articleTop 1% cited
Image denoising using deep CNN with batch renormalization
Neural Networks · 2019 · Vol. 121 · pp. 461–473
Chunwei Tian(Harbin Institute of Technology)Yong Xu✉(Peng Cheng Laboratory)Wangmeng Zuo(Harbin Institute of Technology)
Image and Signal Denoising MethodsAdvanced Image Fusion TechniquesAdvanced Image Processing TechniquesNoise reductionComputer scienceConvolutional neural networkImage denoisingArtificial intelligenceRenormalizationCode (set theory)Deep learningPattern recognition (psychology)Image (mathematics)
MeSH terms
Deep LearningPattern Recognition, AutomatedSignal-To-Noise Ratio
Funding
- National Natural Science Foundation of China
Citations
552
FWCI
25.45
field-weighted impact
References
78
Percentile
100%
vs. same field & year
Citations per year
Cited by
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References
Image Super-Resolution Using Deep Convolutional Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 9,618 citations
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
Fields of Experts
International Journal of Computer Vision · 2009 · 860 citations
Fast Gradient-Based Algorithms for Constrained Total Variation Image Denoising and Deblurring Problems
IEEE Transactions on Image Processing · 2009 · 2,007 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
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