Deep learning on image denoising: An overview

Deep learning techniques have received much attention in the area of image denoising. However, there are substantial differences in the various types of deep learning methods dealing with image denoising. Specifically, discriminative learning based on deep learning can ably address the issue of Gaus...

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Veröffentlicht in:	Neural networks Jg. 131; S. 251 - 275
Hauptverfasser:	Tian, Chunwei, Fei, Lunke, Zheng, Wenxian, Xu, Yong, Zuo, Wangmeng, Lin, Chia-Wen
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States Elsevier Ltd 01.11.2020
Schlagworte:	Blind denoising Deep Learning Hybrid noisy images Image denoising Image Processing, Computer-Assisted - methods Image Processing, Computer-Assisted - standards Real noisy images Signal-To-Noise Ratio Deep learning Real noisy images Blind denoising Hybrid noisy images Image denoising
ISSN:	0893-6080, 1879-2782, 1879-2782
Online-Zugang:	Volltext
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