@article{bb53100,
        AUTHOR = "Wang, L. and Liu, J. and Li, S.Z.",
        TITLE = "MRF parameter estimation by MCMC method",
        JOURNAL = PR,
        VOLUME = "33",
        YEAR = "2000",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1919-1925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51204"}

@article{bb53101,
        AUTHOR = "Huang, K.C. and Tung, S.L. and Juang, Y.T.",
        TITLE = "Application of the variance compensation likelihood measure for robust
hidden Markov model in noise",
        JOURNAL = PRL,
        VOLUME = "22",
        YEAR = "2001",
        NUMBER = "3-4",
        MONTH = "March",
        PAGES = "353-358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51205"}

@article{bb53102,
        AUTHOR = "Cai, J.H. and Liu, Z.Q.",
        TITLE = "Hidden Markov Models with Spectral Features for 2D Shape Recognition",
        JOURNAL = PAMI,
        VOLUME = "23",
        YEAR = "2001",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1454-1458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51206"}

@article{bb53103,
        AUTHOR = "Cai, J.H. and Liu, Z.Q.",
        TITLE = "Pattern recognition using Markov random field models",
        JOURNAL = PR,
        VOLUME = "35",
        YEAR = "2002",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "725-733",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51207"}

@article{bb53104,
        AUTHOR = "Cai, J.H. and Liu, Z.Q.",
        TITLE = "Markov Process In Pattern Recognition",
        JOURNAL = IJIG,
        VOLUME = "1",
        YEAR = "2001",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "287-311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51208"}

@article{bb53105,
        AUTHOR = "Bui, H. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Policy recognition in the abstract hidden markov model",
        JOURNAL = JAIR,
        VOLUME = "17",
        YEAR = "2002",
        PAGES = "451-499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51209"}

@article{bb53106,
        AUTHOR = "Stan, S. and Palubinskas, G. and Datcu, M.",
        TITLE = "Bayesian selection of the neighbourhood order for Gauss-Markov texture
models",
        JOURNAL = PRL,
        VOLUME = "23",
        YEAR = "2002",
        NUMBER = "10",
        MONTH = "August",
        PAGES = "1229-1238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51210"}

@article{bb53107,
        AUTHOR = "Yu, Y.H. and Cheng, Q.S.",
        TITLE = "MRF parameter estimation by an accelerated method",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "9-10",
        MONTH = "June",
        PAGES = "1251-1259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51211"}

@article{bb53108,
        AUTHOR = "Ferraiuolo, G. and Pascazio, V.",
        TITLE = "The effect of modified markov random fields on the local minima
occurrence in microwave imaging",
        JOURNAL = GeoRS,
        VOLUME = "41",
        YEAR = "2003",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1043-1055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51212"}

@article{bb53109,
        AUTHOR = "Ibanez, M.V. and Simo, A.",
        TITLE = "Parameter estimation in Markov random field image modeling with
imperfect observations. A comparative study",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "2377-2389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51213"}

@article{bb53110,
        AUTHOR = "Marroquin, J.L. and Santana, E.A. and Botello, S.",
        TITLE = "Hidden Markov measure field models for image segmentation",
        JOURNAL = PAMI,
        VOLUME = "25",
        YEAR = "2003",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1380-1387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51214"}

@article{bb53111,
        AUTHOR = "Rivera, M. and Ocegueda, O. and Marroquin, J.L.",
        TITLE = "Entropy-Controlled Quadratic Markov Measure Field Models for Efficient
Image Segmentation",
        JOURNAL = IP,
        VOLUME = "16",
        YEAR = "2007",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3047-3057",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51215"}

@inproceedings{bb53112,
        AUTHOR = "Marroquin, J.L. and Santana, E.A. and Botello, S.",
        TITLE = "Markov random measure fields for image analysis",
        BOOKTITLE = ICIP02,
        YEAR = "2002",
        PAGES = "I: 765-768",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51216"}

@article{bb53113,
        AUTHOR = "Li, F. and Peng, J.X.",
        TITLE = "Double random field models for remote sensing image segmentation",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "129-139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51217"}

@article{bb53114,
        AUTHOR = "Paget, R.",
        TITLE = "Strong Markov Random Field Model",
        JOURNAL = PAMI,
        VOLUME = "26",
        YEAR = "2004",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "408-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51218"}

