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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Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 243; pp. 12 - 20
Main Authors:	Fan, Zunlin, Bi, Duyan, He, Linyuan, Shiping, Ma, Gao, Shan, Li, Cheng
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 21.06.2017
Subjects:	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
Online Access:	Get full text
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