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一种保形的快速图象形态细化算法
引用本文:盛业华,唐 宏,杜培军,郭达志. 一种保形的快速图象形态细化算法[J]. 中国图象图形学报, 2000, 5(2): 89-93
作者姓名:盛业华  唐 宏  杜培军  郭达志
作者单位:中国矿业大学测绘与空间信息工程研究所!徐州221008
基金项目:国家自然科学基金资助项目 !( 4 98710 69),高校博士点基金资助项目!( 970 2 90 0 5 )
摘    要:骨架是一种重要的图象目标几何特征,对不同形状的图象目标,如何快速地获得其非畸变骨架,是进行图象目标的形状分析、特征提取、模式识别等应用的前提。基于数字形态学的形态细化是获取图象目标骨架的有效细化方法之一。它采用具有一定形状的预定义结构元素,对图象进行形态薄化运算,仅需进行移位和逻辑运算就能完成。但是形态细化一般使用序贯细化算法,在每次细化迭代过程中,只能采用单一的结构元素对目标进行薄化,因此存在关

关 键 词:数学形态学 图象形态细化 细化算法 汉字图象
收稿时间:1999-05-03
修稿时间:1999-08-30

One Fast Shape Preserving Morphological Thinning Algorithm
SHENG Ye-hu,TANG Hong,DU Pei-jun and GUO Da-zhi. One Fast Shape Preserving Morphological Thinning Algorithm[J]. Journal of Image and Graphics, 2000, 5(2): 89-93
Authors:SHENG Ye-hu  TANG Hong  DU Pei-jun  GUO Da-zhi
Affiliation:Institute of Surveying&Spatial Information Engineering,China University of Mining&Technology,Xuzhou 221008;Institute of Surveying&Spatial Information Engineering,China University of Mining&Technology,Xuzhou 221008;Institute of Surveying&Spatial Information Engineering,China University of Mining&Technology,Xuzhou 221008;Institute of Surveying&Spatial Information Engineering,China University of Mining&Technology,Xuzhou 221008
Abstract:Skeleton is a kind of important geometric characteristic of image. How to fast acquire the non distorted skeleton of image with different shape and size is the precondition for those applications such as shape analysis, characteristic extraction or pattern recognition. Morphologic thinning algorithms based on mathematical morphology are effective thinning approaches to obtaining skeletons of image, which use some pre defined structure elements with definite shape to operate on the image, only some shifting and logical operations are needed. But the traditional sequential morphological thinning algorithm has the disadvantage that its convergence speed is too slow and using only one structure element to carry out the thinning in every interation may produce distorted skeletons. A new thinning algorithm named fast shape preserving morphological thinning algorithm is advanced in this paper. The algorithm uses four types of structure elements of different direction simultaneously to operate on the image with the hitting operation. The union set of the hitting result is taken as the foundation of whether the outer pixels are exfoliated, thus it can cause the image to converge to its skeleton in every direction fast and symmetrically. The test result of an image of Chinese characters with various fonts enunciates that this algorithm can obtain symmetrical, regular and non distorted skeletons of the Chinese characters, and its convergent speed is four times more than the speed of sequental morphological thinning algorithm.
Keywords:Mathematical morphology   Thinning   Skeleton
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