@inproceedings{bb26900,
        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#TT25268"}

@inproceedings{bb26901,
        AUTHOR = "Mukherjee, S. and Kottayil, N.K. and Sun, X.Y. 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#TT25269"}

@inproceedings{bb26902,
        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#TT25270"}

@inproceedings{bb26903,
        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#TT25271"}

@inproceedings{bb26904,
        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#TT25272"}

@inproceedings{bb26905,
        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#TT25273"}

@inproceedings{bb26906,
        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#TT25274"}

@inproceedings{bb26907,
        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#TT25275"}

@inproceedings{bb26908,
        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#TT25276"}

@inproceedings{bb26909,
        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#TT25277"}

@inproceedings{bb26910,
        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#TT25278"}

@inproceedings{bb26911,
        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#TT25279"}

@inproceedings{bb26912,
        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#TT25280"}

@inproceedings{bb26913,
        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#TT25281"}

@inproceedings{bb26914,
        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#TT25282"}

@inproceedings{bb26915,
        AUTHOR = "Bernues, E. and Cisneros, G. and Capella, M.",
        TITLE = "Truncated edges estimation using MLP neural nets applied to regularized
image restoration",
        BOOKTITLE = ICIP02,
        YEAR = "2002",
        PAGES = "I: 341-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT25283"}

@inproceedings{bb26916,
        AUTHOR = "Chen, Z.Y. and Desai, M.",
        TITLE = "Multiple-valued feedback neural networks for image restoration",
        BOOKTITLE = ICIP96,
        YEAR = "1996",
        PAGES = "I: 753-756",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT25284"}

@inproceedings{bb26917,
        AUTHOR = "Beaudot, W.H.A.",
        TITLE = "Adaptive Spatiotemporal Filtering by a Neuromorphic Model
of the Vertebrate Retina",
        BOOKTITLE = ICIP96,
        YEAR = "1996",
        PAGES = "I: 427-430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT25285"}

@inproceedings{bb26918,
        AUTHOR = "Stajniak, A. and Szostakowski, J.",
        TITLE = "Neural implementation of ARMA type filters for image restoration",
        BOOKTITLE = ICIP95,
        YEAR = "1995",
        PAGES = "II: 520-522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT25286"}

@inproceedings{bb26919,
        AUTHOR = "Tan, B.H. and Wahah, A. and Tan, E.C.",
        TITLE = "A neural approach to optical image reconstruction",
        BOOKTITLE = ICIP95,
        YEAR = "1995",
        PAGES = "II: 531-534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT25287"}

@inproceedings{bb26920,
        AUTHOR = "Muneyasu, M. and Yamamoto, K. and Hinamoto, T.",
        TITLE = "Image restoration using layered neural networks and Hopfield networks",
        BOOKTITLE = ICIP95,
        YEAR = "1995",
        PAGES = "II: 33-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT25288"}

@inproceedings{bb26921,
        AUTHOR = "Swiniarski, R. and Butler, M.P.",
        TITLE = "Neural recurrent estimator to gray scale image restoration based on 2D
Kalman filtering",
        BOOKTITLE = ICPR92,
        YEAR = "1992",
        PAGES = "III:425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT25289"}

@article{bb26922,
        AUTHOR = "Kubba, M.H.",
        TITLE = "Automatic Picture Detail Detection in the Presence of Random Noise",
        JOURNAL = PIEEE,
        VOLUME = "51",
        YEAR = "1963",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1518-1523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25290"}

@article{bb26923,
        AUTHOR = "Lev, A. and Zucker, S.W. and Rosenfeld, A.",
        TITLE = "Iterative Enhancement of Noisy Images",
        JOURNAL = SMC,
        VOLUME = "7",
        YEAR = "1977",
        PAGES = "435-442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25291"}

@article{bb26924,
        AUTHOR = "Davis, L.S. and Rosenfeld, A.",
        TITLE = "Noise Cleaning by Iterated Local Averaging",
        JOURNAL = SMC,
        VOLUME = "8",
        YEAR = "1978",
        PAGES = "705-710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25292"}

@article{bb26925,
        AUTHOR = "Ali, F. and Pavlidis, T.",
        TITLE = "Noise Filtering in Binary Pictures by Combinatorial Techniques",
        JOURNAL = PR,
        VOLUME = "15",
        YEAR = "1982",
        NUMBER = "3",
        PAGES = "131-135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25293"}

