@article{bb26300,
        AUTHOR = "Trussell, H.J.",
        TITLE = "Convergence Criteria for Iterative Restoration Methods",
        JOURNAL = ASSP,
        VOLUME = "31",
        YEAR = "1983",
        MONTH = "February",
        PAGES = "125-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24680"}

@article{bb26301,
        AUTHOR = "Ramakrishna, R.S. and Mullick, S.K. and Rathore, R.K.S.",
        TITLE = "A New Iterative Algorithm for Image Restoration",
        JOURNAL = CVGIP,
        VOLUME = "30",
        YEAR = "1985",
        NUMBER = "1",
        MONTH = "April",
        PAGES = "47-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24681"}

@article{bb26302,
        AUTHOR = "Liu, Z.Q. and Gourishankar, V.G. and Caelli, T.M.",
        TITLE = "Adaptive iterative algorithm for image restoration",
        JOURNAL = IVC,
        VOLUME = "6",
        YEAR = "1988",
        NUMBER = "3",
        MONTH = "August",
        PAGES = "151-161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24682"}

@article{bb26303,
        AUTHOR = "Chalmond, B.",
        TITLE = "An Iterative Gibbsian Technique for Reconstruction of M-Ary Images",
        JOURNAL = PR,
        VOLUME = "22",
        YEAR = "1989",
        NUMBER = "6",
        PAGES = "747-761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24683"}

@book{bb26304,
        AUTHOR = "Lagendijk, R.L. and Biemond, J.",
        TITLE = "Iterative Identification and Restoration of Images",
        PUBLISHER = "Kluwer",
        YEAR = "1990",
        MONTH = "December",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24684"}

@article{bb26305,
        AUTHOR = "Lay, K.T. and Katsaggelos, A.K.",
        TITLE = "Image identification and restoration based on the EM algorithm",
        JOURNAL = OptEng,
        VOLUME = "29",
        YEAR = "1990",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "436-445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24685"}

@article{bb26306,
        AUTHOR = "Paik, J.K. and Katsaggelos, A.K.",
        TITLE = "Image restoration using a modified Hopfield network",
        JOURNAL = IP,
        VOLUME = "1",
        YEAR = "1992",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "49-63",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24686"}

@article{bb26307,
        AUTHOR = "Nagy, J.G. and Plemmons, R.J. and Torgersen, T.C.",
        TITLE = "Iterative Image Restoration Using Approximate Inverse Preconditioning",
        JOURNAL = IP,
        VOLUME = "5",
        YEAR = "1996",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1151-1162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24687"}

@article{bb26308,
        AUTHOR = "Sanz, J.L.C. and Huang, T.S.",
        TITLE = "Iterative Time-Limited Signal Restoration",
        JOURNAL = ASSP,
        VOLUME = "31",
        YEAR = "1983",
        PAGES = "643-650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24688"}

@article{bb26309,
        AUTHOR = "Acton, S.T.",
        TITLE = "Image Restoration Using Generalized Deterministic Annealing",
        JOURNAL = DSP,
        VOLUME = "7",
        YEAR = "1997",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "94-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24689"}

@article{bb26310,
        AUTHOR = "Dembele, D. and Favier, G.",
        TITLE = "Recursive Estimation of 4th-Order Cumulants with
Application to Identification",
        JOURNAL = SP,
        VOLUME = "68",
        YEAR = "1998",
        NUMBER = "2",
        MONTH = "July",
        PAGES = "127-139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24690"}

@article{bb26311,
        AUTHOR = "Fernandes, C.A.R. and Favier, G. and Mota, J.C.M.",
        TITLE = "Decision directed adaptive blind equalization based on the constant
modulus algorithm",
        JOURNAL = SIViP,
        VOLUME = "1",
        YEAR = "2007",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "333-346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24691"}

@article{bb26312,
        AUTHOR = "Robini, M.C. and Rastello, T. and Magnin, I.E.",
        TITLE = "Simulated Annealing, Acceleration Techniques, and Image Restoration",
        JOURNAL = IP,
        VOLUME = "8",
        YEAR = "1999",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1374-1387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24692"}

