一种管状组织分割方法、系统和存储介质

By generating feature maps using an image processing system and applying a region growing algorithm for repair, the problems of breakage and adhesion in tubular tissue segmentation were solved, thus improving segmentation accuracy.

CN115841458BActive Publication Date: 2026-07-17SHANGHAI UNITED IMAGING INTELLIGENCE CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
SHANGHAI UNITED IMAGING INTELLIGENCE CO LTD
Filing Date
2022-11-11
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Tubular tissues in the scanned object have complex orientations and varying thicknesses, making segmentation difficult, especially the problems of broken fine branches and adhesion and missegmentation between different sub-tubular structures.

Method used

An image processing system is used to acquire the image of the scanned object, generate a first feature map, determine the segmentation result of the sub-tubular tissue based on the image and the first feature map, and repair the fractured area by using a region growing algorithm to reduce adhesion-induced segmentation.

Benefits of technology

It improves the accuracy of tubular tissue segmentation, repairs broken branches, reduces adhesion and missegmentation between different sub-tubular tissues, and enhances the precision of segmentation results.

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Abstract

本说明书实施例提供一种管状组织分割方法、系统、装置和存储介质。所述方法包括:获取扫描对象的待处理图像,所述扫描对象包括管状组织,所述管状组织包括至少一个子管状组织;基于待处理图像,生成第一特征图,第一特征图中的每个元素的值表示对应的物理点属于管状组织的概率;以及对至少一个子管状组织中的每个子管状组织,基于待处理图像和第一特征图,确定子管状组织的分割结果。
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