Low-level structure feature extraction for image processing via stacked sparse denoising autoencoder

•We use deep learning for image processing by extracting image feature.•The extraction has good performance in noisy or low-light circumstance.•We optimize TV and L0 smoothing filter by the proposed feature extraction.•The features can extract image structure features regardless the inputs directly....

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Vydané v:	Neurocomputing (Amsterdam) Ročník 243; s. 12 - 20
Hlavní autori:	Fan, Zunlin, Bi, Duyan, He, Linyuan, Shiping, Ma, Gao, Shan, Li, Cheng
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 21.06.2017
Predmet:	Deep learning Image enhancement Image processing Pattern recognition Spatial filter Deep learning Pattern recognition Image processing Spatial filter Image enhancement
ISSN:	0925-2312, 1872-8286
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