Multivariate Regression-Based Convolutional Neural Network Model for Fundus Image Quality Assessment

Multivariate Regression-Based Convolutional Neural Network Model for Fundus Image Quality Assessment

Objectively assessing the perceptual quality of an ocular fundus image is essential for the reliable diagnosis of various ocular diseases. A fair amount of work has been done in this field to date. However, the generalizability of the current work is limited, as the existing quality models were deve...

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Bibliographic Details
Main Authors: Aditya Raj, Nisarg A. Shah, Anil Kumar Tiwari, Maria G. Martini
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Fundus image quality assessment
diabetic retinopathy
multivariate regression
convolutional neural network
Online Access:https://ieeexplore.ieee.org/document/9044361/

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