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Adaptation of the energy function in the calculation in real time of contours of the image segmentation

机译:能量函数在图像分割轮廓实时计算中的适应

摘要

The invention relates to a method for segmenting an image [IM] by path extraction using minimization of at least a potential [POT], said potential being calculated [CAS] from a feature [FEA] of the image [IM] using a cost assignment function [CAF], said calculation [CAS] being realized using the definition of two groups of points [NP and PP] in a neighborhood of a drawn [DRW] contour: the ones that are considered to be relevant to a boundary, called positive points [PP] and the ones that are not considered to be relevant to said boundary, called negative points [NP]. A refined characterization of positive points is constructed by combining characterizations of positive and negative points and the cost assignment function [CAF] is modified [CAL] using this refined characterization. The invention proposes also a fully automatic simultaneous adaptation of the different cost assignment functions of the individual potentials in a total function of potentials, and their relative weightings.
机译:本发明涉及一种用于通过使用至少最小化电势[POT]的路径提取来分割图像[IM]的方法,所述电势是使用成本分配从图像[IM]的特征[FEA]计算[CAS]的函数[CAF],所述计算[CAS]是通过在绘制的[DRW]轮廓附近使用两组点[NP和PP]的定义来实现的:被认为与边界相关的点称为正点[PP]和与该边界无关的点[NP]。通过组合正负点的特征来构造正点的细化特征,并使用该细化特征修改成本分配函数[CAF] [CAL]。本发明还提出了在电位的总函数中各个电位的不同成本分配函数及其相对权重的全自动同时适配。

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