@article{bb26313,
        AUTHOR = "Hou, Z. and Koh, T.S.",
        TITLE = "Image Denoising Using Robust Regression",
        JOURNAL = SPLetters,
        VOLUME = "11",
        YEAR = "2004",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "243-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24693"}

@article{bb26314,
        AUTHOR = "Robinson, K. and Whelan, P.F.",
        TITLE = "Efficient Morphological Reconstruction: A Downhill Filter",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "1759-1767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24694"}

@article{bb26315,
        AUTHOR = "Ghita, O. and Ilea, D.E. and Whelan, P.F.",
        TITLE = "Adaptive noise removal approach for restoration of digital images
corrupted by multimodal noise",
        JOURNAL = IET-IPR,
        VOLUME = "6",
        YEAR = "2012",
        NUMBER = "8",
        PAGES = "1148-1160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24695"}

@article{bb26316,
        AUTHOR = "Guleryuz, O.G.",
        TITLE = "Nonlinear Approximation Based Image Recovery Using Adaptive Sparse
Reconstructions and Iterated Denoising-Part I: Theory",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "539-554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24696"}

@inproceedings{bb26317,
        AUTHOR = "Guleryuz, O.G.",
        TITLE = "Nonlinear approximation based image recovery using adaptive sparse
reconstructions",
        BOOKTITLE = ICIP03,
        YEAR = "2003",
        PAGES = "I: 713-716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24697"}

@article{bb26318,
        AUTHOR = "Guleryuz, O.G.",
        TITLE = "Nonlinear Approximation Based Image Recovery Using Adaptive Sparse
Reconstructions and Iterated Denoising-Part II: Adaptive Algorithms",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "555-571",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24698"}

@article{bb26319,
        AUTHOR = "Guleryuz, O.G.",
        TITLE = "Linear, Worst-Case Estimators for Denoising Quantization Noise in
Transform Coded Images",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2967-2986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24699"}

@article{bb26320,
        AUTHOR = "Guleryuz, O.G.",
        TITLE = "Weighted Averaging for Denoising With Overcomplete Dictionaries",
        JOURNAL = IP,
        VOLUME = "16",
        YEAR = "2007",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3020-3034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24700"}

@article{bb26321,
        AUTHOR = "Nagy, J.G. and Kilmer, M.E.",
        TITLE = "Kronecker Product Approximation for Preconditioning in
Three-Dimensional Imaging Applications",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "604-613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24701"}

@article{bb26322,
        AUTHOR = "Matson, C.L. and Haji, A.",
        TITLE = "Biased Cramér-Rao lower bound calculations for inequality-constrained
estimators",
        JOURNAL = JOSA-A,
        VOLUME = "23",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2702-2713",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24702"}

@article{bb26323,
        AUTHOR = "Chang, Q.S. and Yang, T.",
        TITLE = "A Lattice Boltzmann Method for Image Denoising",
        JOURNAL = IP,
        VOLUME = "18",
        YEAR = "2009",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2797-2802",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24703"}

@article{bb26324,
        AUTHOR = "Pinchas, M.",
        TITLE = "What are the analytical conditions for which a blind equalizer will
loose the convergence state?",
        JOURNAL = SIViP,
        VOLUME = "6",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "325-340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24704"}

@article{bb26325,
        AUTHOR = "Tian, J. and Chen, L.",
        TITLE = "Image Noise Estimation Using A Variation-Adaptive Evolutionary Approach",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "395-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24705"}

@article{bb26326,
        AUTHOR = "Dantas, C.F. and da Costa, M.N. and da Rocha Lopes, R.",
        TITLE = "Learning Dictionaries as a Sum of Kronecker Products",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "559-563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24706"}

@inproceedings{bb26327,
        AUTHOR = "Wu, H. and Souvenir, R.",
        TITLE = "Robust regression on image manifolds for ordered label denoising",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "305-313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24707"}

@inproceedings{bb26328,
        AUTHOR = "Liu, C.Z. and Chen, Q.C.",
        TITLE = "QR Iterative Subspace Identification and Its Application in Image
Denoising",
        BOOKTITLE = ICIG11,
        YEAR = "2011",
        PAGES = "217-222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24708"}

