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《Geomatics and Information Science of Wuhan University》 2006-01
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Classification of Multi-Spectral Remote Sensing Image Based on Resource Limited Artificial Immune System

ZHONG Yanfei~1 ZHANG Liangpei~1 GONG Jianya~1 LI Pingxiang~1(1 State Key Laboratory for Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,129 Luoyu Road,Wuhan 430079,China)  
In this paper,some initial investigations are conducted to employ resource limited artificial immune system(RLAIS) for classification of multi-spectral remote sensing image.The proposed method trains the samples of regions of interest using the RLAIS and obtains the optimal the centers of classification.Image classification task by RLAIS is attempted and the preliminary results are provided.By the experiment,it is demonstrated that the method of this paper is superior to the three traditional algorithms,and its overall accuracy and Kappa coefficient reach 91% and 0.88 respectively.
【Fund】: 国家自然科学基金资助项目(40471088);; 国家973计划资助项目(2003CB415205)
【CateGory Index】: TP75
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Chinese Journal Full-text Database 1 Hits
1 XU Shi-Zhen,WU Yun-Dong(Institute of Surveying and Mapping,Information Engineering University,Zhengzhou,Henan,450052);An Algorithm for Remote Sensing Image Classification Based on Artificial Immune Network[J];Hydrographic Surveying and Charting;2008-04
Chinese Journal Full-text Database 10 Hits
1 WEI Yaoguang, ZHENG Deling, FU Dongmei, ZHOU Ting Information Engineering School, University of Science and Technology Beijing, Beijing 100083, China;Artificial immune algorithm based on biological immune clone selection and immune network theory[J];Journal of University of Science and Technology Beijing;2005-02
2 WANG Ming-chang~1, XING Li-xin~1, ZHANG Xue-ming~2, SONG Ji-hong~3 (1College of Geoexploration of Science and Technology, Jilin University, Changchun 130026,China; 2Ji'nan Exploration and Mapping Academy, Ji'nan 250013,China; 3Elecrtonic Science and Engineering College, Changchun University, Changchun 130061,China);Study of Artificial Immune System in Remote Sensing Information Extraction[J];Journal of Changchun Post and Telecommunication Institute;2005-02
3 HU Qiang,YANG Liu(Department of Electronic and Information Engineering,Chengdu University,Chengdu 610106,China);Graph Identification Algorithm based on Immune[J];Journal of Chengdu University(Natural Science Edition);2006-02
4 WU Yan-bin,HUANG Ming(National Laboratory of Coal Resources and Mine Safety,CU M TB,Beijing 100083,China);Remote sensing image classification based on chaos immune algorithm[J];Engineering of Surveying and Mapping;2007-01
5 CHEN Bo,ZHANG You-jing,CHEN Liang (College of Water Resource and Environment,Hehai University,Nanjing 210098,China);RS Image classification based on SVM method with texture[J];Engineering of Surveying and Mapping;2007-05
6 LUO Jian-cheng 1, WANG Qin-min 2, ZHOU Cheng-hu 1, LEUNG Yee 3 (1. Institute of Geographical Science and Natural Resources Research, CAS, Beijing 100101, China; 2. Fuzhou University,Fuzhou 350002,China; 3. Department of Geography, The Chinese Univers;Adaptive Resonance Theory for Classification of Remotely Sensed Image[J];Acta Geodaetica Et Cartographic Sinica;2002-02
7 GUO Feng SHU Ning(School of Remote Sensing and Information Engineering,Wuhan University,129 Luoyu Road,Wuhan 430079,China);CLASSIFICATION OF MULTI-SPECTRAL REMOTE SENSING IMAGES BASED ON GRAY-PRIMITIVE CO-OCCURRENCE MATRIX[J];Journal of Geomatics;2007-06
8 Gan Fuping 1 Wang Runsheng 2 Jiang Sihong 3 Zhang Zonggui 2 Guo Xiaofang 2 Wang Qinghua 2 (1.China University of Geosciences, Beijing 100083; 2.Aero Geophysical Survey & Remote Sensing Center, Beijing 100083; 3.Institute of Mineral Deposit;DISCRIMINATION TECHNIQUE FOR ROCKS OR ORE DEPOSITS BASED ON THE FEATURE OF FULL SPECTRAL SHAPE USING HYPERSPECTRAL REMOTE SENSING AND ITS APPLICATION[J];;2000-03
9 WANG Lei,PAN Jin,JIAO Li-cheng (Key Lab for Radar Signal Processing,Xidian Univ.,Xi′an 710071,China);The Immune Algorithm[J];ACTA ELECTRONICA SINICA;2000-07
10 Cong Lin Sha Yu-heng Jiao Li-cheng (Institute of Intelligent Information Processing, Xidian University, Xi’an 710071,China);Application of Immune Clone Selection Algorithm to Image Segmentation[J];Journal of Electronics & Information Technology;2006-07
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