Classification of Glaucoma Based on Elephant-Herding Optimization Algorithm and Deep Belief Network

Classification of Glaucoma Based on Elephant-Herding Optimization Algorithm and Deep Belief Network

This study proposes a novel glaucoma identification system from fundus images through the deep belief network (DBN) optimized by the elephant-herding optimization (EHO) algorithm. Initially, the input image undergoes the preprocessing steps of noise removal and enhancement processes, followed by opt...

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Bibliographic Details
Main Authors: Mona A. S. Ali, Kishore Balasubramanian, Gayathri Devi Krishnamoorthy, Suresh Muthusamy, Santhiya Pandiyan, Hitesh Panchal, Suman Mann, Kokilavani Thangaraj, Noha E. El-Attar, Laith Abualigah, Diaa Salama Abd Elminaam
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Electronics
Subjects:
optic disc
optic cup
elephant-herding optimization
deep belief network
circle Hough transform
modified Wiener filter
Online Access:https://www.mdpi.com/2079-9292/11/11/1763

Internet

https://www.mdpi.com/2079-9292/11/11/1763

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