@inproceedings{bb26329,
        AUTHOR = "Gomo, P.",
        TITLE = "PageRank Image Denoising",
        BOOKTITLE = ICIAR10,
        YEAR = "2010",
        PAGES = "I: 1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24709"}

@inproceedings{bb26330,
        AUTHOR = "Xue, F. and Liu, Q.S. and Fan, W.H.",
        TITLE = "Iterative Image Restoration using a Non-Local Regularization Function
and a Local Regularization Operator",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 766-769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24710"}

@inproceedings{bb26331,
        AUTHOR = "Ferreira, V.C. and Mascarenhas, N.D.A.",
        TITLE = "Analysis of the Robustness of Iterative Restoration Methods with
Respect to Variations of the Point Spread Function",
        BOOKTITLE = ICIP00,
        YEAR = "2000",
        PAGES = "Vol III: 789-792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24711"}

@article{bb26332,
        AUTHOR = "Bhatt, M.R. and Desai, U.B.",
        TITLE = "Robust Image Restoration Algorithm Using Markov Random Field Model",
        JOURNAL = GMIP,
        VOLUME = "56",
        YEAR = "1994",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "61-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24712"}

@inproceedings{bb26333,
        AUTHOR = "Nanda, P.K. and Desai, U.B. and Poonacha, P.G.",
        TITLE = "Joint parameter estimation and restoration using MRF models and
homotopy continuation method",
        BOOKTITLE = ICIP94,
        YEAR = "1994",
        PAGES = "II: 705-709",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24713"}

@article{bb26334,
        AUTHOR = "Park, M. and Miller, D.J.",
        TITLE = "Improved Image Decoding over Noisy Channels Using Minimum Mean-Squared
Estimation and a Markov Mesh",
        JOURNAL = IP,
        VOLUME = "8",
        YEAR = "1999",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "863-867",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24714"}

@inproceedings{bb26335,
        AUTHOR = "Park, M. and Miller, D.J.",
        TITLE = "Image Decoding Over Noisy Channels Using Minimum Mean-Squared Estimation
and a Markov Mesh",
        BOOKTITLE = ICIP97,
        YEAR = "1997",
        PAGES = "III: 594-597",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24715"}

@article{bb26336,
        AUTHOR = "Storvik, G. and Dahl, G.",
        TITLE = "Lagrangian-Based Methods for Finding MAP Solutions for MRF Models",
        JOURNAL = IP,
        VOLUME = "9",
        YEAR = "2000",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "469-479",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24716"}

@article{bb26337,
        AUTHOR = "Sigelle, M.",
        TITLE = "A Cumulant Expansion Technique for Simultaneous Markov Random Field
Image Restoration and Hyperparameter Estimation",
        JOURNAL = IJCV,
        VOLUME = "37",
        YEAR = "2000",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "275-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24717"}

@article{bb26338,
        AUTHOR = "Chang, Y.C. and Kadaba, S.R. and Doerschuk, P.C. and Gelfand, S.B.",
        TITLE = "Image restoration using recursive Markov random field models driven by
Cauchy distributed noise",
        JOURNAL = SPLetters,
        VOLUME = "8",
        YEAR = "2001",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "65-66",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24718"}

@inproceedings{bb26339,
        AUTHOR = "Wu, C.H. and Doerschuk, P.C.",
        TITLE = "Application of the cluster approximation for the simultaneous
restoration and segmentation of tomographic images",
        BOOKTITLE = ICIP95,
        YEAR = "1995",
        PAGES = "II: 449-452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24719"}

@inproceedings{bb26340,
        AUTHOR = "Wu, C.H. and Doerschuk, P.C.",
        TITLE = "Computation of Bayesian estimators for Markov random field image models
using the cluster approximation",
        BOOKTITLE = ICIP94,
        YEAR = "1994",
        PAGES = "III: 172-176",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24720"}

@article{bb26341,
        AUTHOR = "Guidara, R. and Hosseini, S. and Deville, Y.",
        TITLE = "Maximum Likelihood Blind Image Separation Using Nonsymmetrical
Half-Plane Markov Random Fields",
        JOURNAL = IP,
        VOLUME = "18",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2435-2450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24721"}