@inproceedings{bb26926,
        AUTHOR = "Arai, Y. and Kataoka, H. and Suzuki, I. and Yokota, S.",
        TITLE = "Visual image noise eliminating system",
        BOOKTITLE = US_Patent,
        YEAR = "1981",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25294"}

@article{bb26927,
        AUTHOR = "Abdelmalek, N.N.",
        TITLE = "Noise Filtering in Digital Images and Approximation Theory",
        JOURNAL = PR,
        VOLUME = "19",
        YEAR = "1986",
        NUMBER = "5",
        PAGES = "417-424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25295"}

@article{bb26928,
        AUTHOR = "Chin, R.T. and Yeh, C.L.",
        TITLE = "Quantitative Evaluation of Some Edge Preserving
Noise Smoothing Techniques",
        JOURNAL = CVGIP,
        VOLUME = "23",
        YEAR = "1983",
        NUMBER = "1",
        MONTH = "July",
        PAGES = "67-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25296"}

@article{bb26929,
        AUTHOR = "Dave, J.V. and Gazdag, J.",
        TITLE = "Reduction of Random Noise from Multiband Image Data Using
Phase Relationships Among Their Fourier Coefficients",
        JOURNAL = IBMRD,
        VOLUME = "28",
        YEAR = "1984",
        PAGES = "399-411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25297"}

@article{bb26930,
        AUTHOR = "Harouche, E. and Peleg, S. and Shvaytser, H. and Davis, L.S.",
        TITLE = "Noisy Image Restoration by Cost Function Minimization",
        JOURNAL = PRL,
        VOLUME = "3",
        YEAR = "1985",
        PAGES = "65-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25298"}

@article{bb26931,
        AUTHOR = "Reed, I.S. and Yu, X.",
        TITLE = "Adaptive multiple-band CFAR detection of an optical pattern
with unknown spectral distribution",
        JOURNAL = ASSP,
        VOLUME = "38",
        YEAR = "1990",
        NUMBER = "10",
        PAGES = "1760-1770",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25299"}

@article{bb26932,
        AUTHOR = "Boie, R.A. and Cox, I.J.",
        TITLE = "An Analysis of Camera Noise",
        JOURNAL = PAMI,
        VOLUME = "14",
        YEAR = "1992",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "671-674",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25300"}

@article{bb26933,
        AUTHOR = "Wu, W.Y. and Wang, M.J.J. and Liu, C.M.",
        TITLE = "Performance Evaluation of Some Noise Reduction Methods",
        JOURNAL = GMIP,
        VOLUME = "54",
        YEAR = "1992",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "134-146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25301"}

@article{bb26934,
        AUTHOR = "Dougherty, E.R. and Haralick, R.M.",
        TITLE = "Hole-Spectrum Representation and Model-Based Optimal Morphological
Restoration of Binary Images Degraded by Subtractive Noise",
        JOURNAL = JMIV,
        VOLUME = "1",
        YEAR = "1992",
        PAGES = "257-278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25302"}

@article{bb26935,
        AUTHOR = "Olsen, S.I.",
        TITLE = "Estimation of Noise in Images: An Evaluation",
        JOURNAL = GMIP,
        VOLUME = "55",
        YEAR = "1993",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "319-323",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25303"}

@inproceedings{bb26936,
        AUTHOR = "Wong, Y.F.",
        TITLE = "Clustering filter method for noise filtering, scale-space
filtering and image processing",
        BOOKTITLE = US_Patent,
        YEAR = "1995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25304"}

@article{bb26937,
        AUTHOR = "Suthaharan, S. and Ray, S.",
        TITLE = "Generation of Signal-Uncorrelated Noise for Control Experiments in
Image Restoration",
        JOURNAL = PRL,
        VOLUME = "17",
        YEAR = "1996",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "219-230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25305"}

@article{bb26938,
        AUTHOR = "Itoh, Y.",
        TITLE = "Detail Preserving Noise Filtering for Compressed Image",
        JOURNAL = IEICE,
        VOLUME = "E79-B",
        YEAR = "1996",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1459-1466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25306"}

@article{bb26939,
        AUTHOR = "Mowforth, P.H. and Jin, Z.P.",
        TITLE = "Implementation for Noise Suppression in Images",
        JOURNAL = IVC,
        VOLUME = "4",
        YEAR = "1986",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "29-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25307"}

