004-03
4 JIA Zhu-zhi~1,DONG Li-wen~2,DONG Bo~3,XIE Yuan-dan~2 (1.Higher Vocational Technical Institute,Anshan University of Science and Technology,Anshan 114044,China; 2.School of Computer Science and Engineering,Anshan University of Science and Technology,Anshan 114044,China; 3.Rod Mill Angang New Steel Co Ltd,Anshan 114042,China);Comparsion study of Fourier transform,Gabor transform and wavelet transform[J];Journal of Anshan University of Science and Technology;2005-01
5 GAO Guo-wei,XIE Yuan-dan,WANG Yu(School of Computer Science and Engineering,Anshan University of Science and Technology,Anshan 114044,China);Image-denoising method based on wavelet packet transform and median filter[J];Journal of Anshan University of Science and Technology;2006-01
6 WANG Bo,WANG Mian,WANG Jing-jing,WANG Wen-sheng,MIAO Hua,CHEN Yu(Lab.of Contemporary Optical Measurement Technology,Changchun University of Science and Technology,Changchun 130022,CHN);Wavelet Transform in Real-time Optical Joint Transform Correlator[J];Semiconductor Optoelectronics;2006-01
7 ZHU Chen-guang, PAN Gong-pei, WU Xiao-yun, GUAN Hua(School of Chemical Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu 210094, China);Evaluating Interfered Area of Smoke Screen Using Wavelet Analysis[J];Acta Armamentarii;2005-05
8 FU Li~(1,2),FANG Shuai~1,XU Xin-he~(1,3)(1.Key Laboratory of Process Industry Automation,Ministry of Education,Northeastern University,Shenyang,Liaoning 110004,China;2.School of Mechanical Engineering,Shenyang University,Shenyang,Liaoning 110044,China;3.The State Key Laboratory of Intelligence Technology and System,Tsinghua University,Beijing 100084,China);Human Motion Target Detection Based on Computer Vision[J];Acta Armamentarii;2005-06
9 WANG Mian,WANG Jing-jing,WANG Bo,WANG Wen-sheng(Laboratory of Contemporary Optical Measure Technology,Changchun University of Science and Technology,Changchun 130022,Jilin,China);The Application of Wavelet Transform in Optical Correlation Target Recognition[J];Acta Armamentarii;2006-05
10 CHEN Hua~(1,2),JIN Wei-qi~1,WANG Xia~1,LIU Yang-yang~3 (1.Department of Optical Engineering,School of Information Science and Technology,Beijing Institute of Technology,Beijing100081,China;2.School of Computer and Electronics and Information,Guangxi University,Nanning,Guangxi 530004,China;3.Institute of Semiconductors,Chinese Academy of Sciences,Beijing100083,China);A Method of Restoration for the 3D Image of Wide-Field Microscope Based on Wavelet Packet Analysis Denoising[J];Transactions of Beijing Institute of Technology;2006-01
China Proceedings of conference Full-text Database 3 Hits
1 LIU Shuang-xi XING Ji-shou WEI Jian-liang (School of Mechanical-Electrical Engineering,Beijing Information-Technology University,Beijing 100085,China);Application of Wavelet Transform in Gear Thread Detection[A];[C];2007
2 LONG Bo~1 YANG Li-fang~2 XIAO Jian~2 LIANG Ying~2 1.Highland Digital Technology INC.,Nanning,Guangxi,530022,China; 2.Guangxi Computing Center,Nanning,Guangxi,530022,China;The Implementation on Largescale Document Imaging[A];[C];2007
3 Zhao Dazhe~1 Yang Jinzhu~1 Li Wei~1 Zhang Fengchun~2 (1.School of Information Science and Engineering,Northeastern University,Sheyang 110004,China;2 Liaoning TUMCR Hospital,Shenyang 110042);An CR-image enhancement algorithm of self-adaptive threshold based on wavelet transform[A];[C];2008
Chinese Journal Full-text Database 10 Hits
1 Ma Ronghua;Jia Jianhua;Hu Mengchun;Huang Xingyuan. Journal of Beijing Forestry Univeristy (2001)23(1)7~10[Ch, 9 ref.] Dept. of Urban & Resources Science, Nanjing University, Nanjing\ 210093,P.R.China.;The analysis of vegetation changes in Hainan Island based on RS and GIS.[J];Journal of Beijing Forestry University;2001-01
2 Yang Xiaoming; You Xiaobin.Super Full Technology Co., LTD., 100027,P.R.China.;Orthorectifying IKONOS image.[J];Journal of Beijing Forestry University;2003-S1
3 You Xiaobin; Wang Lei.School of Resources and Environment,Beijing For. Univ.,100083,P.R.China.;Application of auxiliary information to improve forest classification capability and forest division.[J];Journal of Beijing Forestry University;2003-S1