@article{bb26342,
        AUTHOR = "Barbu, A.",
        TITLE = "Training an Active Random Field for Real-Time Image Denoising",
        JOURNAL = IP,
        VOLUME = "18",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2451-2462",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24722"}

@inproceedings{bb26343,
        AUTHOR = "Barbu, A.",
        TITLE = "Learning real-time MRF inference for image denoising",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "1574-1581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24723"}

@article{bb26344,
        AUTHOR = "Karci, M.H. and Demirekler, M.",
        TITLE = "Minimization of Monotonically Levelable Higher Order MRF Energies via
Graph Cuts",
        JOURNAL = IP,
        VOLUME = "19",
        YEAR = "2010",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2849-2860",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24724"}

@article{bb26345,
        AUTHOR = "Cao, Y. and Luo, Y.P. and Yang, S.Y.",
        TITLE = "Image Denoising Based on Hierarchical Markov Random Field",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "368-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24725"}

@article{bb26346,
        AUTHOR = "Yousefi, S. and Kehtarnavaz, N. and Cao, Y. and Razlighi, Q.R.",
        TITLE = "Bilateral Markov mesh random field and its application to image
restoration",
        JOURNAL = JVCIR,
        VOLUME = "23",
        YEAR = "2012",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "1051-1059",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24726"}

@article{bb26347,
        AUTHOR = "Sun, J. and Tappen, M.F.",
        TITLE = "Separable Markov Random Field Model and Its Applications in Low Level
Vision",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "402-407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24727"}

@inproceedings{bb26348,
        AUTHOR = "Sun, J. and Tappen, M.F.",
        TITLE = "Learning non-local range Markov Random field for image restoration",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2745-2752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24728"}

@article{bb26349,
        AUTHOR = "Yousefi, S. and Kehtarnavaz, N. and Cao, Y.",
        TITLE = "Computationally Tractable Stochastic Image Modeling Based on
Symmetric Markov Mesh Random Fields",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "6",
        PAGES = "2192-2206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24729"}

@article{bb26350,
        AUTHOR = "Molina, R. and Katsaggelos, A.K. and Mateos, J. and Hermoso, A. and Segall, C.A.",
        TITLE = "Restoration of severely blurred high range images using stochastic and
deterministic relaxation algorithms in compound Gauss-Markov random
fields",
        JOURNAL = PR,
        VOLUME = "33",
        YEAR = "2000",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "555-571",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24730"}

@inproceedings{bb26351,
        AUTHOR = "Molina, R. and Katsaggelos, A.K. and Mateos, J. and Abad, J.",
        TITLE = "Restoration of Severely Blurred High Range Images Using Compound Models",
        BOOKTITLE = ICIP96,
        YEAR = "1996",
        PAGES = "II: 469-472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24731"}

@article{bb26352,
        AUTHOR = "Zha, S.X. and Pappas, T.N. and Neuhoff, D.L.",
        TITLE = "Hierarchical Lossy Bilevel Image Compression Based on Cutset Sampling",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "1527-1541",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24732"}

@inproceedings{bb26353,
        AUTHOR = "Zha, S.X. and Pappas, T.N. and Neuhoff, D.L.",
        TITLE = "Hierarchical bilevel image compression based on cutset sampling",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "2517-2520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24733"}

@inproceedings{bb26354,
        AUTHOR = "Zha, S.X. and Pappas, T.N.",
        TITLE = "A hybrid Markov random field model for bilevel cutset reconstruction",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3523-3527",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24734"}

@inproceedings{bb26355,
        AUTHOR = "Zha, S.X. and Pappas, T.N.",
        TITLE = "Pattern-based k-level cutset reconstruction",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "3344-3348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24735"}

@inproceedings{bb26356,
        AUTHOR = "Chen, Y.J. and Pock, T. and Ranftl, R. and Bischof, H.",
        TITLE = "Revisiting Loss-Specific Training of Filter-Based MRFs for Image
Restoration",
        BOOKTITLE = GCPR13,
        YEAR = "2013",
        PAGES = "271-281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24736"}

@inproceedings{bb26357,
        AUTHOR = "Tanaka, M. and Okutomi, M.",
        TITLE = "Locally adaptive learning for translation-variant MRF image priors",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24737"}

