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METHOD AND APPARATUS FOR EVALUATING BLOOD VESSEL IN FUNDUS COLOR IMAGE, AND COMPUTER DEVICE AND MEDIUM

机译:用于评估眼底彩色图像的血管的方法和装置,以及计算机设备和介质

摘要

A method and apparatus for evaluating a blood vessel in a fundus color image, and a computer device and a medium. The method comprises: using a pre-trained segmentation model to extract a retinal blood vessel image of a topological structure from a fundus color image; extracting a blood vessel center line from the retinal blood vessel image, and setting an error band of the blood vessel center line by taking a preset standard blood vessel center line as a reference (S120); according to the error band, calculating an error of the blood vessel center line relative to the standard blood vessel center line, so as to obtain a blood vessel topological structure error of the retinal blood vessel image (S130); and according to the blood vessel topological structure error, evaluating the segmentation of the fundus color image by a segmentation model, and generating an evaluation result (S140), so that the blood vessel topological structure error is used for evaluating the integrity and accuracy of a blood vessel topological structure, and the evaluation effect is better.
机译:一种用于评估眼底彩色图像的血管和计算机装置和介质的方法和装置。该方法包括:使用预先训练的分割模型,从眼底彩色图像提取拓扑结构的视网膜血管图像;从视网膜血管图像中提取血管中心线,并通过采用预设的标准血管中心线作为参考来设置血管中心线的误差带;根据错误频带,计算血管中心线相对于标准血管中心线的误差,从而获得视网膜血管图像的血管拓扑结构误差(S130);并且根据血管拓扑结构误差,通过分割模型评估眼底彩色图像的分割,并产生评估结果(S140),使血管拓扑结构误差用于评估A的完整性和准确性血管拓扑结构,评价效果更好。

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