@article{bb53115,
        AUTHOR = "Deng, H. and Clausi, D.A.",
        TITLE = "Gaussian MRF Rotation-Invariant Features for Image Classification",
        JOURNAL = PAMI,
        VOLUME = "26",
        YEAR = "2004",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "951-955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51219"}

@inproceedings{bb53116,
        AUTHOR = "Deng, H. and Clausi, D.A.",
        TITLE = "Advanced gaussian MRF rotation-invariant texture features for
classification of remote sensing imagery",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "II: 685-690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51220"}

@article{bb53117,
        AUTHOR = "Sarkar, A. and Banerjee, A. and Banerjee, N. and Brahma, S. and Kartikeyan, B. and Chakraborty, M. and Majumder, K.L.",
        TITLE = "Landcover Classification in MRF Context Using Dempster-Shafer Fusion
for Multisensor Imagery",
        JOURNAL = IP,
        VOLUME = "14",
        YEAR = "2005",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "634-645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51221"}

@inproceedings{bb53118,
        AUTHOR = "Sarkar, A. and Banerjee, N. and Nair, P. and Banerjee, A. and Brahma, S. and Kartikeyan, B. and Majumder, K.L.",
        TITLE = "A MRF Based Segmentatiom Approach to Classification Using Dempster
Shafer Fusion for Multisensor Imagery",
        BOOKTITLE = ICIAR04,
        YEAR = "2004",
        PAGES = "II: 421-428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51222"}

@article{bb53119,
        AUTHOR = "Li, Y.J.",
        TITLE = "Hidden Markov models with states depending on observations",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "977-984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51223"}

@article{bb53120,
        AUTHOR = "Destrempes, F. and Mignotte, M. and Angers, J.F.",
        TITLE = "A stochastic method for Bayesian estimation of hidden Markov random
field models with application to a color model",
        JOURNAL = IP,
        VOLUME = "14",
        YEAR = "2005",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1096-1108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51224"}

@article{bb53121,
        AUTHOR = "Destrempes, F. and Angers, J.F. and Mignotte, M.",
        TITLE = "Fusion of Hidden Markov Random Field Models and Its Bayesian Estimation",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2920-2935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51225"}

@article{bb53122,
        AUTHOR = "Chen, L. and Man, H.",
        TITLE = "Fast Schemes for Computing Similarities between Gaussian HMMs and Their
Applications in Texture Image Classification",
        JOURNAL = JASP,
        VOLUME = "2005",
        YEAR = "2005",
        NUMBER = "13",
        PAGES = "1984-1993",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51226"}

@article{bb53123,
        AUTHOR = "Bicego, M. and Murino, V. and Figueiredo, M.A.T.",
        TITLE = "A sequential pruning strategy for the selection of the number of states
in hidden Markov models",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "9-10",
        MONTH = "June",
        PAGES = "1395-1407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51227"}

@inproceedings{bb53124,
        AUTHOR = "Bicego, M. and Dovier, A. and Murino, V.",
        TITLE = "Designing the Minimal Structure of Hidden Markov Model by Bisimulation",
        BOOKTITLE = EMMCVPR01,
        YEAR = "2001",
        PAGES = "75-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51228"}

@inproceedings{bb53125,
        AUTHOR = "Bicego, M. and Cristani, M. and Murino, V.",
        TITLE = "Sparseness Achievement in Hidden Markov Models",
        BOOKTITLE = CIAP07,
        YEAR = "2007",
        PAGES = "67-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51229"}

@article{bb53126,
        AUTHOR = "Joshi, D. and Li, J. and Wang, J.Z.",
        TITLE = "A Computationally Efficient Approach to the Estimation of Two- and
Three-Dimensional Hidden Markov Models",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1871-1886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51230"}

@inproceedings{bb53127,
        AUTHOR = "Joshi, D. and Li, J. and Wang, J.Z.",
        TITLE = "Parameter Estimation of Multi-Dimensional Hidden Markov Models:
A Scalable Approach",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "III: 149-152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51231"}

@inproceedings{bb53128,
        AUTHOR = "Li, J. and Joshi, D. and Wang, J.Z.",
        TITLE = "Stochastic modeling of volume images with a 3-d hidden markov model",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "IV: 2359-2362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51232"}

@article{bb53129,
        AUTHOR = "Ichir, M.M. and Mohammad Djafari, A.",
        TITLE = "Hidden Markov Models for Wavelet-Based Blind Source Separation",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1887-1899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51233"}

