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Nonlinear registration for scanned retinal images: application to ocular polarimetry

机译:视网膜图像扫描的非线性配准:在眼偏振仪中的应用

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摘要

Retinal images of approximately 1 deg of visual field were recorded with a homemade scanning laser ophthalmoscope. The benefit of using a nonlinear registration technique to improve the summation process when averaging frames, rather than a standard approach based on correlation, was assessed. Results suggest that nonlinear methods can surpass linear transformations, allowing improved contrast and more uniform image quality. The importance of this is also demonstrated with specific polarization measurements to determine the degree of polarization across an imaged retinal area. In such a context, where this parameter of polarization is extracted from a combination of registered images, the benefit of the nonlinear method is further increased.
机译:用自制的扫描激光检眼镜记录大约1度视野的视网膜图像。评估了使用非线性配准技术改进求平均帧时的求和过程,而不是基于相关性的标准方法的好处。结果表明,非线性方法可以超越线性变换,从而改善对比度并提供更均匀的图像质量。通过特定的偏振测量来确定整个成像视网膜区域的偏振程度,也证明了这一点的重要性。在这种情况下,从记录的图像组合中提取该偏振参数,则可以进一步提高非线性方法的优势。

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