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Attention-guided CNN for image denoising

Neural Networks · 2020 · Vol. 124 · pp. 117–129
Chunwei TianYong XuZuoyong LiWangmeng ZuoLunke FeiHong Liu
Image and Signal Denoising MethodsAdvanced Image Fusion TechniquesAdvanced Image Processing TechniquesNoise reductionComputer scienceBlock (permutation group theory)Artificial intelligenceConvolutional neural networkNoise (video)Pattern recognition (psychology)Feature (linguistics)Deep learningCode (set theory)

MeSH terms

Pattern Recognition, AutomatedNeural Networks, ComputerSignal-To-Noise Ratio

Funding

  • National Natural Science Foundation of China
Citations
646
FWCI
39.25
field-weighted impact
References
87
Percentile
100%
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Citations per year
Cited by
Deep learning on image denoising: An overview
Neural Networks · 2020 · 1,023 citations
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
ImageNet classification with deep convolutional neural networks
Communications of the ACM · 2017 · 75,550 citations
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
IEEE Transactions on Image Processing · 2017 · 8,558 citations
FFDNet: Toward a Fast and Flexible Solution for CNN-Based Image Denoising
IEEE Transactions on Image Processing · 2018 · 2,443 citations
Image denoising using deep CNN with batch renormalization
Neural Networks · 2019 · 552 citations
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