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《Science of Surveying and Mapping》 2015-06
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A road segmentation method based on shape priors and dynamic growth

CHEN Chao;HE Chun-xiao;Provincial Geomatics Center of Jiangsu;Jiangsu Provincial Research Institute of Surveying & Mapping;  
A road segmentation method was proposed aiming at the difficulty in extracting roads from high resolution images.Firstly,the shape prior described by the unsigned distance function was introduced into the classic energy function to eliminate non-road noises;the star shape prior to solve noises and holes inside roads was introduced,a road without noises and holes would be obtained;a complete road could be gained based on dynamic growth.Experiments proved that the method was effective to obtain different types of roads and provided useful thoughts in image segmentation.
【Fund】: 国家自然科学基金项目(41271420);; 江苏省测绘地理信息科研项目(JSCHKY201421)
【CateGory Index】: TP391.41
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