@article{bb26940,
        AUTHOR = "Yung, N.H.C. and Lai, A.H.S.",
        TITLE = "Performance Evaluation of a Feature-Preserving Filtering Algorithm for
Removing Additive Random Noise in Digital Images",
        JOURNAL = OptEng,
        VOLUME = "35",
        YEAR = "1996",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1871-1885",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25308"}

@article{bb26941,
        AUTHOR = "Konstantinides, K. and Natarajan, B. and Yovanof, G.S.",
        TITLE = "Noise Estimation and Filtering Using Block-Based
Singular-Value Decomposition",
        JOURNAL = IP,
        VOLUME = "6",
        YEAR = "1997",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "479-483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25309"}

@article{bb26942,
        AUTHOR = "Beghdadi, A. and Khellaf, A.",
        TITLE = "A Noise-Filtering Method Using a Local Information Measure",
        JOURNAL = IP,
        VOLUME = "6",
        YEAR = "1997",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "879-882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25310"}

@article{bb26943,
        AUTHOR = "Singh, B. and Siddiqi, M.U.",
        TITLE = "MAP Estimation of Finite Gray-Scale Digital Images
Corrupted by Supremum/Infimum Noise",
        JOURNAL = IP,
        VOLUME = "6",
        YEAR = "1997",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1077-1088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25311"}

@article{bb26944,
        AUTHOR = "Feng, O.Y. and Dwyer, G.",
        TITLE = "A Real-Time Image Noise Reduction System for FLIR Applications",
        JOURNAL = RealTimeImg,
        VOLUME = "4",
        YEAR = "1998",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "211-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25312"}

@article{bb26945,
        AUTHOR = "Oja, E. and Hyvarinen, A. and Hoyer, P.O.",
        TITLE = "Image Feature Extraction and Denoising by Sparse Coding",
        JOURNAL = PAA,
        VOLUME = "2",
        YEAR = "1999",
        NUMBER = "2",
        PAGES = "104-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25313"}

@inproceedings{bb26946,
        AUTHOR = "Hyvarinen, A. and Hurri, J. and Hoyer, P.O. and Oja, E.",
        TITLE = "Image Feature Extraction by Sparse Coding and Independent Component Analysis",
        BOOKTITLE = ICPR98,
        YEAR = "1998",
        PAGES = "Vol II: 1268-1273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25314"}

@article{bb26947,
        AUTHOR = "Park, J.W. and Lee, S.U.",
        TITLE = "Recovery of Corrupted Image Data Based on the NURBS Interpolation",
        JOURNAL = CirSysVideo,
        VOLUME = "9",
        YEAR = "1999",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "1003",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25315"}

@article{bb26948,
        AUTHOR = "Bernardini, R. and Cortelazzo, G.M.",
        TITLE = "A Post-Processing Technique for Noise Removal of Range Data",
        JOURNAL = CirSysVideo,
        VOLUME = "10",
        YEAR = "2000",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25316"}

@article{bb26949,
        AUTHOR = "You, Y.L. and Kaveh, M.",
        TITLE = "Fourth-Order Partial Differential Equations for Noise Removal",
        JOURNAL = IP,
        VOLUME = "9",
        YEAR = "2000",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1723-1730",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25317"}

@article{bb26950,
        AUTHOR = "Chen, T. and Wu, H.R.",
        TITLE = "Recursive LMS L Filters for Noise Removal in Images",
        JOURNAL = SPLetters,
        VOLUME = "8",
        YEAR = "2001",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "36-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25318"}

@article{bb26951,
        AUTHOR = "Chen, T. and Wu, H.R.",
        TITLE = "Application of partition-based median type filters for suppressing
noise in images",
        JOURNAL = IP,
        VOLUME = "10",
        YEAR = "2001",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "829-836",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25319"}

@article{bb26952,
        AUTHOR = "Lu, Q. and Jiang, T.Z.",
        TITLE = "Pixon-Based Image Denoising with Markov Random Fields",
        JOURNAL = PR,
        VOLUME = "34",
        YEAR = "2001",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2029-2039",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25320"}

@article{bb26953,
        AUTHOR = "Tonazzini, A. and Bedini, L.",
        TITLE = "Monte Carlo Markov chain techniques for unsupervised MRF-based image
denoising",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "1-3",
        MONTH = "January",
        PAGES = "55-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25321"}

