Retinal blood vessel tortuosity measurement for analysis of hypertensive retinopathy

S. Nirmala, Sanyukta Chetia
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引用次数: 8

Abstract

The retinal blood vessels act as landmark for detecting some retinal diseases. The changes in the vessel characteristics such as tortuosity may be used to estimate the effect of hypertension. In this paper, a simple distance metric (DM) method is used to evaluate the tortuosity of blood vessels. Initially, the method is applied on synthetically generated blood vessels of normal, moderate and severely tortuous nature. Then retinal vessels are segmented using image processing methods. Small vessel segments are selected manually and used for tortuosity evaluation. These images are collected from local eye hospital, DRIVE database and VICAVR database. The results obtained show that the method is capable enough to estimate the tortuosity and have close correlation with subjective evaluation of tortuosity.
高血压视网膜病变视网膜血管弯曲度测量分析
视网膜血管是检测某些视网膜疾病的标志。血管特征的改变,如扭曲,可用于估计高血压的影响。本文采用一种简单的距离度量法(DM)来评价血管扭曲程度。首先,将该方法应用于正常、中度和严重扭曲性质的合成血管。然后利用图像处理方法对视网膜血管进行分割。人工选择小的血管节段并用于弯曲度评估。这些图像来自当地眼科医院、DRIVE数据库和VICAVR数据库。结果表明,该方法能较好地估计出弯曲度,且与弯曲度的主观评价有较好的相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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