@article{bb53130,
        AUTHOR = "Caputo, B.",
        TITLE = "A spin glass model of a Markov random field",
        JOURNAL = IJIST,
        VOLUME = "16",
        YEAR = "2006",
        NUMBER = "5",
        PAGES = "181-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51234"}

@inproceedings{bb53131,
        AUTHOR = "Caputo, B. and Bouattour, S. and Niemann, H.",
        TITLE = "Robust appearance-based object recognition using a fully connected
Markov random field",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "III: 565-568",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51235"}

@inproceedings{bb53132,
        AUTHOR = "Caputo, B. and Bouattour, S. and Paulus, D.",
        TITLE = "A Novel Probabilistic Model for 3-D Object Recognition:
Spin-Glass Markov Random Fields",
        BOOKTITLE = VMV01,
        YEAR = "2001",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51236"}

@inproceedings{bb53133,
        AUTHOR = "Caputo, B. and Niemann, H.",
        TITLE = "To each according to its need: kernel class specific classifiers",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "IV: 94-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51237"}

@inproceedings{bb53134,
        AUTHOR = "Wallraven, C. and Caputo, B. and Graf, A.",
        TITLE = "Recognition with local features: the kernel recipe",
        BOOKTITLE = ICCV03,
        YEAR = "2003",
        PAGES = "257-264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51238"}

@inproceedings{bb53135,
        AUTHOR = "Caputo, B. and Niemann, H.",
        TITLE = "From Markov Random Fields to Associative Memories and Back:
Spin Glass Markov Random Fields",
        BOOKTITLE = SCTV01,
        YEAR = "2001",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51239"}

@article{bb53136,
        AUTHOR = "Ceccarelli, M.",
        TITLE = "A Finite Markov Random Field approach to fast edge-preserving image
recovery",
        JOURNAL = IVC,
        VOLUME = "25",
        YEAR = "2007",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "792-804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51240"}

@inproceedings{bb53137,
        AUTHOR = "Ceccarelli, M.",
        TITLE = "Fast Edge Preserving Picture Recovery by Finite Markov Random Fields",
        BOOKTITLE = CIAP05,
        YEAR = "2005",
        PAGES = "277-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51241"}

@inproceedings{bb53138,
        AUTHOR = "Antoniol, G. and Ceccarelli, M.",
        TITLE = "A Markov random field approach to microarray image gridding",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 550-553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51242"}

@article{bb53139,
        AUTHOR = "Blanchet, J. and Forbes, F.B.P.",
        TITLE = "Triplet Markov Fields for the Classification of Complex Structure Data",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1055-1067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51243"}

@inproceedings{bb53140,
        AUTHOR = "Blanchet, J. and Forbes, F.B.P. and Schmid, C.",
        TITLE = "Markov random fields for textures recognition with local invariant
regions and their geometric relationships",
        BOOKTITLE = BMVC05,
        YEAR = "2005",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51244"}

@article{bb53141,
        AUTHOR = "Hauberg, S. and Sloth, J.",
        TITLE = "An Efficient Algorithm for Modelling Duration in Hidden Markov Models,
with a Dramatic Application",
        JOURNAL = JMIV,
        VOLUME = "31",
        YEAR = "2008",
        NUMBER = "2-3",
        MONTH = "July",
        PAGES = "165-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51245"}

@article{bb53142,
        AUTHOR = "Xue, J.H. and Titterington, D.M.",
        TITLE = "Short note on two output-dependent hidden Markov models",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1424-1426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51246"}

@article{bb53143,
        AUTHOR = "Roth, S. and Black, M.J.",
        TITLE = "Fields of Experts",
        JOURNAL = IJCV,
        VOLUME = "82",
        YEAR = "2009",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51247"}

@inproceedings{bb53144,
        AUTHOR = "Roth, S. and Black, M.J.",
        TITLE = "Steerable Random Fields",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51248"}

@inproceedings{bb53145,
        AUTHOR = "Roth, S. and Black, M.J.",
        TITLE = "Fields of Experts: A Framework for Learning Image Priors",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "II: 860-867",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51249"}

@inproceedings{bb53146,
        AUTHOR = "Schelten, K. and Roth, S.",
        TITLE = "Connecting non-quadratic variational models and MRFs",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2641-2648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51250"}