4 Li Chonggui; Zhao Xianwen. 3S Research Center, Shenzhen Polytechnic College, 518055, P.R.China.;Influence of wavy terrain on Spot5 remote sensing image calibration in forest areas[J];Journal of Beijing Forestry University;2004-02
5 QIAN Qinglan; CHEN Yingbiao. Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences,Beijing,100101,P. R. China.;Urban greenland system planning in Jilin City[J];Journal of Beijing Forestry University;2004-05
6 LI Ying 1, ZHAO Wen_ji 2, LI Xiao_lin 1 (1.College of Geoexploration and Technology, Jilin University, Changchun 130026,China; 2.Capital Normal University, Beijing 100037,China);CLASSIFICATION OF RS-IMAGE AND RECOGNITION TECHNIQUE UTILIZE IN LAND AND SOURCES INVESTIGATING[J];Journal of Changchun University of Science and Technology;2001-03
7 ZHOU Ting gang 1,CHEN Yun hao 1,GUO Da zhi 1,TAO Kang hua 2 (1.The Institute of Survey & Spatial Information Engineering, China University of Mining & Technology. Jiangsu 221008) (2.The Institute of Urban & Tourism, Shanghai Normal University,;Fuzzy Comprehensive Method and its Application in Landscape Ecological Comprehensive Assessment of Urban Greenland System——Taking Shanghai as an Exmple[J];URBAN ENVIRONMENT & URBAN ECOLOGY;1999-04
8 CHE Sheng quan 1,SONG Yong chang 2 (1.Dept. of Landscape and Environmental Science, Shanghai Jiaotong University,Shanghai 201101,China; 2.Dept. of Environmental Science and Technology, East China Normal University, Shanghai 200062,China);Extract of the Remote Sensing Message of Urban Green Space Landscape ——Shanghai City as the Case Study[J];Urban Environment & Urban Ecology;2001-02
9 ZHOU Wen zuo,PAN Jian jun,FANG Shi bo,JIANG Xiao san (College of Resource and Environmental Sciences,Nanjing Agric. Univ.,Nanjing,210095,China);Analysis of Ecological Vegetation Features by Thematic Data in Nanjing City[J];Urban Environment & Urban Ecology;2002-01
10 ZHOU Tinggang1,GUO Dazhi2,TAO Kanghua3(1.School of the Environment and Resources,Southwest China Normal University, Chongqing400715,China;2.The Institute of Survey and Spatial Information Engineering, China University of Mining & Technology, Xuzhou221008,China;3.College of City Tourism, Shanghai Normal University, Shanghai200234,China);NCIVI and Its Application for Virescence Aerial Remote Sensing Survey in City-Taking Ningbo as An Example[J];Urban Environment & Urban Ecology;2003-01
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 CHEN Chao~1 JIANG Tao~(1,2) YUE Yuanping~3 XU Xiuhao~3 (1 Department of Remote Sensing Science and Technology, College of Mapping and Engineering, Shandong University of Science and Technology, Qingdao, Shandong, 266510 2 Shandong Provincial Key Laboratory of Basic Geography and Digital Technology, Shandong University of Science and Technology, Qingdao, Shandong, 266510 3 No. 94362 of PLA, Chengyang District, Qingdao, Shandong);Remote Sensing Image Fusion Method at Picture Element Level[J];Land and Resources Informatization;2008-05
2 Zhou Xiuhua12 Huo Hong2 Fang Tao2 Li Gang1 1.China University of Mining and Technology, XuZhou, 221008, China 2.Shanghai Jiao Tong University, ShangHai, 200240, China;The Foundation of LU Texture-Sampled Image Database[J];China Science and Technology Information;2007-09
3 LIN Guo-tian1,2,WANG Chang-lin1,3,NIE Yue-ping1,2,CHENG Yi4(1.Joint Laboratory of Remote Sensing Archaeology,Beijing 100101,China;2.Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China;3.Center for Earth Observation and Digital Earth,Chinese Academy of Sciences,Beijing 100190,China;4.College of Geography and Remote Sensing Sciences,Beijing Normal University,Beijing 100875,China);Study on the Construction of Land Use Database of Grand Canal Based on Remote Sensing Images[J];Remote Sensing Technology and Application;2009-02
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Li Jun Lin Zongjian (School of Geomatics, Wuhan Technical University of Surveying & Mapping,Wuhan 430070);Data Fusion for Remote Sensing Imagery based on Feature[J];JOURNAL OF IMAGE AND GRAPHICS;1997-Z1
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved