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仿射平面曲线演化:一种完全一致的方案。

Affine plane curve evolution: a fully consistent scheme.

作者信息

Moisan L

机构信息

CMLA, Ecole Normale Superieure de Cachan, France.

出版信息

IEEE Trans Image Process. 1998;7(3):411-20. doi: 10.1109/83.661191.

Abstract

We present an accurate numerical scheme for the affine plane curve evolution and its morphological extension to grey-level images. This scheme is based on the iteration of a nonlocal, fully affine invariant and numerically stable operator, which can be exactly computed on polygons. The properties of this operator ensure that a few iterations are sufficient to achieve a very good accuracy, unlike classical finite difference schemes that generally require a lot of iterations. Convergence results are provided, as well as theoretical examples and experiments.

摘要

我们提出了一种用于仿射平面曲线演化及其向灰度图像形态学扩展的精确数值格式。该格式基于一个非局部、完全仿射不变且数值稳定的算子的迭代,该算子可在多边形上精确计算。与通常需要大量迭代的经典有限差分格式不同,此算子的性质确保只需几次迭代就能达到非常高的精度。文中给出了收敛结果以及理论示例和实验。

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