@article{bb26954,
        AUTHOR = "Donoho, D.L.",
        TITLE = "Denoising by Soft-Thresholding",
        JOURNAL = IT,
        VOLUME = "41",
        YEAR = "1995",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "613-627",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25322"}

@article{bb26955,
        AUTHOR = "Starck, J.L. and Candes, E.J. and Donoho, D.L.",
        TITLE = "The Curvelet Transform for Image Denoising",
        JOURNAL = IP,
        VOLUME = "11",
        YEAR = "2002",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "670-684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25323"}

@inproceedings{bb26956,
        AUTHOR = "Candes, E.J.",
        TITLE = "The Curvelet Transform for Image Denoising",
        BOOKTITLE = ICIP01,
        YEAR = "2001",
        PAGES = "I: 7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25323"}

@article{bb26957,
        AUTHOR = "Starck, J.L. and Elad, M. and Donoho, D.L.",
        TITLE = "Image decomposition via the combination of sparse representations and a
variational approach",
        JOURNAL = IP,
        VOLUME = "14",
        YEAR = "2005",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1570-1582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25324"}

@article{bb26958,
        AUTHOR = "Bobin, J. and Starck, J.L. and Fadili, J.M. and Moudden, Y. and Donoho, D.L.",
        TITLE = "Morphological Component Analysis: An Adaptive Thresholding Strategy",
        JOURNAL = IP,
        VOLUME = "16",
        YEAR = "2007",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2675-2681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25325"}

@article{bb26959,
        AUTHOR = "Gluhovsky, I. and Melnik, V.P. and Shmulevich, I.",
        TITLE = "Markov Random Field Modeling in Median Pyramidal Transform Domain for
Denoising Applications",
        JOURNAL = JMIV,
        VOLUME = "16",
        YEAR = "2002",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "237-249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25326"}

@article{bb26960,
        AUTHOR = "Atae Allah, Z. and Aroza, J.M.",
        TITLE = "A Filter To Remove Gaussian Noise by Clustering the Gray Scale",
        JOURNAL = JMIV,
        VOLUME = "17",
        YEAR = "2002",
        NUMBER = "1",
        MONTH = "July",
        PAGES = "15-25",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25327"}

@article{bb26961,
        AUTHOR = "Ritter, G.X. and Urcid, G. and Iancu, L.",
        TITLE = "Reconstruction of Patterns from Noisy Inputs Using Morphological
Associative Memories",
        JOURNAL = JMIV,
        VOLUME = "19",
        YEAR = "2003",
        NUMBER = "2",
        MONTH = "September",
        PAGES = "95-111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25328"}

@article{bb26962,
        AUTHOR = "Park, U.S. and Udpa, L. and Stockman, G.C.",
        TITLE = "Motion-based filtering of magneto-optic imagers",
        JOURNAL = IVC,
        VOLUME = "22",
        YEAR = "2004",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "243-249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25329"}

@article{bb26963,
        AUTHOR = "Lysaker, M. and Osher, S.J. and Tai, X.C.",
        TITLE = "Noise Removal Using Smoothed Normals and Surface Fitting",
        JOURNAL = IP,
        VOLUME = "13",
        YEAR = "2004",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1345-1357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25330"}

@article{bb26964,
        AUTHOR = "Hawksford, M.O.J.",
        TITLE = "Parametrically controlled noise shaping in variable state-step-back
pseudo-trellis SDM",
        JOURNAL = VISP,
        VOLUME = "152",
        YEAR = "2005",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "87-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25331"}

@article{bb26965,
        AUTHOR = "Coupier, D. and Desolneux, A. and Ycart, B.",
        TITLE = "Image Denoising by Statistical Area Thresholding",
        JOURNAL = JMIV,
        VOLUME = "22",
        YEAR = "2005",
        NUMBER = "2-3",
        MONTH = "May",
        PAGES = "183-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25332"}

@article{bb26966,
        AUTHOR = "Mahmoudi, M. and Sapiro, G.",
        TITLE = "Fast Image and Video Denoising via Nonlocal Means of Similar
Neighborhoods",
        JOURNAL = SPLetters,
        VOLUME = "12",
        YEAR = "2005",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "839-842",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25333"}

