@inproceedings{bb25800,
        AUTHOR = "Liang, Y.W. and Wang, L. and Wang, J.F. and Luo, Y.",
        TITLE = "Attentive Deep K-SVD Network for Patch Correlated Image Denoising",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1490-1494",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24182"}

@inproceedings{bb25801,
        AUTHOR = "Wang, Z.C. and Fu, Y. and Liu, J. and Zhang, Y.",
        TITLE = "LG-BPN: Local and Global Blind-Patch Network for Self-Supervised
Real-World Denoising",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "18156-18165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24183"}

@inproceedings{bb25802,
        AUTHOR = "Dutta, S. and Basarab, A. and Georgeot, B. and Kouame, D.",
        TITLE = "Deep Unfolding of Image Denoising by Quantum Interactive Patches",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "491-495",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24184"}

@inproceedings{bb25803,
        AUTHOR = "Bodduna, K. and Weickert, J.",
        TITLE = "Enhancing Patch-Based Methods with Inter-Frame Connectivity for
Denoising Multi-Frame Images",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2414-2418",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24185"}

@inproceedings{bb25804,
        AUTHOR = "Lu, S.",
        TITLE = "Good Similar Patches for Image Denoising",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1886-1895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24186"}

@inproceedings{bb25805,
        AUTHOR = "Kwak, N. and Yoo, J. and Lee, S.H.",
        TITLE = "Image Restoration by Estimating Frequency Distribution of Local
Patches",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "6684-6692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24187"}

@inproceedings{bb25806,
        AUTHOR = "Ren, Z.H. and Dai, P. and Liu, S.C. and Zhu, S.Y. and Zeng, B.",
        TITLE = "Coding Trajectory: Enable Video Coding for Video Denoising",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3224-3228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24188"}

@inproceedings{bb25807,
        AUTHOR = "Arias, P. and Facciolo, G. and Morel, J.M.",
        TITLE = "A Comparison of Patch-Based Models in Video Denoising",
        BOOKTITLE = IVMSP18,
        YEAR = "2018",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24189"}

@inproceedings{bb25808,
        AUTHOR = "Wang, Y. and Cho, S.H. and Wang, J. and Chang, S.F.",
        TITLE = "Discriminative Indexing for Probabilistic Image Patch Priors",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "IV: 200-214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24190"}

@inproceedings{bb25809,
        AUTHOR = "de Smet, V. and Namboodiri, V.P. and Van Gool, L.J.",
        TITLE = "Nonuniform image patch exemplars for low level vision",
        BOOKTITLE = WACV13,
        YEAR = "2013",
        PAGES = "23-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24191"}

@inproceedings{bb25810,
        AUTHOR = "Pierazzo, N. and Rais, M.",
        TITLE = "Boosting 'shotgun denoising' by patch normalization",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "1115-1119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24192"}

@inproceedings{bb25811,
        AUTHOR = "Zontak, M. and Mosseri, I. and Irani, M.",
        TITLE = "Separating Signal from Noise Using Patch Recurrence across Scales",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1195-1202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24193"}

@inproceedings{bb25812,
        AUTHOR = "Jia, C. and Evans, B.L.",
        TITLE = "Patch-based image deconvolution via joint modeling of sparse priors",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "681-684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24194"}

@inproceedings{bb25813,
        AUTHOR = "Do, Q.B. and Beghdadi, A. and Luong, M.",
        TITLE = "Image denoising using Bilateral filter in high dimensional patch-space",
        BOOKTITLE = EUVIP11,
        YEAR = "2011",
        PAGES = "36-41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24195"}

@inproceedings{bb25814,
        AUTHOR = "Do, Q.B. and Beghdadi, A. and Luong, M.",
        TITLE = "Image Denoising Using Bilateral Filter in High Dimensional PCA-Space",
        BOOKTITLE = CAIP11,
        YEAR = "2011",
        PAGES = "II: 372-379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24196"}

@inproceedings{bb25815,
        AUTHOR = "Angelino, C.V. and Debreuve, E. and Barlaud, M.",
        TITLE = "Patch confidence k-nearest neighbors denoising",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1129-1132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24197"}

@inproceedings{bb25816,
        AUTHOR = "Angelino, C.V. and Debreuve, E. and Barlaud, M.",
        TITLE = "Image restoration using a kNN-variant of the mean-shift",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "573-576",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24198"}

@inproceedings{bb25817,
        AUTHOR = "Salmon, J. and Le Pennec, E.",
        TITLE = "NL-Means and aggregation procedures",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "2977-2980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125pb1.html#TT24199"}

@article{bb25818,
        AUTHOR = "Schafer, R.W. and Mersereau, R.M. and Richards, M.A.",
        TITLE = "Constrained Iterative Restoration Algorithms",
        JOURNAL = PIEEE,
        VOLUME = "69",
        YEAR = "1981",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "432-450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24200"}

@article{bb25819,
        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#TT24201"}

@article{bb25820,
        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#TT24202"}

