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《Acta Geodaetica et Cartographica Sinica》 2009-02
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Spatial Clustering Method Based on Raster Distance Transform for Extended Objects

GENG Xie-peng1,3, DU Xiao-chu2, HU Peng31. Wuhan Polytechnic University, Wuhan 430023, China; 2. School of Resources and Environment Science, Hubei University, Wuhan 430062,China; 3. School of Resources and Environment Science, Wuhan University, Wuhan 430079,China  
Spatial clustering analysis is important method and study content of spatial analysis and spatial data mining. In Map Algebra, through establishing Raster square plane, by which Raster reference and distance square are corresponding, the shortest distance of Raster space is computed, and Raster distance transformation is realized. Based on Raster distance transformation, by extracting characteristic equidistant lines, the clustering process of simple points is discussed. And then, this method is applied to the case of all-kind objects, weighted distance and the space having obstacles. From the examples, it is proved the algorithm is simple and reasonable.
【Fund】: 国家自然科学基金(40471107);; 湖北省教育厅基金(Q200710004)
【CateGory Index】: P208
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【Citations】
Chinese Journal Full-text Database 2 Hits
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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 TIAN Zhi-hui~(1,2), WU Fang~3, XIONG Wei~3, WU Yu-guo~3(1. School of Resource and Enviroment Science, Wuhan University, Wuhan 430079, China; 2. School of Information Engineering, Zhengzhou University, Zhengzhou 450052, China; 3. University of Information Engineering, PLA, Zhengzhou 450052, China);RESEARCH OF THE 3D MAP BASED ON DEM[J];Journal of Anhui Normal University(Natural Science);2005-01
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3 GENG Xie-peng,HU Peng,YANG Chuan-yong (School of Resource and Environment Science,Wuhan University,Wuhan 430079,China);The overlay of polygon based on grid calculation[J];Engineering of Surveying and Mapping;2006-01
4 WANG Zhi-wei1,ZHU Chang-qing1,Shi Zhong-he2(1.Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China;2.Surveying School of ZhengZhou,Zhengzhou 450052,China);The grid-fractionizing model based on the reconstructed contour lines[J];Engineering of Surveying and Mapping;2007-01
5 HAN You-jie,YIN Ji-fa,LIU Xin-hua(The Center of Jinan Environmental Information,Jinan 250012,China);Design and realization of coordinates conversion software of conic projection based on VC++[J];Engineering of Surveying and Mapping;2007-06
6 LI Xin-yun, QIAO Ping-lin, LI Cheng-ming, LIN Zong-jian (College of Geo-information Science and Engineering, Shandong University of Science and Technology, Taian 271019, China; Department of GIS, Shandong Normal University, Jinan 250014, China; Chinese Academy of Surveying and Mapping, Beijing 100039, china);Research on distributive axis mining of urban constelletion[J];Science of Surveying and Mapping;2004-01
7 ZHONG Ye-xun~①,HU Yu-ju~②,WEI Wen-zhan~①(①Institute of Mathematics and Information Science,Guangxi Teachers′Education University,175 Mingxiu Road,Nanning,530023,China;②School of Resource and Environment Science,Wuhan Universiry,129 Luoyu Rood,Wuhan 430079,china);The mathematical expression research on the qualitative and quantitative specific property of planimetric feature and its relation of time and space[J];Science of Surveying and Mapping;2005-02
8 LI Zhan-yuan~①,ZHONG Ye-xun~(①②)(①Guangxi Institute of Map Compilation,Nanning,530023,China;②Institute of Mathematics and Information Science,GuangxiTeachers' Education University,Nanning,530001,China);A research on contour paradox and generalized contour definition[J];Science of Surveying and Mapping;2005-04
9 ZHONG Ye-xun①,ZHU Chong-guang②,WEI Wen-zhan①(①Institute of Mathematics and Information Science,Guangxi Teachers′ Education University,Nanning,530001,China;②Institute of Remote Sensing Applications Chinese Academy of Sciences,Beijing,100101,China);The mathematical principle of cognition in map space[J];Science of Surveying and Mapping;2005-05
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【Secondary Citations】
Chinese Journal Full-text Database 2 Hits
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