Medical Image Denoising Using Convolutional Denoising Autoencoders

Image denoising is an important pre-processing step in medical image analysis. Different algorithms have been proposed in past three decades with varying denoising performances. More recently, having outperformed all conventional methods, deep learning based models have shown a great promise. These...

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Bibliographic Details

Published in:	IEEE ... International Conference on Data Mining workshops pp. 241 - 246
Main Author:	Gondara, Lovedeep
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.12.2016
Subjects:	Biomedical imaging convolutional autoencoder Convolutional codes denoising autoencoder Image denoising Noise level Noise measurement Noise reduction Training
ISSN:	2375-9259
Online Access:	Get full text
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