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Method of analysis of local patterns of curvature distributions

机译:分析局部曲率分布的方法

摘要

A method of detecting lesions and polyps in a digital image, wherein said image comprises a plurality of 3D volume points, is provided. The method includes identifying a surface in the image, and for each point in the image, calculating a first curvature measure, forming a set of rings of points about each point, each ring being of equal geodesic distance from a center point for the ring, calculating, for each ring, a standard deviation of the first curvature measure, and selecting those rings with a minimum standard deviation for the first curvature measure. A first curvature slope is calculated for the selected rings, those points where the curvature slope departs from the pattern expected for a polyp or lesion are deleted from the surface.
机译:提供了一种检测数字图像中的病变和息肉的方法,其中,所述图像包括多个3D体积点。该方法包括识别图像中的表面,并且对于图像中的每个点,计算第一曲率度量,围绕每个点形成一组点的环,每个环与环的中心点的测地距离相等,为每个环计算第一曲率量度的标准偏差,并为第一曲率量度选择具有最小标准偏差的那些环。计算所选环的第一曲率斜率,从表面删除那些曲率斜率偏离息肉或病变预期模式的点。

著录项

  • 公开/公告号US2005111713A1

    专利类型

  • 公开/公告日2005-05-26

    原文格式PDF

  • 申请/专利权人 ANNA JEREBKO;

    申请/专利号US20040915071

  • 发明设计人 ANNA JEREBKO;

    申请日2004-08-10

  • 分类号G06K9/00;G06K9/46;

  • 国家 US

  • 入库时间 2022-08-21 22:24:45

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