基于侵蚀模型的形状分解

F. Kanehara, S. Satoh, T. Hamada
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引用次数: 3

摘要

提出了一种基于几何模型的形状分解方法,从平面封闭形状中提取凸部分。我们的方法是基于形状轮廓的曲率分析,假设形状的分割通常发生在轮廓的凹陷处,就好像海洋在沿海的陆地上获得了一样。我们称这个模型为离子模型。我们的算法概要如下。首先,从轮廓图像中提取矢量化的形状轮廓。接下来,计算一个代表每个凹形处的侵蚀力的侵蚀矢量,然后确定一个分割形状的边界。这些进程递归地执行,直到没有除法可用。该方法的优点是可以有效地得到有意义的凸部分,并且分解结果对平移、旋转和缩放都是理论上不变的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Shape decomposition based on erosion model
W e present a shape decomposition method based o n e ros ion model t o extract convex parts f r o m a planar closed shape. Our approach i s based o n the curvature analysis of shape contours assuming that divisions of a shape generally occurs at concavities o n the contour, as if the sea gained o n the land along the coast. W e call this model as e ros ion model. The outline of our algorithm i s as follows. As a beginning, the vectorized shape contour i s extracted f r o m a silhouette image. Next , a n erosional vector which represents a force of erosion at each concavity i s computed, and then, a boundary which splits the shape i s decided. These processes are recursively performed until no division is available. Finally, some parts are merged if necessa y. T h e advantage of our approach i s that the meaningful convex part can be obtained ef ic ient ly and the decomposit ion results are theoretically invariant to translat ion, rotation and scaling.
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