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        TITLE = "Multi-Stage Progressive Image Restoration",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "14816-14826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20329"}

@inproceedings{bb21701,
        AUTHOR = "Zamir, S.W. and Arora, A. and Khan, S. and Hayat, M. and Khan, F.S. and Yang, M.H. and Shao, L.",
        TITLE = "Learning Enriched Features for Real Image Restoration and Enhancement",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXV:492-511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20330"}

@article{bb21702,
        AUTHOR = "Ren, D.W. and Zuo, W.M. and Zhang, D. and Zhang, L. and Yang, M.H.",
        TITLE = "Simultaneous Fidelity and Regularization Learning for Image
Restoration",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "284-299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20331"}

@article{bb21703,
        AUTHOR = "Quan, Y.H. and Chen, Y.X. and Shao, Y.Z. and Teng, H. and Xu, Y. and Ji, H.",
        TITLE = "Image denoising using complex-valued deep CNN",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20332"}

@article{bb21704,
        AUTHOR = "Chen, M.Q. and Quan, Y.H. and Pang, T.Y. and Ji, H.",
        TITLE = "Nonblind Image Deconvolution via Leveraging Model Uncertainty in An
Untrained Deep Neural Network",
        JOURNAL = IJCV,
        VOLUME = "130",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1770-1789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20333"}

@article{bb21705,
        AUTHOR = "Song, Y. and Zhu, Y. and Du, X.",
        TITLE = "Grouped Multi-Scale Network for Real-World Image Denoising",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "2124-2128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20334"}

@article{bb21706,
        AUTHOR = "Wang, Y. and Song, X. and Chen, K.",
        TITLE = "Channel and Space Attention Neural Network for Image Denoising",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "424-428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20335"}

@article{bb21707,
        AUTHOR = "Nguyen, H.V. and Ulfarsson, M.O. and Sveinsson, J.R.",
        TITLE = "Hyperspectral Image Denoising Using SURE-Based Unsupervised
Convolutional Neural Networks",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3369-3382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20336"}

@article{bb21708,
        AUTHOR = "Pan, J.S. and Dong, J.X. and Liu, Y. and Zhang, J.W. and Ren, J. and Tang, J.H. and Tai, Y.W. and Yang, M.H.",
        TITLE = "Physics-Based Generative Adversarial Models for Image Restoration and
Beyond",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2449-2462",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20337"}

@article{bb21709,
        AUTHOR = "Zhang, Y.L. and Tian, Y.P. and Kong, Y. and Zhong, B. and Fu, Y.",
        TITLE = "Residual Dense Network for Image Restoration",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2480-2495",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20338"}

@article{bb21710,
        AUTHOR = "Hou, R.Z. and Li, F.",
        TITLE = "Error feedback denoising network",
        JOURNAL = IET-IPR,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "7",
        PAGES = "1508-1517",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20339"}

@article{bb21711,
        AUTHOR = "Wang, Y.M. and Chang, D.X. and Zhao, Y.",
        TITLE = "A new blind image denoising method based on asymmetric generative
adversarial network",
        JOURNAL = IET-IPR,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "6",
        PAGES = "1260-1272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20340"}

@article{bb21712,
        AUTHOR = "Han, L. and Li, S.J. and Liu, X.P.",
        TITLE = "Image denoising based on BCOLTA: Dataset and study",
        JOURNAL = IET-IPR,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "3",
        PAGES = "624-633",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20341"}

@article{bb21713,
        AUTHOR = "Du, Y. and Han, G.Q. and Tan, Y.J. and Xiao, C.F. and He, S.F.",
        TITLE = "Blind Image Denoising via Dynamic Dual Learning",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "2139-2152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20342"}

@article{bb21714,
        AUTHOR = "Zhang, Y. and Li, K. and Li, K. and Sun, G. and Kong, Y. and Fu, Y.",
        TITLE = "Accurate and Fast Image Denoising via Attention Guided Scaling",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "6255-6265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20343"}

