Median Filter Aided CNN Based Image Denoising: An Ensemble Approach

Median Filter Aided CNN Based Image Denoising: An Ensemble Approach

Image denoising is a challenging research problem that aims to recover noise-free images from those that are contaminated with noise. In this paper, we focus on the denoising of images that are contaminated with additive white Gaussian noise. For this purpose, we propose an ensemble learning model t...

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Bibliographic Details
Main Authors: Subhrajit Dey, Rajdeep Bhattacharya, Friedhelm Schwenker, Ram Sarkar
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Algorithms
Subjects:
image denoising
CNN
deep learning
Gaussian noise
median filter
BSD500 and Set12 datasets
Online Access:https://www.mdpi.com/1999-4893/14/4/109

Internet

https://www.mdpi.com/1999-4893/14/4/109

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