基于增强分水岭变换的智能手机眼底图像视盘分割方法

Shubhi Gupta, Sanjeev Thakur, Ashutosh Gupta
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引用次数: 0

摘要

视盘(OD)自动检测对于建立一个计算机辅助的眼病治疗设备起着非常重要的作用。面部状况测试是一个限制因素。视盘检测属于监督检测方法。建议的方法是利用眼底图像的边缘信息来定位视盘,并识别异常(如癌症)的存在。Sobel边缘检测器采用分水岭算法采集边缘信息并进行分割。然后进行霍夫圆变换,用圆逼近视盘边界。
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An enhancive Watershed transformation approach to segment Optic Disk from Smartphone Fundus Images
In order to build a PC-assisted device for eye diseases, automatic optic disc (OD) detection plays a very important role. Face condition testing is a limiting factor. Optic Disk detection belongs to a supervised approach. The suggested approach uses the fundus image’s edge information to locate the Optic Disk and identify the presence of abnormality such as a cancer. The Sobel edge detector uses the watershed algorithm to collect edge information and segmentation. Then the Hough circle transformation is performed to approximate the Optic Disk boundary by a circle.
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