@article{bb21715,
        AUTHOR = "Li, K.Y. and Zhou, W.M. and Li, H. and Anastasio, M.A.",
        TITLE = "Assessing the Impact of Deep Neural Network-Based Image Denoising on
Binary Signal Detection Tasks",
        JOURNAL = MedImg,
        VOLUME = "40",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2295-2305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20344"}

@article{bb21716,
        AUTHOR = "Ye, H.L. and Li, H. and Chen, C.L.P.",
        TITLE = "Adaptive Deep Cascade Broad Learning System and Its Application in
Image Denoising",
        JOURNAL = Cyber,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4450-4463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20345"}

@article{bb21717,
        AUTHOR = "Lee, K. and Jeong, W.K.",
        TITLE = "ISCL: Interdependent Self-Cooperative Learning for Unpaired Image
Denoising",
        JOURNAL = MedImg,
        VOLUME = "40",
        YEAR = "2021",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3238-3248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20346"}

@article{bb21718,
        AUTHOR = "Ayyoubzadeh, S.M. and Wu, X.L.",
        TITLE = "High Frequency Detail Accentuation in CNN Image Restoration",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "8836-8846",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20347"}

@article{bb21719,
        AUTHOR = "Khowaja, S.A. and Yahya, B.N. and Lee, S.L.",
        TITLE = "Cascaded and Recursive ConvNets (CRCNN):
An effective and flexible approach for image denoising",
        JOURNAL = SP:IC,
        VOLUME = "99",
        YEAR = "2021",
        PAGES = "116420",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20348"}

@article{bb21720,
        AUTHOR = "Zhai, S. and Ren, C. and Wang, Z. and He, X. and Qing, L.",
        TITLE = "An effective deep network using target vector update modules for
image restoration",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20349"}

@article{bb21721,
        AUTHOR = "Kong, S.J. and Wang, W.W. and Feng, X.C. and Jia, X.",
        TITLE = "Deep RED Unfolding Network for Image Restoration",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "852-867",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20350"}

@article{bb21722,
        AUTHOR = "Zhang, H.K. and Li, Y. and Chen, H. and Gong, C.R. and Bai, Z.W. and Shen, C.H.",
        TITLE = "Memory-Efficient Hierarchical Neural Architecture Search for Image
Restoration",
        JOURNAL = IJCV,
        VOLUME = "130",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "157-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20351"}

@inproceedings{bb21723,
        AUTHOR = "Zhang, H.K. and Li, Y. and Chen, H. and Shen, C.H.",
        TITLE = "Memory-Efficient Hierarchical Neural Architecture Search for Image
Denoising",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "3654-3663",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20352"}

@article{bb21724,
        AUTHOR = "Li, Y.P. and Nie, X.L. and Diao, W.H. and Zheng, S.",
        TITLE = "Lifelong CycleGAN for continual multi-task image restoration",
        JOURNAL = PRL,
        VOLUME = "153",
        YEAR = "2022",
        PAGES = "183-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20353"}

@article{bb21725,
        AUTHOR = "Yao, C. and Tang, Y. and Sun, J. and Gao, Y. and Zhu, C.P.",
        TITLE = "Multiscale residual fusion network for image denoising",
        JOURNAL = IET-IPR,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "878-887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20354"}

@article{bb21726,
        AUTHOR = "Han, L. and Zhao, Y.C. and Lv, H.Y. and Zhang, Y. and Liu, H.L. and Bi, G.L.",
        TITLE = "Remote Sensing Image Denoising Based on Deep and Shallow Feature
Fusion and Attention Mechanism",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20355"}

@article{bb21727,
        AUTHOR = "Al Shabili, A.H. and Selesnick, I.",
        TITLE = "Positive Sparse Signal Denoising: What Does a CNN Learn?",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "912-916",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20356"}

@article{bb21728,
        AUTHOR = "Gao, S.Q. and Zhuang, X.H.",
        TITLE = "Rank-One Network: An Effective Framework for Image Restoration",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3224-3238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20357"}

