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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Vydané v:	2015 IEEE International Conference on Information and Automation s. 2720 - 2724
Hlavní autori:	Xiufen Ye, Lin Wang, Huiming Xing, Le Huang
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.08.2015
Predmet:	deep learning Image denoising Neural networks Noise Noise reduction Speckle stacked sparse denoising autoencoder Testing Training
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