Fully Symmetric Convolutional Network for Effective Image Denoising

Neural-network-based image denoising is one of the promising approaches to deal with problems in image processing. In this work, a deep fully symmetric convolutional⁻deconvolutional neural network (FSCN) is proposed for image denoising. The proposed model comprises a novel architecture wit...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Steffi Agino Priyanka, Yuan-Kai Wang
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2019-02-01
Cyfres:Applied Sciences
Pynciau:
image denoising
convolutional–deconvolutional networks
Adam optimizer
GPU computing
Mynediad Ar-lein:https://www.mdpi.com/2076-3417/9/4/778
Tagiau: Ychwanegu Tag
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