Hybrid learning of vessel segmentation in retinal images

• Main Authors: Worapan Kusakunniran, Peeraphat Charoenpanich, Perapat Samunyanoraset, Sarocha Suksai, Sarattha Kanchanapreechakorn, Qiang Wu, Jian Zhang
• Other Authors: University of Technology Sydney
• Format: Article
• Published: 2022
• Subjects: Computer Science; Decision Sciences; Engineering
• Online Access: https://repository.li.mahidol.ac.th/handle/123456789/76757
• Institution: Mahidol University

In this paper, a novel technique of vessel segmentation in retinal images using a hybrid learning based approach is proposed. Unlike most other existing methods, a double-layer segmentation technique combining supervised and instance learning steps is introduced to enhance a sensitivity score of seg...