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        TITLE = "Small Neural Networks can Denoise Image Textures Well:
A Useful Complement to BM3D",
        JOURNAL = IPOL,
        VOLUME = "6",
        YEAR = "2016",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18589"}

@article{bb19861,
        AUTHOR = "Lyu, G. and Yin, H. and Yu, X. and Luo, S.W.",
        TITLE = "A Local Characteristic Image Restoration Based on Convolutional Neural
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        JOURNAL = IEICE,
        VOLUME = "E99-D",
        YEAR = "2016",
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        MONTH = "August",
        PAGES = "2190-2193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18590"}

@article{bb19862,
        AUTHOR = "Zhang, K. and Zuo, W.M. and Chen, Y.J. and Meng, D.Y. and Zhang, L.",
        TITLE = "Beyond a Gaussian Denoiser:
Residual Learning of Deep CNN for Image Denoising",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3142-3155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18591"}

@article{bb19863,
        AUTHOR = "Zhang, K. and Zuo, W.M. and Zhang, L.",
        TITLE = "FFDNet: Toward a Fast and Flexible Solution for CNN-Based Image
Denoising",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4608-4622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18592"}

@inproceedings{bb19864,
        AUTHOR = "Zhang, K. and Zuo, W.M. and Gu, S. and Zhang, L.",
        TITLE = "Learning Deep CNN Denoiser Prior for Image Restoration",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2808-2817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18593"}

@article{bb19865,
        AUTHOR = "Zhang, F. and Cai, N. and Wu, J.X. and Cen, G.D. and Wang, H. and Chen, X.D.",
        TITLE = "Image Denoising Method Based on a Deep Convolution Neural Network",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "485-493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18594"}

@article{bb19866,
        AUTHOR = "Yin, J. and Chen, B. and Li, Y.",
        TITLE = "Highly Accurate Image Reconstruction for Multimodal Noise Suppression
Using Semisupervised Learning on Big Data",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3045-3056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18595"}

@article{bb19867,
        AUTHOR = "Tassano, M. and Delon, J. and Veit, T.",
        TITLE = "An Analysis and Implementation of the FFDNet Image Denoising Method",
        JOURNAL = IPOL,
        VOLUME = "9",
        YEAR = "2019",
        PAGES = "1-25",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18596"}

@article{bb19868,
        AUTHOR = "Xu, W.J. and Xu, G.L. and Wang, Y. and Sun, X. and Lin, D. and Wu, Y.R.",
        TITLE = "Deep Memory Connected Neural Network for Optical Remote Sensing Image
Restoration",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18597"}

@article{bb19869,
        AUTHOR = "Cho, S.I. and Kang, S.",
        TITLE = "Gradient Prior-Aided CNN Denoiser With Separable Convolution-Based
Optimization of Feature Dimension",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "484-493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18598"}

@article{bb19870,
        AUTHOR = "Xue, H.Z. and Cui, H.W.",
        TITLE = "Research on image restoration algorithms based on BP neural network",
        JOURNAL = JVCIR,
        VOLUME = "59",
        YEAR = "2019",
        PAGES = "204-209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18599"}

@article{bb19871,
        AUTHOR = "Shi, W.Z. and Jiang, F. and Zhang, S.P. and Wang, R. and Zhao, D.B. and Zhou, H.Y.",
        TITLE = "Hierarchical residual learning for image denoising",
        JOURNAL = SP:IC,
        VOLUME = "76",
        YEAR = "2019",
        PAGES = "243-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18600"}

@article{bb19872,
        AUTHOR = "Shin, S.Y. and Kim, D.M. and Suh, J.W.",
        TITLE = "Image Denoiser Using Convolutional Neural Network with Deconvolution
and Modified Residual Network",
        JOURNAL = IEICE,
        VOLUME = "E102-D",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1598-1601",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18601"}

@article{bb19873,
        AUTHOR = "Dong, W.S. and Wang, P.Y. and Yin, W.T. and Shi, G.M. and Wu, F.F. and Lu, X.T.",
        TITLE = "Denoising Prior Driven Deep Neural Network for Image Restoration",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2305-2318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18602"}

@article{bb19874,
        AUTHOR = "Wang, F. and Huang, H. and Liu, J.",
        TITLE = "Variational-Based Mixed Noise Removal With CNN Deep Learning
Regularization",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        NUMBER = "",
        PAGES = "1246-1258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18603"}

@article{bb19875,
        AUTHOR = "Jiang, Y. and Li, H. and Rangaswamy, M.",
        TITLE = "Deep Learning Denoising Based Line Spectral Estimation",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1573-1577",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18604"}

@article{bb19876,
        AUTHOR = "Thakur, R.S. and Yadav, R.N. and Gupta, L.",
        TITLE = "State-of-art analysis of image denoising methods using convolutional
neural networks",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "13",
        MONTH = "November",
        PAGES = "2367-2380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18605"}

@inproceedings{bb19877,
        AUTHOR = "Qu, C. and Moiseikin, M. and Voth, S. and Beyerer, J.",
        TITLE = "CNN-based Image Denoising for Outdoor Active Stereo",
        BOOKTITLE = MVA19,
        YEAR = "2019",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18606"}

@article{bb19878,
        AUTHOR = "Somasundaran, B.V. and Soundararajan, R. and Biswas, S.",
        TITLE = "Robust image retrieval by cascading a deep quality assessment network",
        JOURNAL = SP:IC,
        VOLUME = "80",
        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18607"}

@inproceedings{bb19879,
        AUTHOR = "Somasundaran, B.V. and Soundararajan, R. and Biswas, S.",
        TITLE = "Image Denoising for Image Retrieval by Cascading a Deep Quality
Assessment Network",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "525-529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18608"}

