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基于近似最小距离场的二维图像骨架提取方法
引用本文:庄彩云,熊平.基于近似最小距离场的二维图像骨架提取方法[J].计算机工程与应用,2013(21):164-167.
作者姓名:庄彩云  熊平
作者单位:中南大学 地球科学与信息物理学院,长沙,410083
基金项目:国家自然科学基金(No.30371626)。
摘    要:提出了基于近似最小距离场提取二值图像的8.连通骨架的算法。该算法对图像中的每个像素根据其与边界的相对距离进行整数编码,形成近似最小距离场,将该距离场中的几何邻接的、具有局部最大值的像素形成聚类,对聚类进行细化,用最短路径将不同的细化后的聚类连接起来。该算法简单,将其在实验数据集上进行实验,结果证明算法具有很高的效率。

关 键 词:近似最小距离场  2D二值图像  像素编码  聚类  最短路径

2D image skeleton generation based on approximate minimum distance field
ZHUANG Caiyun , XIONG Ping.2D image skeleton generation based on approximate minimum distance field[J].Computer Engineering and Applications,2013(21):164-167.
Authors:ZHUANG Caiyun  XIONG Ping
Affiliation:(School of Geosciences and Info-Physics, Central South University, Changsha 410083, China)
Abstract:This paper proposes an algorithm for extracting 8-connected skeletons of 2D binary images. Each interior pixel in the 2D image is encoded with an integer code according to its relative distance from the object border to form an approximate minimum distance field. Cluster is defined as a set of geometrically connected local maximum pixels with the same distance value. And all the clusters are thinned, and connected with the shortest paths. The proposed algorithm is simple, and the results acquired by the algorithm on an experimental data demonstrate its efficiency.
Keywords:approximate minimum distance field  2D binary image  pixel encoding  cluster  shortest path
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