@article{bb25600,
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#TT24021"}
@article{bb25601,
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#TT24022"}
@article{bb25602,
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#TT24023"}
@article{bb25603,
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",
NUMBER = "6",
MONTH = "May",
PAGES = "1164-1169",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24024"}
@article{bb25604,
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#TT24025"}
@inproceedings{bb25605,
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#TT24026"}
@article{bb25606,
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,
VOLUME = "29",
YEAR = "2020",
PAGES = "7153-7165",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24027"}
@article{bb25607,
AUTHOR = "Byun, J. and Moon, T.",
TITLE = "Learning Blind Pixelwise Affine Image Denoiser With Single Noisy
Images",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "1105-1109",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24028"}
@article{bb25608,
AUTHOR = "Xia, H.Y. and Zhu, F.Y. 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",
NUMBER = "10",
MONTH = "August",
PAGES = "2013-2019",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24029"}
@article{bb25609,
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",
MONTH = "September",
PAGES = "2425-2434",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24030"}
@article{bb25610,
AUTHOR = "Guo, B.Y. and Song, K.C. and Dong, H.W. and Yan, Y.H. and Tu, Z.B. and Zhu, L.",
TITLE = "NERNet: Noise estimation and removal network for image denoising",
JOURNAL = JVCIR,
VOLUME = "71",
YEAR = "2020",
PAGES = "102851",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24031"}
@article{bb25611,
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.",
TITLE = "Detail retaining convolutional neural network for image denoising",
JOURNAL = JVCIR,
VOLUME = "71",
YEAR = "2020",
PAGES = "102774",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24032"}
@article{bb25612,
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,
VOLUME = "27",
YEAR = "2020",
PAGES = "1615-1619",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24033"}
@article{bb25613,
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",
PAGES = "1635-1639",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24034"}
@article{bb25614,
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,
VOLUME = "200",
YEAR = "2020",
PAGES = "103029",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24035"}
@article{bb25615,
AUTHOR = "Fang, Y.Y. and Zeng, T.Y.",
TITLE = "Learning deep edge prior for image denoising",
JOURNAL = CVIU,
VOLUME = "200",
YEAR = "2020",
PAGES = "103044",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24036"}
@article{bb25616,
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,
VOLUME = "29",
YEAR = "2020",
PAGES = "9316-9329",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24037"}
@article{bb25617,
AUTHOR = "Chen, C. and Xiong, Z.W. and Tian, X.M. and Zha, Z.J. and Wu, F.",
TITLE = "Real-World Image Denoising with Deep Boosting",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "3071-3087",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24038"}
@inproceedings{bb25618,
AUTHOR = "Liu, C. and Gao, Q.F. and Wu, X.L.",
TITLE = "Exaggerated Learning for Clean-and-Sharp Image Restoration",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "673-677",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24039"}
@inproceedings{bb25619,
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 = "Multi-Stage Progressive Image Restoration",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "14816-14826",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24040"}
@article{bb25620,
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 Fast Image Restoration and Enhancement",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1934-1948",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24041"}
@inproceedings{bb25621,
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#TT24042"}
@article{bb25622,
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#TT24043"}
@article{bb25623,
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#TT24044"}
@article{bb25624,
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#TT24045"}
@article{bb25625,
AUTHOR = "Chen, M.Q. and Quan, Y.H. and Xu, Y. and Ji, H.",
TITLE = "Self-Supervised Blind Image Deconvolution via Deep Generative