@article{bb53147,
        AUTHOR = "Razlighi, Q.R. and Kehtarnavaz, N. and Nosratinia, A.",
        TITLE = "Computation of Image Spatial Entropy Using Quadrilateral Markov Random
Field",
        JOURNAL = IP,
        VOLUME = "18",
        YEAR = "2009",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2629-2639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51251"}

@article{bb53148,
        AUTHOR = "Razlighi, Q.R. and Rahman, M.T. and Kehtarnavaz, N.",
        TITLE = "Fast computation methods for estimation of image spatial entropy",
        JOURNAL = RealTimeIP,
        VOLUME = "6",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "137-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51252"}

@article{bb53149,
        AUTHOR = "Kim, M.Y.",
        TITLE = "Large margin cost-sensitive learning of conditional random fields",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3683-3692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51253"}

@article{bb53150,
        AUTHOR = "Alahari, K. and Kohli, P. and Torr, P.H.S.",
        TITLE = "Dynamic Hybrid Algorithms for MAP Inference in Discrete MRFs",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1846-1857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51254"}

@inproceedings{bb53151,
        AUTHOR = "Alahari, K. and Kohli, P. and Torr, P.H.S.",
        TITLE = "Reduce, reuse & recycle: Efficiently solving multi-label MRFs",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51255"}

@inproceedings{bb53152,
        AUTHOR = "Ramalingam, S. and Kohli, P. and Alahari, K. and Torr, P.H.S.",
        TITLE = "Exact inference in multi-label CRFs with higher order cliques",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51256"}

@inproceedings{bb53153,
        AUTHOR = "Zach, C. and Kohli, P.",
        TITLE = "A Convex Discrete-Continuous Approach for Markov Random Fields",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "VI: 386-399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51257"}

@article{bb53154,
        AUTHOR = "Vacha, P. and Haindl, M. and Suk, T.",
        TITLE = "Colour and rotation invariant textural features based on Markov random
fields",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "6",
        MONTH = "April",
        PAGES = "771-779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51258"}

@article{bb53155,
        AUTHOR = "Chatzis, S.P. and Kosmopoulos, D.I. and Doliotis, P.",
        TITLE = "A conditional random field-based model for joint sequence segmentation
and classification",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1569-1578",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51259"}

@article{bb53156,
        AUTHOR = "Chatzis, S.P.",
        TITLE = "A Markov random field-regulated Pitma-Yor process prior for spatially
constrained data clustering",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1595-1603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51260"}

@article{bb53157,
        AUTHOR = "Wang, C.H. and Komodakis, N. and Paragios, N.",
        TITLE = "Markov Random Field modeling, inference & learning in computer
vision & image understanding: A survey",
        JOURNAL = CVIU,
        VOLUME = "117",
        YEAR = "2013",
        NUMBER = "11",
        PAGES = "1610-1627",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51261"}

@article{bb53158,
        AUTHOR = "Versteegen, R. and Gimel'farb, G.L. and Riddle, P.",
        TITLE = "Texture Modelling with Nested High-Order Markov-Gibbs Random Fields",
        JOURNAL = CVIU,
        VOLUME = "143",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "120-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51262"}

@inproceedings{bb53159,
        AUTHOR = "Versteegen, R. and Gimel'farb, G.L. and Riddle, P.",
        TITLE = "Markov-Gibbs Texture Modelling with Learnt Freeform Filters",
        BOOKTITLE = SSSPR16,
        YEAR = "2016",
        PAGES = "379-389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51263"}

@inproceedings{bb53160,
        AUTHOR = "Versteegen, R. and Gimel'farb, G.L. and Riddle, P.",
        TITLE = "Texture modelling with non-contiguous filters",
        BOOKTITLE = "ICVNZ15",
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51264"}

@inproceedings{bb53161,
        AUTHOR = "Versteegen, R. and Gimel'farb, G.L. and Riddle, P.",
        TITLE = "Learning generic third-order MGRF texture models",
        BOOKTITLE = IVCNZ13,
        YEAR = "2013",
        PAGES = "7-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51265"}

@article{bb53162,
        AUTHOR = "Liu, N. and Gimel'farb, G.L. and Delmas, P.",
        TITLE = "Learnable high-order MGRF models for contrast-invariant texture
recognition",
        JOURNAL = CVIU,
        VOLUME = "143",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "135-146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51266"}