@article{bb21729,
        AUTHOR = "Luo, Z.D. and Shi, D. and Gan, W.S.",
        TITLE = "A Hybrid SFANC-FxNLMS Algorithm for Active Noise Control Based on
Deep Learning",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1102-1106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20358"}

@article{bb21730,
        AUTHOR = "Jiu, M.Y. and Pustelnik, N.",
        TITLE = "Alternative Design of DeepPDNet in the Context of Image Restoration",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "932-936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20359"}

@article{bb21731,
        AUTHOR = "Ma, R.J. and Li, S.Y. and Zhang, B. and Li, Z.M.",
        TITLE = "Towards Fast and Robust Real Image Denoising With Attentive Neural
Network and PID Controller",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "2366-2377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20360"}

@article{bb21732,
        AUTHOR = "Liu, J. and Liu, R.C. and Zhao, S.S.",
        TITLE = "Blind denoising using dense hybrid convolutional network",
        JOURNAL = IET-IPR,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "8",
        PAGES = "2133-2147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20361"}

@article{bb21733,
        AUTHOR = "Li, Z.X. and Wang, F. and Cui, L. and Liu, J.",
        TITLE = "Dual Mixture Model Based CNN for Image Denoising",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "3618-3629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20362"}

@article{bb21734,
        AUTHOR = "Xu, J.Y. and Deng, X. and Xu, M.",
        TITLE = "Revisiting Convolutional Sparse Coding for Image Denoising:
From a Multi-Scale Perspective",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1202-1206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20363"}

@article{bb21735,
        AUTHOR = "Zhang, Y. and Zhang, D. and Han, Z. and Jiang, P.",
        TITLE = "A Joint Denoising Learning Model for Weight Update Space-Time
Diversity Method",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20364"}

@article{bb21736,
        AUTHOR = "Zhao, M. and Cao, G. and Huang, X.L. and Yang, L.F.",
        TITLE = "Hybrid Transformer-CNN for Real Image Denoising",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1252-1256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20365"}

@article{bb21737,
        AUTHOR = "Ma, J.Y. and Peng, C. and Tian, X. and Jiang, J.J.",
        TITLE = "DBDnet: A Deep Boosting Strategy for Image Denoising",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "3157-3168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20366"}

@article{bb21738,
        AUTHOR = "Huang, T. and Li, S. and Jia, X. and Lu, H.C. and Liu, J.Z.",
        TITLE = "Neighbor2Neighbor: A Self-Supervised Framework for Deep Image
Denoising",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "4023-4038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20367"}

@article{bb21739,
        AUTHOR = "Chen, Z.Y. and Jiang, Y.F. and Liu, D. and Wang, Z.Y.",
        TITLE = "CERL: A Unified Optimization Framework for Light Enhancement With
Realistic Noise",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "4162-4172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20368"}

@article{bb21740,
        AUTHOR = "Herbreteau, S. and Kervrann, C.",
        TITLE = "DCT2net: An Interpretable Shallow CNN for Image Denoising",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "4292-4305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20369"}

@article{bb21741,
        AUTHOR = "Bahnemiri, S.G. and Ponomarenko, M. and Egiazarian, K.",
        TITLE = "Learning-Based Noise Component Map Estimation for Image Denoising",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1407-1411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20370"}

@article{bb21742,
        AUTHOR = "Jiang, B. and Lu, Y. and Wang, J.H. and Lu, G.M. and Zhang, D.",
        TITLE = "Deep Image Denoising With Adaptive Priors",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5124-5136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20371"}

@inproceedings{bb21743,
        AUTHOR = "Kim, H. and Baik, S. and Choi, M. and Choi, J. and Lee, K.M.",
        TITLE = "Searching for Controllable Image Restoration Networks",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "14214-14223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20372"}

