Retinal vessel segmentation based on neural network application

• Main Author: Tan, Chin Guan
• Other Authors: Jiang Xudong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering
• Online Access: https://hdl.handle.net/10356/138852
• Institution: Nanyang Technological University

Automated segmentation of retinal vessels plays an important role in diagnosing diabetic diseases. In this paper, I propose the convolutional neural network (U-Net) to yield more precise segmentations of retinal vessels from various fundus images. The performance of this neural network was first tes...