DRIVE Digital Retinal Images for Vessel Extraction DRIVE数字视网膜图像进行血管提取

建立DRIVE数据库，对视网膜图像血管分割进行比较研究。视网膜血管分割和描绘视网膜血管的形态属性，如长度、宽度、弯曲度、分支模式和角度，可以用于诊断、筛选、治疗和评价各种心血管和眼科疾病。

The DRIVE database was established for comparative research on blood vessel segmentation in retinal images. Retinal vessel segmentation and the characterization of morphological attributes of retinal blood vessels, including length, width, tortuosity, branching patterns and angles, can be used for the diagnosis, screening, treatment and evaluation of various cardiovascular and ophthalmic diseases.

搜集汇总

背景与挑战

背景概述

DRIVE数据集包含40张高分辨率视网膜图像，用于血管分割研究，分为训练集和测试集各20张。该数据集支持糖尿病等心血管和眼科疾病的诊断与研究，并提供手动分割的黄金标准以进行比较分析。