@inproceedings{bb21744,
        AUTHOR = "Jo, Y. and Chun, S.Y. and Choi, J.H.",
        TITLE = "Rethinking Deep Image Prior for Denoising",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "5067-5076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20373"}

@inproceedings{bb21745,
        AUTHOR = "Liu, H.S. and Liu, X. and Lu, J.B. and Tan, S.",
        TITLE = "Self-Supervised Image Prior Learning with GMM from a Single Noisy
Image",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "2825-2834",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20374"}

@inproceedings{bb21746,
        AUTHOR = "Jang, G. and Lee, W. and Son, S. and Lee, K.",
        TITLE = "C2N: Practical Generative Noise Modeling for Real-World Denoising",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "2330-2339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20375"}

@inproceedings{bb21747,
        AUTHOR = "Mou, C. and Zhang, J. and Wu, Z.Y.",
        TITLE = "Dynamic Attentive Graph Learning for Image Restoration",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "4308-4317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20376"}

@inproceedings{bb21748,
        AUTHOR = "Abu Hussein, S. and Tirer, T. and Chun, S.Y. and Eldar, Y.C. and Giryes, R.",
        TITLE = "Image Restoration by Deep Projected GSURE",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "91-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20377"}

@inproceedings{bb21749,
        AUTHOR = "Sarker, K. and Yang, X.L. and Li, Y. and Belkasim, S. and Ji, S.H.",
        TITLE = "A Unified Density-Driven Framework for Effective Data Denoising and
Robust Abstention",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "594-598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20378"}

@inproceedings{bb21750,
        AUTHOR = "Zhang, R. and Zhu, J. and Zha, Z. and Dauwels, J. and Wen, B.",
        TITLE = "R3L: Connecting Deep Reinforcement Learning To Recurrent Neural
Networks for Image Denoising Via Residual Recovery",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "1624-1628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20379"}

@inproceedings{bb21751,
        AUTHOR = "Zheng, H.Y. and Yong, H.W. and Zhang, L.",
        TITLE = "Deep Convolutional Dictionary Learning for Image Denoising",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "630-641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20380"}

@inproceedings{bb21752,
        AUTHOR = "Huang, T. and Li, S.J. and Jia, X. and Lu, H.C. and Liu, J.Z.",
        TITLE = "Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "14776-14785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20381"}

@inproceedings{bb21753,
        AUTHOR = "Tachella, J. and Tang, J.Q. and Davies, M.",
        TITLE = "The Neural Tangent Link Between CNN Denoisers and Non-Local Filters",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "8614-8623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20382"}

@inproceedings{bb21754,
        AUTHOR = "Ren, C. and He, X. and Wang, C.C. and Zhao, Z.B.",
        TITLE = "Adaptive Consistency Prior based Deep Network for Image Denoising",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "8592-8602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20383"}

@inproceedings{bb21755,
        AUTHOR = "Kapishnikov, A. and Venugopalan, S. and Avci, B. and Wedin, B. and Terry, M. and Bolukbasi, T.",
        TITLE = "Guided Integrated Gradients:
An Adaptive Path Method for Removing Noise",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "5048-5056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20384"}

@inproceedings{bb21756,
        AUTHOR = "Ye, N.Z. and Wang, C. and Fan, H.Q. and Liu, S.C.",
        TITLE = "Motion Basis Learning for Unsupervised Deep Homography Estimation
with Subspace Projection",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "13097-13105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20385"}

@inproceedings{bb21757,
        AUTHOR = "Cheng, S. and Wang, Y.Z. and Huang, H.B. and Liu, D.H. and Fan, H.Q. and Liu, S.C.",
        TITLE = "NBNet: Noise Basis Learning for Image Denoising with Subspace
Projection",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "4894-4904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20386"}

@inproceedings{bb21758,
        AUTHOR = "Pang, T.Y. and Zheng, H. and Quan, Y. and Ji, H.",
        TITLE = "Recorrupted-to-Recorrupted:
Unsupervised Deep Learning for Image Denoising",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "2043-2052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20387"}