@article{bb26967,
        AUTHOR = "Balan, R.V. and Rosca, J. and Rickard, S.T.",
        TITLE = "Equivalence principle for optimization of sparse versus low-spread
representations for signal estimation in noise",
        JOURNAL = IJIST,
        VOLUME = "15",
        YEAR = "2005",
        NUMBER = "1",
        PAGES = "10-17",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25334"}

@article{bb26968,
        AUTHOR = "Sorzano, C.O.S. and Ortiz, E. and Lopez, M. and Rodrigo, J.",
        TITLE = "Improved Bayesian image denoising based on wavelets with applications
to electron microscopy",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1205-1213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25335"}

@article{bb26969,
        AUTHOR = "Pizurica, A. and Philips, W.",
        TITLE = "Estimating the Probability of the Presence of a Signal of Interest in
Multiresolution Single- and Multiband Image Denoising",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "654-665",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25336"}

@article{bb26970,
        AUTHOR = "Goossens, B. and Pizurica, A. and Philips, W.",
        TITLE = "Image Denoising Using Mixtures of Projected Gaussian Scale Mixtures",
        JOURNAL = IP,
        VOLUME = "18",
        YEAR = "2009",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1689-1702",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25337"}

@inproceedings{bb26971,
        AUTHOR = "Goossens, B. and Aelterman, J. and Luong, H. and Pizurica, A. and Philips, W.",
        TITLE = "Complex wavelet joint denoising and demosaicing using Gaussian scale
mixtures",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "445-448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25338"}

@article{bb26972,
        AUTHOR = "Yasotharan, A. and Thayaparan, T.",
        TITLE = "Optimum time~frequency distribution for detecting a discrete-time chirp
signal in noise",
        JOURNAL = VISP,
        VOLUME = "153",
        YEAR = "2006",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "132-140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25339"}

@article{bb26973,
        AUTHOR = "Kim, S.",
        TITLE = "PDE-Based Image Restoration: A Hybrid Model and Color Image Denoising",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1163-1170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25340"}

@article{bb26974,
        AUTHOR = "Shen, L. and Papadakis, M. and Kakadiaris, I.A. and Konstantinidis, I. and Kouri, D. and Hoffman, D.",
        TITLE = "Image Denoising Using a Tight Frame",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1254-1263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25341"}

@article{bb26975,
        AUTHOR = "Santamaria Pang, A. and Bildea, T.S. and Tan, S. and Kakadiaris, I.A.",
        TITLE = "Denoising for 3-D Photon-Limited Imaging Data Using Nonseparable
Filterbanks",
        JOURNAL = IP,
        VOLUME = "17",
        YEAR = "2008",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2312-2323",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25342"}

@article{bb26976,
        AUTHOR = "Wei, J.",
        TITLE = "Lebesgue anisotropic image denoising",
        JOURNAL = IJIST,
        VOLUME = "15",
        YEAR = "2005",
        NUMBER = "1",
        PAGES = "64-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25343"}

@article{bb26977,
        AUTHOR = "Faraji, H. and Maclean, W.J.",
        TITLE = "CCD Noise Removal in Digital Images",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "9",
        MONTH = "August",
        PAGES = "2676-2685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25344"}

@article{bb26978,
        AUTHOR = "Hirakawa, K. and Parks, T.W.",
        TITLE = "Image Denoising Using Total Least Squares",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "9",
        MONTH = "August",
        PAGES = "2730-2742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25345"}

@article{bb26979,
        AUTHOR = "Ortiz, F. and Torres, F.",
        TITLE = "Automatic detection and elimination of specular reflectance in color
images by means of MS diagram and vector connected filters",
        JOURNAL = SMC-C,
        VOLUME = "36",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "681-687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25346"}

@inproceedings{bb26980,
        AUTHOR = "Ortiz, F. and Torres, F. and Gil, P.",
        TITLE = "Gaussian noise elimination in colour images by vector-connected filters",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "IV: 807-810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25347"}

@article{bb26981,
        AUTHOR = "Elad, M. and Aharon, M.",
        TITLE = "Image Denoising Via Sparse and Redundant Representations Over Learned
Dictionaries",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3736-3745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25348"}

@inproceedings{bb26982,
        AUTHOR = "Elad, M. and Aharon, M.",
        TITLE = "Image Denoising Via Learned Dictionaries and Sparse representation",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "I: 895-900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25349"}

