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Automatic Location of Blood Vessel Bifurcations inudDigital Eye Fundus Images

机译:血管分叉的自动定位数位眼底图像

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摘要

Retinal blood vessels are linked with hypertension and cardiovascular disease. It is generally known that vascular bifurcation is mainly involved in varying blood flow velocity as well as its pressure. This paper presents anudefficient method for automatic location of blood vessel bifurcations in digital eye fundus images. The proposed algorithm comprised of three main steps: image enhancement, fuzzy clustering, and searching vascular bifurcation. The purposed algorithm revealed successful detection of bifurcations upon test images. Results showed improved diagnostic accuracy in identifying bifurcations with use of the proposed algorithm and encourage its use for further applications such as image registration, personal identification and pre-clinical scanning of retina diagnosis.
机译:视网膜血管与高血压和心血管疾病有关。众所周知,血管分叉主要与改变血流速度及其压力有关。本文提出了一种在数字眼底图像中自动定位血管分叉的有效方法。所提出的算法包括三个主要步骤:图像增强,模糊聚类和搜索血管分叉。有目的的算法揭示了在测试图像上成功检测到分叉。结果表明,使用提出的算法可提高诊断分叉的诊断准确性,并鼓励将其用于进一步的应用,例如图像配准,个人识别和视网膜诊断的临床前扫描。

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