@article{bb25821,
        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#TT24203"}

@article{bb25822,
        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#TT24204"}

@book{bb25823,
        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#TT24205"}

@article{bb25824,
        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#TT24206"}

@article{bb25825,
        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#TT24207"}

@article{bb25826,
        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#TT24208"}

@article{bb25827,
        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#TT24209"}

@article{bb25828,
        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#TT24210"}

@article{bb25829,
        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#TT24211"}

@article{bb25830,
        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#TT24212"}

@article{bb25831,
        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#TT24213"}

@article{bb25832,
        AUTHOR = "Sroubek, F. and Flusser, J.",
        TITLE = "Multichannel blind iterative image restoration",
        JOURNAL = IP,
        VOLUME = "12",
        YEAR = "2003",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1094-1106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24214"}

@article{bb25833,
        AUTHOR = "Sroubek, F. and Flusser, J.",
        TITLE = "Multichannel Blind Deconvolution of Spatially Misaligned Images",
        JOURNAL = IP,
        VOLUME = "14",
        YEAR = "2005",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "874-883",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24215"}

@article{bb25834,
        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#TT24216"}

@article{bb25835,
        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#TT24217"}

@article{bb25836,
        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#TT24218"}

@article{bb25837,
        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#TT24219"}

@inproceedings{bb25838,
        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#TT24220"}

@article{bb25839,
        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#TT24221"}

@article{bb25840,
        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#TT24222"}

@article{bb25841,
        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#TT24223"}

@article{bb25842,
        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#TT24224"}

@article{bb25843,
        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#TT24225"}

@article{bb25844,
        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#TT24226"}

@article{bb25845,
        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#TT24227"}

@article{bb25846,
        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#TT24228"}

@article{bb25847,
        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#TT24229"}

@inproceedings{bb25848,
        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#TT24230"}

@inproceedings{bb25849,
        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#TT24231"}

@inproceedings{bb25850,
        AUTHOR = "Gomo, P.",
        TITLE = "PageRank Image Denoising",
        BOOKTITLE = ICIAR10,
        YEAR = "2010",
        PAGES = "I: 1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc125.html#TT24232"}

@inproceedings{bb25851,
        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#TT24233"}

@inproceedings{bb25852,
        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#TT24234"}

@article{bb25853,
        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#TT24235"}

@inproceedings{bb25854,
        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#TT24236"}

@article{bb25855,
        AUTHOR = "Zhang, B. and Shirazi, M.N. and Noda, H.",
        TITLE = "Blind Restoration of Degraded Binary Markov Random-Field Images",
        JOURNAL = GMIP,
        VOLUME = "58",
        YEAR = "1996",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "90-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc126mrfre1.html#TT24237"}

@article{bb25856,
        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#TT24238"}

@inproceedings{bb25857,
        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#TT24239"}

@article{bb25858,
        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#TT24240"}

@article{bb25859,
        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#TT24241"}

@article{bb25860,
        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#TT24242"}

@inproceedings{bb25861,
        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#TT24243"}

@inproceedings{bb25862,
        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#TT24244"}

@article{bb25863,
        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#TT24245"}

@article{bb25864,
        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#TT24246"}

@inproceedings{bb25865,
        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#TT24247"}

@article{bb25866,
        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#TT24248"}

@article{bb25867,
        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#TT24249"}

@article{bb25868,
        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#TT24250"}

@article{bb25869,
        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#TT24251"}

@inproceedings{bb25870,
        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#TT24252"}

@article{bb25871,
        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#TT24253"}

@article{bb25872,
        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#TT24254"}

@inproceedings{bb25873,
        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#TT24255"}

@article{bb25874,
        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#TT24256"}

@inproceedings{bb25875,
        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#TT24257"}

@inproceedings{bb25876,
        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#TT24258"}

@inproceedings{bb25877,
        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#TT24259"}

@inproceedings{bb25878,
        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#TT24260"}

@inproceedings{bb25879,
        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#TT24261"}

@article{bb25880,
        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#TT24262"}

@inproceedings{bb25881,
        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#TT24263"}

@article{bb25882,
        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#TT24264"}

@inproceedings{bb25883,
        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#TT24265"}

@article{bb25884,
        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#TT24266"}

@article{bb25885,
        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#TT24267"}

@article{bb25886,
        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#TT24268"}

@article{bb25887,
        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#TT24269"}

@article{bb25888,
        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#TT24270"}

@article{bb25889,
        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#TT24271"}

@article{bb25890,
        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#TT24272"}

@article{bb25891,
        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#TT24273"}

@inproceedings{bb25892,
        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#TT24274"}

@article{bb25893,
        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#TT24275"}

@article{bb25894,
        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#TT24276"}

@article{bb25895,
        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#TT24277"}

@article{bb25896,
        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#TT24278"}

@article{bb25897,
        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#TT24279"}

@inproceedings{bb25898,
        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#TT24280"}

@inproceedings{bb25899,
        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#TT24281"}

Last update:Feb 26, 2026 at 10:58:24