PReLU and edge‐aware filter‐based image denoiser using convolutional neural network

Convolutional neural networks (CNNs) based on the discriminative learning model have been widely used for image denoising. In this study, a feed‐forward denoising CNN (DnCNN) with a parametric rectified linear unit (PReLU) is used to improve the denoising performance. PReLU enhances the model fittin...

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Bibliographic Details
Main Authors: Rini Smita Thakur, Ram Narayan Yadav, Lalita Gupta
Format: Article
Language:English
Published: Wiley 2020-12-01
Series:IET Image Processing
Subjects:
Online Access:https://doi.org/10.1049/iet-ipr.2020.0717