Denoising hybrid noises in image with stacked autoencoder

A method based on sparse denoising autoencoder for denoising hybrid noises in image is proposed in this paper. The method is experimented on natural images and the performance is evaluated in terms of peak signal to noise ratio (PSNR). By specifically designing the training process of sparse denoisi...

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Bibliographic Details

Published in:	2015 IEEE International Conference on Information and Automation pp. 2720 - 2724
Main Authors:	Xiufen Ye, Lin Wang, Huiming Xing, Le Huang
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.08.2015
Subjects:	deep learning Image denoising Neural networks Noise Noise reduction Speckle stacked sparse denoising autoencoder Testing Training
Online Access:	Get full text
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