@article{bb26358,
        AUTHOR = "Wong, Y.F.I.",
        TITLE = "Nonlinear scale-space filtering and multiresolution system",
        JOURNAL = IP,
        VOLUME = "4",
        YEAR = "1995",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "774-787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24738"}

@inproceedings{bb26359,
        AUTHOR = "Wong, Y.F.I.",
        TITLE = "A clustering filter for scale-space filtering and image restoration",
        BOOKTITLE = CVPR93,
        YEAR = "1993",
        PAGES = "668-669",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24739"}

@article{bb26360,
        AUTHOR = "Anandakumar, K. and Kassam, S.A.",
        TITLE = "Nonlinear Multiresolution Decomposition with Applications in
Image Restoration",
        JOURNAL = JEI,
        VOLUME = "5",
        YEAR = "1996",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "367-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24740"}

@inproceedings{bb26361,
        AUTHOR = "Anandakumar, K. and Kassam, S.A.",
        TITLE = "Nonlinear filtering using generalized subband decomposition",
        BOOKTITLE = ICIP95,
        YEAR = "1995",
        PAGES = "I: 382-385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24741"}

@article{bb26362,
        AUTHOR = "Stephanakis, I.M.",
        TITLE = "Regularized Image Restoration in Multiresolution Spaces",
        JOURNAL = OptEng,
        VOLUME = "36",
        YEAR = "1997",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1738-1744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24742"}

@article{bb26363,
        AUTHOR = "Liew, A.W.C. and Law, N.F. and Nguyen, D.T.",
        TITLE = "Multiple Resolution Image Restoration",
        JOURNAL = VISP,
        VOLUME = "144",
        YEAR = "1997",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "199-206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24743"}

@article{bb26364,
        AUTHOR = "Faghih, F. and Smith, M.",
        TITLE = "Combining spatial and scale-space techniques for edge detection to
provide a spatially adaptive wavelet-based noise filtering algorithm",
        JOURNAL = IP,
        VOLUME = "11",
        YEAR = "2002",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1062-1071",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24744"}

@article{bb26365,
        AUTHOR = "Scharcanski, J. and Jung, C.R. and Clarke, R.T.",
        TITLE = "Adaptive image denoising using scale and space consistency",
        JOURNAL = IP,
        VOLUME = "11",
        YEAR = "2002",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1092-1101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24745"}

@article{bb26366,
        AUTHOR = "Jung, C.R. and Scharcanski, J.",
        TITLE = "Adaptive image denoising and edge enhancement in scale-space using the
wavelet transform",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "7",
        MONTH = "April",
        PAGES = "965-971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24746"}

@article{bb26367,
        AUTHOR = "Brandtberg, T. and McGraw, J.B. and Warner, T.A. and Landenberger, R.E.",
        TITLE = "Image restoration based on multiscale relationships of image structures",
        JOURNAL = GeoRS,
        VOLUME = "41",
        YEAR = "2003",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "102-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24747"}

@article{bb26368,
        AUTHOR = "Zhang, L. and Bao, P. and Wu, X.L.",
        TITLE = "Hybrid inter- and intra-wavelet scale image restoration",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1737-1746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24748"}

@article{bb26369,
        AUTHOR = "Robini, M.C. and Magnin, I.E.",
        TITLE = "Stochastic nonlinear image restoration using the wavelet transform",
        JOURNAL = IP,
        VOLUME = "12",
        YEAR = "2003",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "890-905",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24749"}

@inproceedings{bb26370,
        AUTHOR = "Robini, M.C. and Magnin, I.E.",
        TITLE = "Simulated annealing based shift-variant image restoration using the
multiresolution wavelet transform",
        BOOKTITLE = ICIP98,
        YEAR = "1998",
        PAGES = "I: 560-564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24750"}

@article{bb26371,
        AUTHOR = "Robini, M.C. and Magnin, I.E.",
        TITLE = "Optimization By Stochastic Continuation",
        JOURNAL = SIIMS,
        VOLUME = "3",
        YEAR = "2010",
        NUMBER = "4",
        PAGES = "1096-1121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24751"}

