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一种新的基于形态学编码的地形骨架特征选择方法

skeleton feature selection method for terrain model based on morphological encoding

中文摘要英文摘要

鉴于剖面识别骨架特征提取方法准确性差、不能提取特殊地形等问题,提出了一种结合形态学的剖面识别骨架特征选择方法。在该方法中通过剖面识别提取原始的骨架特征候选点,根据方向系数连接成多边形条带,在此基础上提出了生成标量特征域的填充算法。引入形态学区域细化思想,提出了多种形态编码和骨架特征形态简化算法,将特征域简化为骨架特征线。为了满足各领域对矢量骨架特征的需求,提出了标量特征线复原、检测与优化剔除等策略,准确地复原了矢量骨架特征模型。提出了保留外分支和环路特征的解决方案,解决了传统骨架特征提取方法不能保留较长主干线以及不能提取环路地形特征的问题。文中方法在基准数据和真实数据上进行了实验研究,结果表明提取的骨架特征形态的整体效果优于传统方法。

Since current profile recognition methods are not able to extract the precise skeleton and special terrain feature, a new profile recognition method combined with morphology is proposed to solve skeleton feature problems. In this method, the candidate points are extracted by profile recognition, and then polygon stripe will be built according to direction coefficients. Scale feature areas are put forward based on polygon stripe to take advantage of morphological idea. Multiple morphological codes are proposed to simplify the scale feature areas, and obtain the scale feature lines. In order to satisfy the requirements about vector skeleton features in the various fields, the restoration algorithms for vector model are proposed to extract the skeleton feature lines. Finally, a series of strategies about keeping out branches and ring process are presented in this paper, which solved the problems about missing trunk lines and ring features. These methods have been tested on the benchmark data and real elevation data. As a result, the skeleton feature lines produced by these methods outweigh the traditional method as a whole.

鲍宁、刘亚鑫、马志强、何欣婷、张慧杰

工程设计、工程测绘

计算机图形学特征候选点标量特征域形态学剪枝目标点识别计算机图形

omputer GraphicsFeature Candidate PointScale Feature AreaMorphologyPruningTarget Point Recognition

鲍宁,刘亚鑫,马志强,何欣婷,张慧杰.一种新的基于形态学编码的地形骨架特征选择方法[EB/OL].(2013-11-05)[2025-07-20].http://www.paper.edu.cn/releasepaper/content/201311-86.点此复制

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