@inproceedings{bb21759,
        AUTHOR = "Calvarons, A.F.",
        TITLE = "Improved Noise2Noise Denoising with Limited Data",
        BOOKTITLE = NTIRE21,
        YEAR = "2021",
        PAGES = "796-805",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20388"}

@inproceedings{bb21760,
        AUTHOR = "Muller, L.K.",
        TITLE = "Overparametrization of HyperNetworks at Fixed FLOP-Count Enables Fast
Neural Image Enhancement",
        BOOKTITLE = NTIRE21,
        YEAR = "2021",
        PAGES = "284-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20389"}

@inproceedings{bb21761,
        AUTHOR = "Chen, L.Y. and Lu, X. and Zhang, J. and Chu, X.J. and Chen, C.P.",
        TITLE = "HINet: Half Instance Normalization Network for Image Restoration",
        BOOKTITLE = NTIRE21,
        YEAR = "2021",
        PAGES = "182-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20390"}

@inproceedings{bb21762,
        AUTHOR = "Achddou, R. and Gousseau, Y. and Ladjal, S.",
        TITLE = "Synthetic Images as a Regularity Prior for Image Restoration Neural
Networks",
        BOOKTITLE = SSVM21,
        YEAR = "2021",
        PAGES = "333-345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20391"}

@inproceedings{bb21763,
        AUTHOR = "Tran, L.D. and Nguyen, S.M. and Arai, M.",
        TITLE = "GAN-based Noise Model for Denoising Real Images",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "IV:560-572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20392"}

@inproceedings{bb21764,
        AUTHOR = "Zhang, J. and Sang, L. and Wan, Z.K. and Wang, Y.C. and Li, Y.S.",
        TITLE = "Deep Convolutional Neural Network Based on Multi-Scale Feature
Extraction for Image Denoising",
        BOOKTITLE = VCIP20,
        YEAR = "2020",
        PAGES = "213-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20393"}

@inproceedings{bb21765,
        AUTHOR = "Zhang, M. and Shi, Y. and Sun, X. and Ling, N. and Qi, N.",
        TITLE = "Learning Redundant Sparsifying Transform based on Equi-Angular Frame",
        BOOKTITLE = VCIP20,
        YEAR = "2020",
        PAGES = "439-442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20394"}

@inproceedings{bb21766,
        AUTHOR = "Wang, H.X. and Zhang, T.H. and Yu, M. and Sun, J. and Ye, W. and Wang, C. and Zhang, S.K.",
        TITLE = "Stacking Networks Dynamically for Image Restoration Based on the
Plug-and-play Framework",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIII:446-462",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20395"}

@inproceedings{bb21767,
        AUTHOR = "Kong, L.Y. and Ding, D.D. and Liu, F.C. and Mukherjee, D. and Joshi, U. and Chen, Y.",
        TITLE = "Guided CNN Restoration with Explicitly Signaled Linear Combination",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "3379-3383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20396"}

@inproceedings{bb21768,
        AUTHOR = "Kattakinda, P. and Rajagopalan, A.N.",
        TITLE = "Unpaired Image Denoising",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1073-1077",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20397"}

@inproceedings{bb21769,
        AUTHOR = "Mamiya, K. and Miyata, T.",
        TITLE = "Few-Class Learning For Image-Classification-Aware Denoising",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "948-952",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20398"}

@inproceedings{bb21770,
        AUTHOR = "He, J.W. and Dong, C. and Qiao, Y.",
        TITLE = "Interactive Multi-dimension Modulation with Dynamic Controllable
Residual Learning for Image Restoration",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XX:53-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20399"}

@inproceedings{bb21771,
        AUTHOR = "Yue, Z.S. and Zhao, Q. and Zhang, L. and Meng, D.Y.",
        TITLE = "Dual Adversarial Network: Toward Real-world Noise Removal and Noise
Generation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "X:41-58",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20400"}