@article{bb26372,
        AUTHOR = "Johnson, J.K. and Willsky, A.S.",
        TITLE = "A Recursive Model-Reduction Method for Approximate Inference in
Gaussian Markov Random Fields",
        JOURNAL = IP,
        VOLUME = "17",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "70-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24752"}

@article{bb26373,
        AUTHOR = "Ham, B. and Min, D.B. and Sohn, K.H.",
        TITLE = "Robust Scale-Space Filter Using Second-Order Partial Differential
Equations",
        JOURNAL = IP,
        VOLUME = "21",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3937-3951",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24753"}

@article{bb26374,
        AUTHOR = "Zhang, L.B. and Chen, J. and Zhu, T.",
        TITLE = "Image denoising based on iterative generalized cross-validation and
fast translation invariant",
        JOURNAL = JVCIR,
        VOLUME = "28",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "1-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24754"}

@article{bb26375,
        AUTHOR = "Zhao, X. and Zhao, C. and Hu, X.T. and Zhang, H.L. and Tai, Y. and Yang, J.",
        TITLE = "Learning multi-scale spatial-frequency features for image denoising",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24755"}

@inproceedings{bb26376,
        AUTHOR = "Bao, L. and Yang, Z. and Wang, S. and Bai, D. and Lee, J.",
        TITLE = "Real Image Denoising Based on Multi-Scale Residual Dense Block and
Cascaded U-Net with Block-Connection",
        BOOKTITLE = NTIRE20,
        YEAR = "2020",
        PAGES = "1823-1831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24756"}

@inproceedings{bb26377,
        AUTHOR = "Burger, H.C. and Harmeling, S.",
        TITLE = "Improving Denoising Algorithms via a Multi-scale Meta-procedure",
        BOOKTITLE = DAGM11,
        YEAR = "2011",
        PAGES = "206-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24757"}

@article{bb26378,
        AUTHOR = "Wang, X.Y. and Zhao, L. and Niu, P.P. and Fu, Z.K.",
        TITLE = "Image Denoising Using Gaussian Scale Mixtures with Gaussian-Hermite PDF
in Steerable Pyramid Domain",
        JOURNAL = JMIV,
        VOLUME = "39",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "245-258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24758"}

@inproceedings{bb26379,
        AUTHOR = "Park, J.H. and Kien, N.T. and Lee, G.S.",
        TITLE = "Noise Removal and Restoration Using Voting-Based Analysis and Image
Segmentation Based on Statistical Models",
        BOOKTITLE = EMMCVPR07,
        YEAR = "2007",
        PAGES = "242-252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24759"}

@inproceedings{bb26380,
        AUTHOR = "Azzabou, N. and Paragios, N. and Guichard, F. and Cao, F.",
        TITLE = "Variable Bandwidth Image Denoising Using Image-based Noise Models",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24760"}

@inproceedings{bb26381,
        AUTHOR = "Gong, M.L.",
        TITLE = "Images Restoration Using an Iterative Dynamic Programming Approach",
        BOOKTITLE = CRV07,
        YEAR = "2007",
        PAGES = "395-402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24761"}

@inproceedings{bb26382,
        AUTHOR = "Yap, K.",
        TITLE = "Image Restoration Based on Hierarchical Cluster Model with Evolutionary
Optimization",
        BOOKTITLE = ICIP99,
        YEAR = "1999",
        PAGES = "I:189-193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24762"}

@inproceedings{bb26383,
        AUTHOR = "Asano, A. and Yokozeki, S.",
        TITLE = "Multiresolution Pattern Spectrum and Its Application to Optimization
of Nonlinear Filter",
        BOOKTITLE = ICIP96,
        YEAR = "1996",
        PAGES = "I: 387-390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126.html#TT24763"}

@article{bb26384,
        AUTHOR = "Philip, J.",
        TITLE = "Restoration of Pictures by Quadratic Programming and by
Fourier Transform in the Complex Domain",
        JOURNAL = PIEEE,
        VOLUME = "61",
        YEAR = "1973",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "468-469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24764"}

@inproceedings{bb26385,
        AUTHOR = "Philip, J.",
        TITLE = "Digital Image and Spectrum Restoration by Quadratic Programming and
by Modified Fourier Transformation",
        BOOKTITLE = PAMI,
        VOLUME = "1",
        YEAR = "1979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24765"}