Ensemble Learning",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "634-647",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24046"}
@inproceedings{bb25626,
AUTHOR = "Quan, Y.H. and Chen, Z.J. and Zheng, H. and Ji, H.",
TITLE = "Learning Deep Non-blind Image Deconvolution Without Ground Truths",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "VI:642-659",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24047"}
@article{bb25627,
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#TT24048"}
@article{bb25628,
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#TT24049"}
@article{bb25629,
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#TT24050"}
@article{bb25630,
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#TT24051"}
@article{bb25631,
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#TT24052"}
@article{bb25632,
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#TT24053"}
@article{bb25633,
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#TT24054"}
@article{bb25634,
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#TT24055"}
@article{bb25635,
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#TT24056"}
@article{bb25636,
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#TT24057"}
@article{bb25637,
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#TT24058"}
@article{bb25638,
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#TT24059"}
@article{bb25639,
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#TT24060"}
@article{bb25640,
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#TT24061"}
@article{bb25641,
AUTHOR = "Zhai, S. and Ren, C. and Wang, Z.Y. and He, X.H. and Qing, L.B.",
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#TT24062"}
@article{bb25642,
AUTHOR = "Kong, S.J. and Wang, W.W. and Feng, X.C. and Jia, X.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#TT24063"}
@article{bb25643,
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#TT24064"}
@inproceedings{bb25644,
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#TT24065"}
@article{bb25645,
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#TT24066"}
@article{bb25646,
AUTHOR = "Yao, C. and Tang, Y.B. 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#TT24067"}
@article{bb25647,
AUTHOR = "Han, L.T. 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#TT24068"}
@article{bb25648,
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#TT24069"}
@article{bb25649,
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#TT24070"}
@article{bb25650,
AUTHOR = "Luo, Z.D. and Shi, D.Y. 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#TT24071"}
@article{bb25651,
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#TT24072"}
@article{bb25652,
AUTHOR = "Lauga, G. and Riccietti, E. and Pustelnik, N. and Goncalves, P.",
TITLE = "IML FISTA: A Multilevel Framework for Inexact and Inertial
Forward-Backward. Application to Image Restoration",
JOURNAL = SIIMS,
VOLUME = "17",
YEAR = "2024",
NUMBER = "3",
PAGES = "1347-1376",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24073"}
@article{bb25653,
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#TT24074"}
@article{bb25654,
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#TT24075"}
@article{bb25655,
AUTHOR = "Li, Z.X. and Wang, F.Q. 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#TT24076"}
@article{bb25656,
AUTHOR = "Meng, J.Y. and Wang, F.Q. and Liu, J.",
TITLE = "Learnable Nonlocal Self-Similarity of Deep Features for Image
Denoising",
JOURNAL = SIIMS,
VOLUME = "17",
YEAR = "2024",
NUMBER = "1",
PAGES = "441-475",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24077"}
@article{bb25657,
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#TT24078"}
@article{bb25658,
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#TT24079"}
@article{bb25659,
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#TT24080"}
@article{bb25660,
AUTHOR = "Ma, J.Y. and Peng, C.L. 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#TT24081"}
@article{bb25661,
AUTHOR = "Ma, Q. and Jiang, J.J. and Zhou, X. and Liang, P.W. and Liu, X.M. and Ma, J.Y.",
TITLE = "Pixel2Pixel: A Pixelwise Approach for Zero-Shot Single Image
Denoising",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "4614-4629",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24082"}
@article{bb25662,
AUTHOR = "Huang, T. and Li, S.J. 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#TT24083"}
@article{bb25663,
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#TT24084"}
@article{bb25664,
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#TT24085"}
@article{bb25665,