@inproceedings{bb21772,
        AUTHOR = "Wang, Y.Z. and Huang, H.B. and Xu, Q. and Liu, J.M. and Liu, Y.Q. and Wang, J.",
        TITLE = "Practical Deep Raw Image Denoising on Mobile Devices",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VI:1-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20401"}

@inproceedings{bb21773,
        AUTHOR = "Wu, X.H. and Liu, M. and Cao, Y. and Ren, D.W. and Zuo, W.M.",
        TITLE = "Unpaired Learning of Deep Image Denoising",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IV:352-368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20402"}

@inproceedings{bb21774,
        AUTHOR = "Anwar, S. and Huynh, C.P. and Porikli, F.M.",
        TITLE = "Identity Enhanced Residual Image Denoising",
        BOOKTITLE = NTIRE20,
        YEAR = "2020",
        PAGES = "2201-2210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20403"}

@inproceedings{bb21775,
        AUTHOR = "Liu, Y. and Anwar, S. and Zheng, L. and Tian, Q.",
        TITLE = "GradNet Image Denoising",
        BOOKTITLE = NTIRE20,
        YEAR = "2020",
        PAGES = "2140-2149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20404"}

@inproceedings{bb21776,
        AUTHOR = "Du, W.C. and Chen, H. and Yang, H.Y.",
        TITLE = "Learning Invariant Representation for Unsupervised Image Restoration",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14471-14480",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20405"}

@inproceedings{bb21777,
        AUTHOR = "Vaksman, G. and Elad, M. and Milanfar, P.",
        TITLE = "LIDIA: Lightweight Learned Image Denoising with Instance Adaptation",
        BOOKTITLE = NTIRE20,
        YEAR = "2020",
        PAGES = "2220-2229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20406"}

@inproceedings{bb21778,
        AUTHOR = "Ignatov, A. and Van Gool, L.J. and Timofte, R.",
        TITLE = "Replacing Mobile Camera ISP with a Single Deep Learning Model",
        BOOKTITLE = NTIRE20,
        YEAR = "2020",
        PAGES = "2275-2285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20407"}

@inproceedings{bb21779,
        AUTHOR = "Maeda, S.",
        TITLE = "Fast and Flexible Image Blind Denoising via Competition of Experts",
        BOOKTITLE = NTIRE20,
        YEAR = "2020",
        PAGES = "2239-2247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20408"}

@inproceedings{bb21780,
        AUTHOR = "Moran, N. and Schmidt, D. and Zhong, Y. and Coady, P.",
        TITLE = "Noisier2Noise: Learning to Denoise From Unpaired Noisy Data",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12061-12069",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20409"}

@inproceedings{bb21781,
        AUTHOR = "Gu, S. and Li, Y. and Van Gool, L.J. and Timofte, R.",
        TITLE = "Self-Guided Network for Fast Image Denoising",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "2511-2520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20410"}

@inproceedings{bb21782,
        AUTHOR = "Izadi, S. and Mirikharaji, Z. and Zhao, M. and Hamarneh, G.",
        TITLE = "WhiteNNer-Blind Image Denoising via Noise Whiteness Priors",
        BOOKTITLE = VRMI19,
        YEAR = "2019",
        PAGES = "476-484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20411"}

@inproceedings{bb21783,
        AUTHOR = "Brooks, T. and Mildenhall, B. and Xue, T.F. and Chen, J.W. and Sharlet, D. and Barron, J.T.",
        TITLE = "Unprocessing Images for Learned Raw Denoising",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11028-11037",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20412"}

@inproceedings{bb21784,
        AUTHOR = "Krull, A. and Buchholz, T.O. and Jug, F.",
        TITLE = "Noise2Void - Learning Denoising From Single Noisy Images",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2124-2132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20413"}

@inproceedings{bb21785,
        AUTHOR = "Zou, H. and Lan, R. and Zhong, Y. and Liu, Z. and Luo, X.",
        TITLE = "EDCNN: A Novel Network for Image Denoising",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "1129-1133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20414"}

