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《Engineering of Surveying and Mapping》 2003-03
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The research on image classification algorithm based on the RBF neural network

WANG Ling,GONG Jian-ya(State Key Lab of Information Eng.in Surveying,Mapping and Remote Sensing,Wuhan430079,China)  
This pape presents an algorithm using the radial basis function (RBF)neural networks com-bined with the technique of K-means for the classification of remote sensing images.Experimental re-sults show that this algorithm is an effective classifier compared with some conventional methods.
【CateGory Index】: P237
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【References】
Chinese Journal Full-text Database 1 Hits
1 LIU Shuhua SHU Ning(School of Remote Sensing and Information Engineering,Wuhan University,129 Luoyu Road,Wuhan 430079,China);DESIGN OF CLASSIFIER FOR REMOTE SENSING IMAGE BASED ON RBF NEURAL NETWORK[J];Journal of Geomatics;2006-02
【Citations】
Chinese Journal Full-text Database 1 Hits
1 LUO Jian\|cheng, ZHOU Cheng\|hu (Institute of Geography, Chinese Academy of Sciences Beijing 100101)YANG Yan (Institute of Environmental Science, Beijing Normal University, Beijing 100875);Radial Basis Function Map Theory Based Remote Sensing Image Classification Modal[J];JOURNAL OF IMAGE AND GRAPHICS;2000-02
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Li Qiang Wang Zhengzhi (Depart.of Automatic control, NUDT, Changsha, 410073);Research on NN Based Remote Sensing Image Classification and Smoothing Integrated Technique[J];JOURNAL OF NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY;1999-01
2 CHEN Yumin (School of Remote Sensing and Information Engineering, Wuhan University, 129 Louyu Road, Wuhan 430079, China);APPLICATION OF NEURAL NETWORK TO CLASSIFICATION OF REMOTE SENSING IMAGE[J];Wtusm Bulletin of Science and Technology;2002-03
3 LIU Zhi-yan, TONG Shu-hong, WANG Yan (Department of Control Engineering, Harbin Institute of Technology, Harbin 150001, China);A method of combining multiple classifiers based on evidence theory[J];Electric Machines and Control;2001-03
4 Jiang Jixi and Fan Meizhu (National Satellite Meteorological Center, China Meteorological Administration, Beijing 100081 );Convective Clouds and Mesoscale Convective Systems over the Tibetan Plateau in Summer[J];Chinese Journal of Atmospheric Sciences;2002-02
5 Zhu Honglei (LREIS, Institute of Geography, Beijing, 100101) Mao Zanyou (Institute of Remote Sensing and GIS, Beijing University, Beijing, 100871);KNOWLEDGE BASED IMAGE CLASSIFICATION APPROACH SUPPORTED BY A GIS[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1997-04
6 Cheng Xinjun (Xinjiang Institute of Biology,Pedology and Desert Research,Chinese Academg of Sciences,Urumqi, 830011)Michikazu Fukuhara (National Institute of Agro-Environmental Sciences,Japan);The Preliminary Study on Soil Classification in Arid Area of Xinjiang Using Landsat Data[J];ARID ZONE RESEARCH;1994-02
7 Niu Lihong1,Ni Guoqiang2,Su Binghua2 1 Institute of Optoelectronics,Shenzhen University,Shenzhen 518060 2 Optical Engineering Dept.,Beijing Institute of Technology,Beijing 100081;RBF Neural Network Based Image Fusion Restoration Approach[J];Acta Photonica Sinica;2006-02
8 GAN Jun-ying 1,ZHANG You-wei 1,2 (1.School of Information,Wuyi University,Jiangmen,Guangdong 529020,China; 2.School of Electronics and Information Engineering,Beihang University,Beijing 100083,China);A New Approach for Face Recognition Based on Singular Value Features and Neural Networks[J];Acta Electronica Sinica;2004-01
9 YU Neng-hai, YANG Yang, LIU Zheng-kai (Information Processing Center, University of Science and Technology of China, Hefei 230027, China);A Reduced Parallel Neural Network for the Classification of Remote Sensing Images[J];Journal of Circuits and Systems;2002-04
10 LIU Chun-ping, LIU Wei-qiang, KONG Ling, XIA De-shen (Computer Vision Laboratory, Department of Computer, Nanjing University of Science and Technology, Nanjing 210094, China);A NEW ADAPTIVE CLASSIFICATION FUSION METHOD BASED ON DEMPSTER-SHAFER THEORY IN REMOTE SENSING IMAGE[J];Remote Sensing For Land & Resources;2002-03
【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 GUO Luo-dan, KONG Jin-sheng(College of Electric Engineering, Zhengzhou University, Zhengzhou 450001, China);Classification of images using MRBF neural network[J];Computer Engineering and Design;2009-13
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