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#TT24086"}
@article{bb25666,
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#TT24087"}
@article{bb25667,
AUTHOR = "Jiang, B. and Lu, Y. and Chen, X.S. and Lu, X.H. and Lu, G.M.",
TITLE = "Graph Attention in Attention Network for Image Denoising",
JOURNAL = SMCS,
VOLUME = "53",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "7077-7088",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24088"}
@article{bb25668,
AUTHOR = "Yu, K. and Wang, X.T. and Dong, C. and Tang, X. and Loy, C.C.",
TITLE = "Path-Restore: Learning Network Path Selection for Image Restoration",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "7078-7092",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24089"}
@article{bb25669,
AUTHOR = "Liu, H.S. and Li, L. and Lu, J.B. and Tan, S.",
TITLE = "Group Sparsity Mixture Model and Its Application on Image Denoising",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "5677-5690",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24090"}
@inproceedings{bb25670,
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#TT24091"}
@article{bb25671,
AUTHOR = "Yuan, W. and Liu, H. and Liang, L.",
TITLE = "Image restoration via exponential scale mixture-based simultaneous
sparse prior",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "12",
PAGES = "3268-3283",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24092"}
@article{bb25672,
AUTHOR = "Fu, B. and Wang, L.Y. and Luo, Z.X.",
TITLE = "A Robust Image Denoising Method With Multiview Texture-Aware
Convolutional Neural Networks",
JOURNAL = MultMedMag,
VOLUME = "29",
YEAR = "2022",
NUMBER = "3",
MONTH = "July",
PAGES = "80-90",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24093"}
@article{bb25673,
AUTHOR = "Yin, H.T. and Wang, T.Y.",
TITLE = "Deep side group sparse coding network for image denoising",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "1",
PAGES = "1-11",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24094"}
@article{bb25674,
AUTHOR = "Wang, W. and Wen, F. and Yan, Z. and Liu, P.L.",
TITLE = "Optimal Transport for Unsupervised Denoising Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "2104-2118",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24095"}
@article{bb25675,
AUTHOR = "Ning, Q. and Dong, W.S. and Li, X. and Wu, J.J.",
TITLE = "Searching Efficient Model-Guided Deep Network for Image Denoising",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "668-681",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24096"}
@article{bb25676,
AUTHOR = "Dewil, V.",
TITLE = "Image Unprocessing: A Pipeline to Recover Raw Data from sRGB Images",
JOURNAL = IPOL,
VOLUME = "12",
YEAR = "2022",
PAGES = "652-661",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24097"}
@article{bb25677,
AUTHOR = "li, Q.F.",
TITLE = "Denoising image by matrix factorization in U-shaped convolutional
neural network",
JOURNAL = JVCIR,
VOLUME = "90",
YEAR = "2023",
PAGES = "103729",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24098"}
@article{bb25678,
AUTHOR = "Liu, Y.K. and Wan, B. and Shi, D.M. and Cheng, X.C.",
TITLE = "Generative Recorrupted-to-Recorrupted: An Unsupervised Image
Denoising Network for Arbitrary Noise Distribution",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24099"}
@article{bb25679,
AUTHOR = "Huang, Z.H. and Zhu, Z.F. and Wang, Z.C. and Li, X. and Xu, B. and Zhang, Y.Z. and Fang, H.",
TITLE = "D3CNNs: Dual Denoiser Driven Convolutional Neural Networks for Mixed
Noise Removal in Remotely Sensed Images",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24100"}
@article{bb25680,
AUTHOR = "Liu, J. and Yang, Y. and Xu, B. and Yu, H. and Zhang, Y.Z. and Li, Q. and Huang, Z.H.",
TITLE = "RSTC: Residual Swin Transformer Cascade to approximate Taylor
expansion for image denoising",
JOURNAL = CVIU,
VOLUME = "248",
YEAR = "2024",
PAGES = "104132",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24101"}
@article{bb25681,
AUTHOR = "Huang, Z.H. and Zhu, Z. and Zhang, Y.Z. and Wang, Z.C. and Xu, B. and Liu, J. and Li, S.Y. and Fang, H.",
TITLE = "MD3: Model-Driven Deep Remotely Sensed Image Denoising",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24102"}
@article{bb25682,
AUTHOR = "Jiang, Z. and Li, C.L. and Chang, X.J. and Chen, L. and Zhu, J. and Yang, Y.",
TITLE = "Dynamic Slimmable Denoising Network",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "1583-1598",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24103"}
@article{bb25683,
AUTHOR = "Zheng, D. and Zhang, X.W. and Ma, K.S. and Bao, C.L.",
