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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE ... International Conference on Data Mining workshops S. 241 - 246
1. Verfasser:	Gondara, Lovedeep
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.12.2016
Schlagworte:	Biomedical imaging convolutional autoencoder Convolutional codes denoising autoencoder Image denoising Noise level Noise measurement Noise reduction Training
ISSN:	2375-9259
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!