EFID: Edge-Focused Image Denoising Using a Convolutional Neural Network

EFID: Edge-Focused Image Denoising Using a Convolutional Neural Network

In this paper, we propose an edge-focused image denoising convolutional neural network for the restoration of noisy images corrupted with additive white Gaussian noise (AWGN). First, the edge information for an input image is obtained for each RGB channel using the simple Laplacian edge operator on...

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Bibliographic Details
Main Authors: Shivarama Holla K, Nokap Park, Bumshik Lee
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Convolutional neural networks
deep learning
denoising
edge guidance
Gaussian noise
Online Access:https://ieeexplore.ieee.org/document/10025731/

Internet

https://ieeexplore.ieee.org/document/10025731/

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