文章基本信息

标题：HYBRID METHOD BASED RETINAL OPTIC DISC DETECTION
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作者：Arif Muntasa ; Indah Agustien Siradjuddin ; Moch Kautsar Sophan 等
期刊名称：International Journal of New Computer Architectures and their Applications
印刷版ISSN：2220-9085
出版年度：2015
卷号：5
期号：3
页码：102-106
DOI：10.17781/P001900
出版社：Society of Digital Information and Wireless Communications
摘要：We propose a hybrid method based for the Optic Disc (OD) detection in the retinal image. This research consists of three main steps. First, blood vessel removal with homomorphic and median filtering. Second, edge detection using canny operator. Third, OD detection using the Hough transform. The Hough transform is used since the objective object is the curve with circle shape, i.e. optic disc region. Therefore, we can find the shape by using the Hough transform with the circle equation. In this research, the generated circles from Hough transform are matched with the edge pixels of the retinal image. The closest match (showed by the maximum value of accumulator) means that the optic disc is detected. The experiments show that the best accuracy is achieved when the distance value between the generated circles is 3. The average sensitivity, specificity, and balanced accuracy are 64.6182575%, 98.58545%, and 81.6018%, respectively.
关键词：Homomorphic Filtering; Canny Edge Detection; ; Hough Transform; balanced accuracy; sensitivity; ; specificity