@article{bb19880,
        AUTHOR = "Guo, Y.C. and Jia, X.F. and Zhao, B.T. and Chai, H.R. and Huang, Y.R.",
        TITLE = "Multifeature extracting CNN with concatenation for image denoising",
        JOURNAL = SP:IC,
        VOLUME = "81",
        YEAR = "2020",
        PAGES = "115690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18609"}

@article{bb19881,
        AUTHOR = "Ma, R. and Hu, H. and Xing, S. and Li, Z.",
        TITLE = "Efficient and Fast Real-World Noisy Image Denoising by Combining
Pyramid Neural Network and Two-Pathway Unscented Kalman Filter",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "3927-3940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18610"}

@article{bb19882,
        AUTHOR = "Spigler, G.",
        TITLE = "Denoising Autoencoders for Overgeneralization in Neural Networks",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "998-1004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18611"}

@article{bb19883,
        AUTHOR = "Yang, X. and Xu, Y. and Quan, Y. and Ji, H.",
        TITLE = "Image Denoising via Sequential Ensemble Learning",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "5038-5049",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18612"}

@article{bb19884,
        AUTHOR = "Jin, Z. and Iqbal, M.Z. and Bobkov, D. and Zou, W. and Li, X. and Steinbach, E.",
        TITLE = "A Flexible Deep CNN Framework for Image Restoration",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1055-1068",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18613"}

@article{bb19885,
        AUTHOR = "Wen, B. and Li, Y. and Bresler, Y.",
        TITLE = "Image Recovery via Transform Learning and Low-Rank Modeling:
The Power of Complementary Regularizers",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "5310-5323",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18614"}

@article{bb19886,
        AUTHOR = "Xiang, Q. and Peng, L. and Pang, X.L.",
        TITLE = "Image DAEs based on residual entropy maximum",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
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        PAGES = "1164-1169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18615"}

@article{bb19887,
        AUTHOR = "Jiao, J.B. and Tu, W.C. and Liu, D. and He, S.F. and Lau, R.W.H. and Huang, T.S.",
        TITLE = "FormNet: Formatted Learning for Image Restoration",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "6302-6314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18616"}

@inproceedings{bb19888,
        AUTHOR = "Jiao, J.B. and Tu, W.C. and He, S.F. and Lau, R.W.H.",
        TITLE = "FormResNet: Formatted Residual Learning for Image Restoration",
        BOOKTITLE = NTIRE17,
        YEAR = "2017",
        PAGES = "1034-1042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18617"}

@article{bb19889,
        AUTHOR = "Xu, X. and Li, M. and Sun, W. and Yang, M.",
        TITLE = "Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and
Video Denoising",
        JOURNAL = IP,
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        YEAR = "2020",
        PAGES = "7153-7165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18618"}

@article{bb19890,
        AUTHOR = "Byun, J. and Moon, T.",
        TITLE = "Learning Blind Pixelwise Affine Image Denoiser With Single Noisy
Images",
        JOURNAL = SPLetters,
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18619"}

@article{bb19891,
        AUTHOR = "Xia, H.Y. and Zhu, F. and Li, H.S. and Song, S.X. and Mou, X.W.",
        TITLE = "Combination of multi-scale and residual learning in deep CNN for image
denoising",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
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        MONTH = "August",
        PAGES = "2013-2019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18620"}

@article{bb19892,
        AUTHOR = "Singh, G. and Mittal, A. and Aggarwal, N.",
        TITLE = "ResDNN: deep residual learning for natural image denoising",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "11",
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        PAGES = "2425-2434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18621"}

@article{bb19893,
        AUTHOR = "Guo, B.Y. and Song, K.C. and Dong, H.W. and Yan, Y.H. and Tu, Z.B. and Zhu, L.",
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18622"}

@article{bb19894,
        AUTHOR = "Li, X.X. and Xiao, J. and Zhou, Y.Y. and Ye, Y.Z. and Lv, N.Z. and Wang, X.Y. and Wang, S.N. and Gao, S.B.",
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        JOURNAL = JVCIR,
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@article{bb19895,
        AUTHOR = "Tian, Y.J. and Wang, Y.Q. and Yang, L.R. and Qi, Z.Q.",
        TITLE = "CANet: Concatenated Attention Neural Network for Image Restoration",
        JOURNAL = SPLetters,
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18624"}

@article{bb19896,
        AUTHOR = "Wu, T. and Li, W. and Jia, S. and Dong, Y. and Zeng, T.",
        TITLE = "Deep Multi-Level Wavelet-CNN Denoiser Prior for Restoring Blurred
Image With Cauchy Noise",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18625"}

@article{bb19897,
        AUTHOR = "Wang, S.H. and Hu, L. and Li, L. and Zhang, W.G. and Huang, Q.M.",
        TITLE = "Two-stream deep sparse network for accurate and efficient image
restoration",
        JOURNAL = CVIU,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18626"}

@article{bb19898,
        AUTHOR = "Fang, Y.Y. and Zeng, T.Y.",
        TITLE = "Learning deep edge prior for image denoising",
        JOURNAL = CVIU,
        VOLUME = "200",
        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18627"}

@article{bb19899,
        AUTHOR = "Xu, J. and Huang, Y. and Cheng, M.M. and Liu, L. and Zhu, F. and Xu, Z. and Shao, L.",
        TITLE = "Noisy-as-Clean:
Learning Self-Supervised Denoising From Corrupted Image",
        JOURNAL = IP,
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT18628"}

Last update:Oct 19, 2020 at 15:02:28