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Dynamic Radial Contour Extraction by Splittin Homogeneous Areas

机译:Splittin均匀区域的动态径向轮廓提取

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We introduce a dynamic programming based algorithm to extract a radial contour around an input point. Unlike many approaches, it encloses a region using feature homogeneity, without relying on edge maps. The algorithm operates in linear time in the number of pixels to be analyzed. Multiple initializations are unnecessary, and no fixed smoothness/local-optimality tradeoff needs to be tuned. We show that this method is beneficial in extracting nuclei from color micrographs of hematoxylin and eosin stained biopsy slides.
机译:我们引入了一种基于动态编程的算法来提取输入点周围的径向轮廓。与许多方法不同,它使用特征同质性来封闭区域,而无需依赖边缘图。该算法在要分析的像素数量的线性时间内运行。不需要多次初始化,也不需要调整固定的平滑度/局部最优权衡。我们表明,该方法有益于从苏木精和伊红染色的活检玻片的彩色显微照片中提取细胞核。

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