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BOUNDARY EXTRACTION BY WEIGHTED LEAST-SQUARE METHOD USING SEPARATION MEASURE

机译:分离最小二乘加权最小二乘法进行边界萃取

摘要

PROBLEM TO BE SOLVED: To provide a boundary extraction method, program and device for extracting a boundary (especially, the contour of the intravascular lumen and the contour of the intima) on image data (especially, intravascular ultrasonic image data) more smoothly and speedily with fewer seed points (points set by a user) than before.;SOLUTION: The boundary extraction method (program and device) is for extracting the boundary on image data, and comprises a temporary boundary setting step for finding a temporary boundary by the interpolation among a plurality of seed points set by the user on the image data, a separation measure distribution computing step for computing the separation measure in the pixels at least in the vicinity of the temporary boundary, and a boundary extraction step for finding the boundary based on the polynomial approximation by means of the least-square method with the separation measure in the pixels in the vicinity of the temporary border as the weighting coefficient.;COPYRIGHT: (C)2009,JPO&INPIT
机译:要解决的问题:提供一种边界提取方法,程序和装置,以更平滑,更快速地提取图像数据(尤其是血管内超声图像数据)上的边界(尤其是血管内腔的轮廓和内膜的轮廓)解决方案:边界提取方法(程序和设备)用于提取图像数据上的边界,并包括一个临时边界设置步骤,用于通过插值找到临时边界用户在图像数据上设置的多个种子点中的,分离度分布计算步骤,用于至少在临时边界附近计算像素中的分离度的边界提取步骤,以及基于该边界提取步骤的边界提取步骤。通过最小二乘法的多项式逼近,以临时边界附近像素中的分离度量作为权重版权。(C)2009,日本特许厅&INPIT

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