@article{bb26386,
        AUTHOR = "Munson, D.C. and Sanz, J.L.C.",
        TITLE = "Image Reconstruction from Frequency-Offset Fourier Data",
        JOURNAL = PIEEE,
        VOLUME = "72",
        YEAR = "1984",
        PAGES = "661-669",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24766"}

@article{bb26387,
        AUTHOR = "Lee, J.A.C. and Munson, D.C.",
        TITLE = "Spatially Variant Apodization for Image Reconstruction from Partial
Fourier Data",
        JOURNAL = IP,
        VOLUME = "9",
        YEAR = "2000",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1914-1925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24767"}

@article{bb26388,
        AUTHOR = "Pakhomov, A.A.",
        TITLE = "Optimization of an Image Restoration Algorithm from Its
Fourier Spectrum Phase",
        JOURNAL = OptEng,
        VOLUME = "35",
        YEAR = "1996",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1044-1045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24768"}

@article{bb26389,
        AUTHOR = "Kutay, M.A. and Ozaktas, H.M.",
        TITLE = "Optimal Image-Restoration with the Fractional Fourier-Transform",
        JOURNAL = JOSA-A,
        VOLUME = "15",
        YEAR = "1998",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "825-833",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24769"}

@article{bb26390,
        AUTHOR = "Ye, J.C. and Bresler, Y. and Moulin, P.",
        TITLE = "A Self-Referencing Level-Set Method for Image Reconstruction from
Sparse Fourier Samples",
        JOURNAL = IJCV,
        VOLUME = "50",
        YEAR = "2002",
        NUMBER = "3",
        MONTH = "December",
        PAGES = "253-270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24770"}

@inproceedings{bb26391,
        AUTHOR = "Moulin, P. and Bresler, Y. and Ye, J.C.",
        TITLE = "A Self-Referencing Level-Set Method for Image Reconstruction from
Sparse Fourier Samples",
        BOOKTITLE = ICIP01,
        YEAR = "2001",
        PAGES = "II: 33-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24770"}

@inproceedings{bb26392,
        AUTHOR = "Moulin, P. and Bresler, Y. and Ye, J.C.",
        TITLE = "A Self-Referencing Level-Set Method for Image Reconstruction from
Sparse Fourier Samples",
        BOOKTITLE = LevelSet01,
        YEAR = "2001",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24770"}

@article{bb26393,
        AUTHOR = "Al Hudhud, G.A. and Turner, M.",
        TITLE = "Digital Removal of Power Frequency Artifacts Using a Fourier Space
Median Filter",
        JOURNAL = SPLetters,
        VOLUME = "12",
        YEAR = "2005",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "573-576",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24771"}

@article{bb26394,
        AUTHOR = "Flandrin, P.",
        TITLE = "Time-Frequency Filtering Based on Spectrogram Zeros",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2137-2141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24772"}

@article{bb26395,
        AUTHOR = "Hosotani, F. and Inuzuka, Y. and Hasegawa, M. and Hirobayashi, S. and Misawa, T.",
        TITLE = "Image Denoising With Edge-Preserving and Segmentation Based on Mask
NHA",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "6025-6033",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24773"}

@article{bb26396,
        AUTHOR = "Ghosh, S. and Nair, P. and Chaudhury, K.N.",
        TITLE = "Optimized Fourier Bilateral Filtering",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1555-1559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24774"}

@article{bb26397,
        AUTHOR = "Nair, P. and Chaudhury, K.N.",
        TITLE = "Fast High-Dimensional Bilateral and Nonlocal Means Filtering",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1470-1481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24775"}

@article{bb26398,
        AUTHOR = "Gopal, P. and Svalbe, I.",
        TITLE = "Spatial domain morphological filtering for interpolation of the
Fourier domain",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "107-113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24776"}

@article{bb26399,
        AUTHOR = "Liu, H. and Liu, J.H. and Tan, S. and Lam, E.Y.",
        TITLE = "Image Restoration Learning via Noisy Supervision in Fourier Domain",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "6432-6445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc127.html#TT24777"}

Last update:Aug 19, 2026 at 13:26:35