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OALib Journal期刊
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Retinal Vessel Image Segmentation and Three-dimensional Reconstruction of Retinal Vessel
视网膜血管图像分割及眼底血管三维重建

Keywords: Retinal vessel image,blood vessel image segmentation,eliminating background differences,expectation-maximization algorithm,three-dimensional retinal vessel model
视网膜血管图像
,血管图像分割,背景均衡,期望最大化算法,三维眼底血管模型

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Abstract:

Retinal vessel appearance is an important indicator for many early diagnoses, including diabetes, hypertension, and arteriosclerosis. Computer processing can help doctors' work and a retinal vessel image segmentation algorithm was proposed. A local normalization algorithm was used to eliminate background differences. Expectation-maximization algorithm was used to classify the pixels into several classes to obtain segmentation results. At last, based on the anatomical and physiological characteristics of the eye, a reconstruction method to reconstruct three-dimensional retinal vessel was realized by inverse projection theory. The model can be viewed from different directions.

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