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An efficient system for preprocessing confocal corneal images for subsequent analysis

机译:用于预处理共聚焦角膜图像以进行后续分析的有效系统

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摘要

A confocal microscope provides a sequence of images of the various corneal layers and structures at different depths from which medical clinicians can extract clinical information on the state of health of the patient's cornea. Preprocessing the confocal corneal images to make them suitable for analysis is very challenging due the nature of these images and the amount of the noise present in them. This paper presents an efficient preprocessing approach for confocal corneal images consisting of three main steps including enhancement, binarisation and refinement. Improved visualisation, cell counts and measurements of cell properties have been achieved through this system and an interactive graphical user interface has been developed.
机译:共聚焦显微镜提供了在不同深度的各种角膜层和结构的图像序列,医学医生可以从中提取有关患者角膜健康状况的临床信息。预处理共焦角膜图像以使其适合分析是非常具有挑战性的,因为这些图像的性质和其中存在的噪声数量很大。本文提出了一种共焦角膜图像的有效预处理方法,包括三个主要步骤,包括增强,二值化和细化。通过该系统实现了更好的可视化,细胞计数和细胞特性测量,并开发了交互式图形用户界面。

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