Localization of Optic Disc in Fundus Images Based on Yolov3
作者单位：School of Mechanical and Electrical Engineering and AutomationShanghai University
会议名称：《第40届中国控制会议》
会议日期：2021年
学科分类：08[工学] 1010[医学-医学技术（可授医学、理学学位）] 080203[工学-机械设计及理论] 0802[工学-机械工程] 10[医学]
关 键 词：Fundus Image Optic Disc Localization Yolov3
摘 要：In order to improve the detection accuracy and detection speed of optic disc in fundus images,an endto-end localization method based on Yolov3 framework was proposed in this *** pre-processed fundus images were input into Yolov3 framework to locate optic discs *** proposed method achieved 100% accuracy on MESSIDOR,DIARETDBO,DIARETDB1 and DRIVE datasets.97.5% and 98% success rates were obtained on STARE and KAGGLE datasets *** average localization time was *** test results demonstrate that this proposed method can locate optic disc in both normal fundus images and the fundus images with pathological retinas robustly and rapidly.