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《Acta Electronica Sinica》 2005-01
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A New Method for Main Roads Description:Symmetrical Edge Orientation Histogram

TANG Liang1,XIE Wei-xin2,HUANG Jian-jun2,HUANG Jing-xiong2(1.Deparfment of Automation,Tsinghua University,Beijing 100084,China;2.School of Information Engineering,Shenzhen University,Shenzhen,Guangdong 518060,China)  
A new shape-based feature vector,symmetrical edge orientation histogram,for description of main roads in higher resolution aerial images is presented.Based on the topology of edge pixels in image,the proposed feature vector describes the major shape properties of images preferably,and performs invariant with respect to translation,rotation,scaling and illumination variations.Experimental results based on the fuzzy c-mean clustering algorithm show that,the proposed new feature vector gives a good solution for description of main roads in higher resolution aerial images,and can be used to extract seeds of main roads efficiently.
【Fund】: 国家自然基金项目 (No 60 1 72 0 66);; 国家 863计划项目 (No 2 0 0 1AA1 360 70 )
【CateGory Index】: P208
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