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Circulation and Topological Control in Image Segmentation

机译:图像分割中的循环和拓扑控制

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In this paper we present an image segmentation technique based on the concepts of circulation and topological control. Circulation is a mathematical tool widely used for engineering problems, but still little explored in the field of image processing. On the other hand, by controlling the topology it is possible to dictate the number of regions in the segmentation process. If we take very small regions as noise, the mechanism can be seen as an efficient means for noise reduction. This has motivated us to combine both mathematical tool in our algorithm. As a result, we obtained an automatic segmentation algorithm that generates segmented regions bounded by simple closed curves; a desireable characteristic in many applications.
机译:本文基于循环和拓扑控制的概念提出了一种图像分割技术。流通是一种广泛用于工程问题的数学工具,但在图像处理领域仍然很少探索。另一方面,通过控制拓扑,可以决定分割过程中的区域数。如果我们将非常小的地区作为噪音,则可以看到该机制作为降噪的有效手段。这有动力在我们的算法中结合两种数学工具。结果,我们获得了一种自动分段算法,它产生由简单的闭合曲线界定的分段区域;许多应用中的灵活特征。

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