@inproceedings{bb26983,
        AUTHOR = "Sulam, J. and Elad, M.",
        TITLE = "Expected Patch Log Likelihood with a Sparse Prior",
        BOOKTITLE = EMMCVPR15,
        YEAR = "2015",
        PAGES = "99-111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25350"}

@inproceedings{bb26984,
        AUTHOR = "Sulam, J. and Ophir, B. and Elad, M.",
        TITLE = "Image denoising through multi-scale learnt dictionaries",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "808-812",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25351"}

@article{bb26985,
        AUTHOR = "Protter, M. and Elad, M.",
        TITLE = "Image Sequence Denoising via Sparse and Redundant Representations",
        JOURNAL = IP,
        VOLUME = "18",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "27-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25352"}

@article{bb26986,
        AUTHOR = "Aharon, M. and Elad, M. and Bruckstein, A.M.",
        TITLE = "K-SVD: An Algorithm for Designing Overcomplete Dictionaries
for Sparse Representation",
        JOURNAL = TSP,
        VOLUME = "54",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4311-4322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25353"}

@article{bb26987,
        AUTHOR = "Scetbon, M. and Elad, M. and Milanfar, P.",
        TITLE = "Deep K-SVD Denoising",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "5944-5955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25354"}

@article{bb26988,
        AUTHOR = "Aharon, M. and Elad, M.",
        TITLE = "Sparse And Redundant Modeling Of Image Content Using An 
Image-Signature-Dictionary",
        JOURNAL = SIIMS,
        VOLUME = "1",
        YEAR = "2008",
        NUMBER = "3",
        PAGES = "228-247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25355"}

@article{bb26989,
        AUTHOR = "Mairal, J. and Elad, M. and Sapiro, G.",
        TITLE = "Sparse Representation for Color Image Restoration",
        JOURNAL = IP,
        VOLUME = "17",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "53-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25356"}

@inproceedings{bb26990,
        AUTHOR = "Mairal, J. and Sapiro, G. and Elad, M.",
        TITLE = "Multiscale Sparse Image Representation with Learned Dictionaries",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "III: 105-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25357"}

@inproceedings{bb26991,
        AUTHOR = "Bruckstein, A.M. and Elad, M.",
        TITLE = "On Sparse Signal Representations",
        BOOKTITLE = ICIP01,
        YEAR = "2001",
        PAGES = "I: 3-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25358"}

@inproceedings{bb26992,
        AUTHOR = "Elad, M. and Matalon, B. and Zibulevsky, M.",
        TITLE = "Image Denoising with Shrinkage and Redundant Representations",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "II: 1924-1931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25359"}

@inproceedings{bb26993,
        AUTHOR = "Segev, D. and Schechner, Y.Y. and Elad, M.",
        TITLE = "Example-based cross-modal denoising",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "486-493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25360"}

@article{bb26994,
        AUTHOR = "Mairal, J. and Bach, F. and Ponce, J.",
        TITLE = "Task-Driven Dictionary Learning",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "791-804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25361"}

@article{bb26995,
        AUTHOR = "Pan, R. and Reeves, S.J.",
        TITLE = "Efficient Huber-Markov Edge-Preserving Image Restoration",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3728-3735",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25362"}

@article{bb26996,
        AUTHOR = "Xiao, J.J. and Luo, Z.Q. and Giannakis, G.B.",
        TITLE = "Performance Bounds for the Rate-Constrained Universal Decentralized
Estimators",
        JOURNAL = SPLetters,
        VOLUME = "14",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "47-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25363"}

@article{bb26997,
        AUTHOR = "Lerallut, R. and Decenciere, E. and Meyer, F.",
        TITLE = "Image filtering using morphological amoebas",
        JOURNAL = IVC,
        VOLUME = "25",
        YEAR = "2007",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "395-404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25364"}

@inproceedings{bb26998,
        AUTHOR = "Lerallut, R. and Boehm, M. and Decenciere, E. and Meyer, F.",
        TITLE = "Noise Reduction in 3D Images Using Morphological Amoebas",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "I: 109-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25365"}

@article{bb26999,
        AUTHOR = "Mignotte, M.",
        TITLE = "Image Denoising by Averaging of Piecewise Constant Simulations of Image
Partitions",
        JOURNAL = IP,
        VOLUME = "16",
        YEAR = "2007",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "523-533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT25366"}