@inproceedings{bb21786,
        AUTHOR = "Mukherjee, S. and Kottayil, N.K. and Sun, X. and Cheng, I.",
        TITLE = "CNN-Based Real-Time Parameter Tuning for Optimizing Denoising Filter
Performance",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "I:112-125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20415"}

@inproceedings{bb21787,
        AUTHOR = "Ren, H.Y. and El khamy, M. and Lee, J.",
        TITLE = "DN-ResNet: Efficient Deep Residual Network for Image Denoising",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "V:215-230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20416"}

@inproceedings{bb21788,
        AUTHOR = "Yu, K. and Dong, C. and Lin, L. and Loy, C.C.",
        TITLE = "Crafting a Toolchain for Image Restoration by Deep Reinforcement
Learning",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "2443-2452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20417"}

@inproceedings{bb21789,
        AUTHOR = "Lefkimmiatis, S.",
        TITLE = "Universal Denoising Networks:
A Novel CNN Architecture for Image Denoising",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3204-3213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20418"}

@inproceedings{bb21790,
        AUTHOR = "Ryu, J. and Kim, Y.",
        TITLE = "Conditional Distribution Learning with Neural Networks and its
Application to Universal Image Denoising",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3214-3218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20419"}

@inproceedings{bb21791,
        AUTHOR = "Song, P. and Rodrigues, M.R.D.",
        TITLE = "Multimodal Image Denoising Based on Coupled Dictionary Learning",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "515-519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20420"}

@inproceedings{bb21792,
        AUTHOR = "Li, Y. and Zhang, B. and Florent, R.",
        TITLE = "Understanding neural-network denoisers through an activation function
perspective",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "2971-2975",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20421"}

@inproceedings{bb21793,
        AUTHOR = "Li, J.J. and Xu, L.L. and Li, H.J. and Chang, C.C. and Sun, F.M.",
        TITLE = "Parameter Selection for Denoising Algorithms Using NR-IQA with CNN",
        BOOKTITLE = MMMod18,
        YEAR = "2018",
        PAGES = "I:381-392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20422"}

@inproceedings{bb21794,
        AUTHOR = "Gao, R. and Grauman, K.",
        TITLE = "On-demand Learning for Deep Image Restoration",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1095-1104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20423"}

@inproceedings{bb21795,
        AUTHOR = "Chaudhury, S. and Roy, H.",
        TITLE = "Can fully convolutional networks perform well for general image
restoration problems?",
        BOOKTITLE = MVA17,
        YEAR = "2017",
        PAGES = "254-257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20424"}

@inproceedings{bb21796,
        AUTHOR = "Divakar, N. and Babu, R.V.",
        TITLE = "Image Denoising via CNNs: An Adversarial Approach",
        BOOKTITLE = NTIRE17,
        YEAR = "2017",
        PAGES = "1076-1083",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20425"}

@inproceedings{bb21797,
        AUTHOR = "Koziarski, M. and Cyganek, B.",
        TITLE = "Deep Neural Image Denoising",
        BOOKTITLE = ICCVG16,
        YEAR = "2016",
        PAGES = "163-173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20426"}

@inproceedings{bb21798,
        AUTHOR = "Mejia Lavalle, M. and Ortiz, E. and Mujica, D. and Ruiz, J. and Reyes, G.",
        TITLE = "An Effective Image De-noising Alternative Approach Based on Third
Generation Neural Networks",
        BOOKTITLE = MCPR16,
        YEAR = "2016",
        PAGES = "64-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20427"}

@inproceedings{bb21799,
        AUTHOR = "Jiang, M.Y. and Chen, X.N. and Yu, X.Q.",
        TITLE = "Adaptive Sub-Optimal Hopfield Neural Network image restoration base on
edge detection",
        BOOKTITLE = IASP11,
        YEAR = "2011",
        PAGES = "364-367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT20428"}

Last update:Aug 14, 2022 at 21:20:19