FundusPosNet: A Deep Learning Driven Heatmap Regression Model for the Joint Localization of Optic Disc and Fovea Centers in Color Fundus Images

FundusPosNet: A Deep Learning Driven Heatmap Regression Model for the Joint Localization of Optic Disc and Fovea Centers in Color Fundus Images

The localization of the optic disc and fovea is crucial in the automated diagnosis of various retinal diseases. We propose a novel deep learning driven heatmap regression model based on the encoder-decoder architecture for the joint detection of optic disc and fovea centers in color fundus images. T...

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Bibliographic Details
Main Authors: Bhargav J. Bhatkalkar, S. Vighnesh Nayak, Sathvik V. Shenoy, R. Vijaya Arjunan
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Fundus image
optic disc
fovea
deep learning
heatmap
regression neural network
Online Access:https://ieeexplore.ieee.org/document/9611261/

Internet

https://ieeexplore.ieee.org/document/9611261/

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