TITLE = "Learn From Unpaired Data for Image Restoration:
A Variational Bayes Approach",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "5889-5903",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24104"}
@article{bb25684,
AUTHOR = "Zhang, D.X. and Yan, Y. and Huang, Y.L. and Liu, B. and Zheng, Q.B. and Zhang, J. and Xia, N.S.",
TITLE = "Unsupervised Cryo-EM Images Denoising and Clustering Based on Deep
Convolutional Autoencoder and K-Means++",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "1509-1521",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24105"}
@article{bb25685,
AUTHOR = "Thakur, R.K. and Maji, S.K.",
TITLE = "Multi scale pixel attention and feature extraction based neural
network for image denoising",
JOURNAL = PR,
VOLUME = "141",
YEAR = "2023",
PAGES = "109603",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24106"}
@article{bb25686,
AUTHOR = "Chatterjee, G. and Das, D. and Maji, S.K.",
TITLE = "GIADNet: Gradient Inspired Attention Driven Denoising Network",
JOURNAL = SP:IC,
VOLUME = "139",
YEAR = "2025",
PAGES = "117399",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24107"}
@article{bb25687,
AUTHOR = "Liu, C. and Hu, X.L.",
TITLE = "Deep neural network with deformable convolution and side window
convolution for image denoising",
JOURNAL = PRL,
VOLUME = "171",
YEAR = "2023",
PAGES = "92-98",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24108"}
@article{bb25688,
AUTHOR = "Achddou, R. and Gousseau, Y. and Ladjal, S.",
TITLE = "Fully synthetic training for image restoration tasks",
JOURNAL = CVIU,
VOLUME = "233",
YEAR = "2023",
PAGES = "103723",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24109"}
@inproceedings{bb25689,
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#TT24110"}
@article{bb25690,
AUTHOR = "Elad, M. and Kawar, B. and Vaksman, G.",
TITLE = "Image Denoising: The Deep Learning Revolution and Beyond: A Survey
Paper",
JOURNAL = SIIMS,
VOLUME = "16",
YEAR = "2023",
NUMBER = "3",
PAGES = "1594-1654",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24111"}
@article{bb25691,
AUTHOR = "Wang, J.H. and Lu, Y. and Lu, G.M.",
TITLE = "Lightweight image denoising network with four-channel interaction
transform",
JOURNAL = IVC,
VOLUME = "137",
YEAR = "2023",
PAGES = "104766",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24112"}
@article{bb25692,
AUTHOR = "Jiang, B. and Lu, Y. and Zhang, B. and Lu, G.M.",
TITLE = "Few-Shot Learning for Image Denoising",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "4741-4753",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24113"}
@article{bb25693,
AUTHOR = "Zhou, Z. and Chen, Y.Y. and Zhou, Y.C.",
TITLE = "Deep Dynamic Memory Augmented Attentional Dictionary Learning for
Image Denoising",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "4784-4797",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24114"}
@article{bb25694,
AUTHOR = "Chen, S.Q. and Zhou, J.W. and Li, M.H. and Chen, Y.T. and Jiang, T.T.",
TITLE = "Mobile image restoration via prior quantization",
JOURNAL = PRL,
VOLUME = "174",
YEAR = "2023",
PAGES = "64-70",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24115"}
@article{bb25695,
AUTHOR = "Zhang, J. and Sang, L. and Zhang, Z.C. and Shao, M. and Li, Y.S.",
TITLE = "V-shaped neural network structure based on multi-scale features for
image denoising",
JOURNAL = JVCIR,
VOLUME = "97",
YEAR = "2023",
PAGES = "103952",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24116"}
@inproceedings{bb25696,
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#TT24117"}
@article{bb25697,
AUTHOR = "Zhang, K. and Long, M. and Chen, J. and Liu, M.Z. and Li, J.J.",
TITLE = "CFPNet: A Denoising Network for Complex Frequency Band Signal
Processing",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "8212-8224",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24118"}
@article{bb25698,
AUTHOR = "Cai, Z.Y. and Xie, X.H. and Deng, J.J. and Dou, Z.F. and Tong, B. and Ma, X.",
TITLE = "Image restoration with group sparse representation and low-rank group
residual learning",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "3",
PAGES = "741-760",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24119"}
@article{bb25699,
AUTHOR = "Jin, L.J. and Guo, Q. and Zhao, S. and Zhu, L. and Chen, Q. and Ren, Q.S. and Lu, Y.Y.",
TITLE = "One-Pot Multi-frame Denoising",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "515-536",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT24120"}
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