Optic Disk Detection in Fundus Image Based on Structured Learning.(Pre Print 2017)
The mainstay of the project is to Detect Optic Disk in Fundus Image Based on Structured Learning.
We propose a method for OD detection based on structured learning which belongs to a supervised method to avoid making assumptions. The proposed method utilizes the edge information of the fundus image to detect the OD. It is different from the traditional method which applied the traditional edge detector, such as Prewitt edge detector, to capture the edge information. Since the vascular edges on the fundus image are very strong, when the traditional edge operator is applied to detect the OD edge, many vascular edges are detected besides OD edge.