reviewTop 1% cited
Deep learning on image denoising: An overview
Neural Networks · 2020 · Vol. 131 · pp. 251–275
Chunwei Tian(Shenzhen Institute of Information Technology)Lunke Fei(Guangdong University of Technology)Wenxian ZhengYong Xu✉(Harbin Institute of Technology)Wangmeng Zuo(Harbin Institute of Technology)Chia‐Wen Lin(National Tsing Hua University)
Image and Signal Denoising MethodsAdvanced Image Fusion TechniquesAdvanced Image Processing TechniquesDeep learningArtificial intelligenceComputer scienceConvolutional neural networkNoise reductionPattern recognition (psychology)Discriminative modelNoise (video)Deep belief networkImage (mathematics)
MeSH terms
Deep LearningImage Processing, Computer-AssistedSignal-To-Noise Ratio
Funding
- National Natural Science Foundation of China
- Shenzhen Municipal Science and Technology Innovation Council
Citations
1,023
FWCI
56.03
field-weighted impact
References
407
Percentile
100%
vs. same field & year
Citations per year
References
Nonlocally Centralized Sparse Representation for Image Restoration
IEEE Transactions on Image Processing · 2012 · 1,530 citations
Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering
IEEE Transactions on Image Processing · 2007 · 9,026 citations
Extended tanh-function method and its applications to nonlinear equations
Physics Letters A · 2000 · 1,992 citations
Deep learning in neural networks: An overview
Neural Networks · 2014 · 17,774 citations
Reducing the Dimensionality of Data with Neural Networks
Science · 2006 · 20,627 citations
Gradient-based learning applied to document recognition
Proceedings of the IEEE · 1998 · 57,014 citations
A Fast Learning Algorithm for Deep Belief Nets
Neural Computation · 2006 · 16,253 citations
FSIM: A Feature Similarity Index for Image Quality Assessment
IEEE Transactions on Image Processing · 2011 · 5,079 citations
Related articles
Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning
IEEE Transactions on Intelligent Transportation Systems · 2014 · 1,132 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.