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Fast Optic Disc Segmentation in Fundus Images

机译:基底图像中的快速光盘分割

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The identification of the optic disc (OD) in fudus images is a useful landmark for a large number of ophthalmic diseases. The method proposed herein detects and segments the OD in a rather simple and fast manner, compared with those methods recently published. The procedure involves first: segment the blood vessel, then locate the OD using the highest intensity values found near the vessels. Finally, OD segmentation is performed using a modification of the elliptical Hough transform. The results are evaluated using five different metrics already used in the literature on the subject, and applied to a public database of 1200 fundus images, obtaining 89% in the Dice coefficient and 82% in Jaccard coefficient, and taking a processing time of 4.1 seconds per image. Compared with other published methodologies, the results presented with the current technique, improve speed performance while maintaining similar precision metrics.
机译:Fudus图像中的光盘(OD)的识别是大量眼科疾病的有用地标。与最近公布的那些方法相比,本文提出的方法以相当简单和快速的方式检测和区分OD。该过程涉及第一:筛分血管,然后使用血管附近的最高强度值定位OD。最后,使用椭圆霍夫变换的修改来执行OD分割。结果是使用在主题上的文献中使用的五种不同的指标进行评估,并应用于1200个眼底图像的公共数据库,在骰子系数中获得89%,在Jaccard系数中为82%,并采取4.1秒的处理时间每张图片。与其他发表的方法相比,通过电流技术提出的结果,提高了速度性能,同时保持了类似的精度度量。

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