@inproceedings{bb26500,
        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#TT24879"}

@inproceedings{bb26501,
        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#TT24880"}

@inproceedings{bb26502,
        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#TT24881"}

@inproceedings{bb26503,
        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#TT24882"}

@inproceedings{bb26504,
        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#TT24883"}

@inproceedings{bb26505,
        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#TT24884"}

@inproceedings{bb26506,
        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#TT24885"}

@inproceedings{bb26507,
        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#TT24886"}

@inproceedings{bb26508,
        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#TT24887"}

@inproceedings{bb26509,
        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#TT24888"}

@inproceedings{bb26510,
        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#TT24889"}

@inproceedings{bb26511,
        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#TT24890"}

@inproceedings{bb26512,
        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#TT24891"}

@inproceedings{bb26513,
        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#TT24892"}

@article{bb26514,
        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#TT24893"}

@article{bb26515,
        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#TT24894"}

@article{bb26516,
        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#TT24895"}

@article{bb26517,
        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#TT24896"}

@inproceedings{bb26518,
        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#TT24897"}

@article{bb26519,
        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#TT24898"}

@article{bb26520,
        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#TT24899"}

@article{bb26521,
        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#TT24900"}

@article{bb26522,
        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#TT24901"}

@article{bb26523,
        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#TT24902"}

@article{bb26524,
        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#TT24903"}

@article{bb26525,
        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#TT24904"}

@article{bb26526,
        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#TT24905"}

@article{bb26527,
        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#TT24906"}

@inproceedings{bb26528,
        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#TT24907"}

@article{bb26529,
        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#TT24908"}

@article{bb26530,
        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#TT24909"}

@article{bb26531,
        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#TT24910"}

@article{bb26532,
        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#TT24911"}

@article{bb26533,
        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#TT24912"}

@article{bb26534,
        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#TT24913"}

@article{bb26535,
        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#TT24914"}

@article{bb26536,
        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#TT24915"}

@article{bb26537,
        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#TT24916"}

@inproceedings{bb26538,
        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#TT24917"}

@article{bb26539,
        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#TT24918"}

@article{bb26540,
        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#TT24919"}

@article{bb26541,
        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#TT24920"}

@article{bb26542,
        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#TT24921"}

@article{bb26543,
        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#TT24922"}

@article{bb26544,
        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#TT24923"}

@article{bb26545,
        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#TT24924"}

@article{bb26546,
        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#TT24925"}

@article{bb26547,
        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#TT24926"}

@inproceedings{bb26548,
        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#TT24926"}

@article{bb26549,
        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#TT24927"}

@article{bb26550,
        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#TT24928"}

@article{bb26551,
        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#TT24929"}

@article{bb26552,
        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#TT24930"}

@article{bb26553,
        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#TT24931"}

@article{bb26554,
        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#TT24932"}

@article{bb26555,
        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#TT24933"}

@article{bb26556,
        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#TT24934"}

@article{bb26557,
        AUTHOR = "Rabie, T.",
        TITLE = "Robust Estimation Approach for Blind Denoising",
        JOURNAL = IP,
        VOLUME = "14",
        YEAR = "2005",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1755-1765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT24935"}

@article{bb26558,
        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#TT24936"}

@article{bb26559,
        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#TT24937"}

@article{bb26560,
        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#TT24938"}

@article{bb26561,
        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#TT24939"}

@article{bb26562,
        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#TT24940"}

@article{bb26563,
        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#TT24941"}

@inproceedings{bb26564,
        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#TT24942"}

@article{bb26565,
        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#TT24943"}

@article{bb26566,
        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#TT24944"}

@article{bb26567,
        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#TT24945"}

@article{bb26568,
        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#TT24946"}

@article{bb26569,
        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#TT24947"}

@article{bb26570,
        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#TT24948"}

@article{bb26571,
        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#TT24949"}

@article{bb26572,
        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#TT24950"}

@inproceedings{bb26573,
        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#TT24951"}

@article{bb26574,
        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#TT24952"}

@inproceedings{bb26575,
        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#TT24953"}

@inproceedings{bb26576,
        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#TT24954"}

@inproceedings{bb26577,
        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#TT24955"}

@article{bb26578,
        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#TT24956"}

@article{bb26579,
        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#TT24957"}

@article{bb26580,
        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#TT24958"}

@article{bb26581,
        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#TT24959"}

@article{bb26582,
        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#TT24960"}

@inproceedings{bb26583,
        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#TT24961"}

@inproceedings{bb26584,
        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#TT24962"}

@inproceedings{bb26585,
        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#TT24963"}

@inproceedings{bb26586,
        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#TT24964"}

@article{bb26587,
        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#TT24965"}

@article{bb26588,
        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#TT24966"}

@article{bb26589,
        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#TT24967"}

@article{bb26590,
        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#TT24968"}

@inproceedings{bb26591,
        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#TT24969"}

@article{bb26592,
        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#TT24970"}

@article{bb26593,
        AUTHOR = "Olhede, S.C.",
        TITLE = "Hyperanalytic Denoising",
        JOURNAL = IP,
        VOLUME = "16",
        YEAR = "2007",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1522-1537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT24971"}

@article{bb26594,
        AUTHOR = "Cheng, T. and Belzer, B.J. and Sivakumar, K.",
        TITLE = "Row-Column Soft-Decision Feedback Algorithm for Two-Dimensional
Intersymbol Interference",
        JOURNAL = SPLetters,
        VOLUME = "14",
        YEAR = "2007",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "433-436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT24972"}

@article{bb26595,
        AUTHOR = "Shang, L.",
        TITLE = "Non-negative sparse coding shrinkage for image denoising using normal
inverse Gaussian density model",
        JOURNAL = IVC,
        VOLUME = "26",
        YEAR = "2008",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1137-1147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT24973"}

@inproceedings{bb26596,
        AUTHOR = "Shang, L. and Huang, D.S.",
        TITLE = "Image Denoising Using Non-Negative Sparse Coding Shrinkage Algorithm",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "I: 1017-1022",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT24974"}

@article{bb26597,
        AUTHOR = "Shi, Y.Y.",
        TITLE = "Convergence of Fixed Point Iteration for Modified Restoration Problems",
        JOURNAL = JMIV,
        VOLUME = "32",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "September",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT24975"}

@article{bb26598,
        AUTHOR = "Jia, T.T. and Shi, Y.Y. and Zhu, Y.G. and Wang, L.",
        TITLE = "An image restoration model combining mixed L1/L2 fidelity terms",
        JOURNAL = JVCIR,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "461-473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT24976"}

@article{bb26599,
        AUTHOR = "Bi, D.L. and Guo, W. and Xu, A.D.",
        TITLE = "A New Noise Removing Algorithm",
        JOURNAL = IJIG,
        VOLUME = "6",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "677-687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131.html#TT24977"}