Contrast Enhancement of Fundus Images by Employing Modified PSO for Improving the Performance of Deep Learning Models

Contrast Enhancement of Fundus Images by Employing Modified PSO for Improving the Performance of Deep Learning Models

Computer-Aided diagnosis (CAD) is a widely used technique to detect and diagnose diseases like tumors, cancers, edemas, etc. Several critical retinal diseases like diabetic retinopathy (DR), hypertensive retinopathy (HR), Macular degeneration, retinitis pigmentosa (RP) are mainly analyzed based on t...

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Bibliographic Details
Main Authors: Khursheed Aurangzeb, Sheraz Aslam, Musaed Alhussein, Rizwan Ali Naqvi, Muhammad Arsalan, Syed Irtaza Haider
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
CAD tools
healthcare
contrast enhancement
CLAHE
PSO
modified PSO
Online Access:https://ieeexplore.ieee.org/document/9385068/

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