Automated retinal health diagnosis using pyramid histogram of visual words and Fisher vector techniques

• Main Authors: Koh, Joel E.W., Ng, Eddie Y.K., Bhandary, Sulatha V., Hagiwara, Yuki, Laude, Augustinus, Acharya, U. Rajendra
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2018
• Subjects: Age-related Macular Degeneration; Bag-of-visual-words
• Online Access: https://hdl.handle.net/10356/85756; http://hdl.handle.net/10220/45365
• Institution: Nanyang Technological University

Untreated age-related macular degeneration (AMD), diabetic retinopathy (DR), and glaucoma may lead to irreversible vision loss. Hence, it is essential to have regular eye screening to detect these eye diseases at an early stage and to offer treatment where appropriate. One of the simplest, non-invas...