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3D Reconstruction of Fundus Vascular Structure Based on Binocular Stereovision

机译:基于双眼立体视觉的眼底血管结构的3D重建

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In order to obtain accurate 3D information of the retinal vascular structure, this paper presents a method of 3D reconstruction of retinal vascular structure based on binocular stereovision. According to the structural characteristics of blood vessels in the fundus, the blood vessel is simplified into a skeleton of single-pixel width. The bifurcation points and the line segments between these points are extracted and described. The bifurcation points are firstly matched by epipolar geometry and then the line segments between two bifurcation points are used to match the pixel points on the line segments. Finally, the matched bifurcation points and line segments were reconstructed by the parameter matrix of the camera in order to improve the spatial information of the blood vessels in the fundus, and to completely depict the 3D structure of the vascular veins in the fundus. Through the demonstration and experiments, this method can realize 3D reconstruction of the retinal vascular structure and the real-time monitoring of retinal position and posture to be examined, which can be used to correct the B-scan images of the OCT and provide an accurate 3D image for ophthalmology.
机译:为了获得准确的视网膜血管结构3D信息,本文提出了一种基于双目立体视觉的3D视网膜血管结构重建方法。根据眼底血管的结构特征,将血管简化为单像素宽度的骨架。提取并描述分叉点和这些点之间的线段。分叉点首先通过对极几何形状匹配,然后两个分叉点之间的线段用于匹配线段上的像素点。最后,通过摄像机的参数矩阵重建匹配的分叉点和线段,以改善眼底血管的空间信息,并完整描绘眼底血管的3D结构。通过演示和实验,该方法可以实现视网膜血管结构的3D重建以及要检查的视网膜位置和姿势的实时监控,可用于校正OCT的B扫描图像并提供准确的图像。眼科的3D图像。

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