@inproceedings{bb53163,
        AUTHOR = "Liu, N. and Gimel'farb, G.L. and Delmas, P.",
        TITLE = "Combined ternary patterns for texture recognition",
        BOOKTITLE = "ICVNZ15",
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51267"}

@inproceedings{bb53164,
        AUTHOR = "Liu, N. and Gimel'farb, G.L. and Delmas, P.",
        TITLE = "Learning High-Order Structures for Texture Retrieval",
        BOOKTITLE = GbRPR15,
        YEAR = "2015",
        PAGES = "365-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51268"}

@inproceedings{bb53165,
        AUTHOR = "Liu, N. and Gimel'farb, G.L. and Delmas, P.",
        TITLE = "Texture modelling with generic translation- and
contrast/offset-invariant 2nd-4th-order MGRFs",
        BOOKTITLE = IVCNZ13,
        YEAR = "2013",
        PAGES = "370-375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51269"}

@inproceedings{bb53166,
        AUTHOR = "Ali, A.M. and Farag, A.A. and Gimel'farb, G.L.",
        TITLE = "Analytical method for MGRF Potts model parameter estimation",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51270"}

@inproceedings{bb53167,
        AUTHOR = "Wang, C. and Herrmann, C. and Zabih, R.",
        TITLE = "A Discriminative View of MRF Pre-processing Algorithms",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5505-5514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51271"}

@inproceedings{bb53168,
        AUTHOR = "Zhao, H.X. and Comer, M.L. and de Graef, M.",
        TITLE = "A unified Markov random field/marked point process image model and
its application to computational materials",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "6101-6105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51272"}

@inproceedings{bb53169,
        AUTHOR = "Feng, S.W. and Itoh, Y. and Parente, M. and Duarte, M.F.",
        TITLE = "Tailoring non-homogeneous Markov chain wavelet models for
hyperspectral signature classification",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5167-5171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51273"}

@inproceedings{bb53170,
        AUTHOR = "Nizar, B. and Laugier, P.",
        TITLE = "Ultrasound tissue characterizationby generalized GAMMA MRF model",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2266-2270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51274"}

@inproceedings{bb53171,
        AUTHOR = "Simmons, J. and Przybyla, C. and Bricker, S. and Kim, D.W. and Comer, M.",
        TITLE = "Physics of MRF regularization for segmentation of materials
microstructure images",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "4882-4886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51275"}

@inproceedings{bb53172,
        AUTHOR = "Fix, A. and Agarwal, S.",
        TITLE = "Duality and the Continuous Graphical Model",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "III: 266-281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51276"}

@inproceedings{bb53173,
        AUTHOR = "Jiang, F. and Wang, X. and Zhao, D.B.",
        TITLE = "From relation between filter-based MRFs model and sparsity based
method to the pursuit of natural images space",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "93-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51277"}

@inproceedings{bb53174,
        AUTHOR = "Haindl, M. and Remes, V. and Havlicek, V.",
        TITLE = "Potts compound Markovian texture model",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "29-32",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51278"}

@inproceedings{bb53175,
        AUTHOR = "Fix, A. and Chen, J. and Boros, E. and Zabih, R.",
        TITLE = "Approximate MRF Inference Using Bounded Treewidth Subgraphs",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "I: 385-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51279"}

@inproceedings{bb53176,
        AUTHOR = "Gao, Q. and Roth, S.",
        TITLE = "How Well Do Filter-Based MRFs Model Natural Images?",
        BOOKTITLE = DAGM12,
        YEAR = "2012",
        PAGES = "62-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51280"}

@inproceedings{bb53177,
        AUTHOR = "Mei, T. and Zheng, L. and Zhong, S.",
        TITLE = "A Joint Pixel and Region Based Multiscale Markov Random Field for Image
Classification",
        BOOKTITLE = ISPRS12,
        YEAR = "2012",
        PAGES = "XXXIX-B3:237-242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51281"}

@article{bb53178,
        AUTHOR = "Welikanna, D.R. and Tamura, M. and Tolpekin, V.A. and Susaki, J. and Maki, M.",
        TITLE = "Improving Markov Random Field Based Super Resolution Mapping Through
Fuzzy Parameter Integration",
        JOURNAL = AnnalsPRS,
        VOLUME = "I-7",
        YEAR = "2012",
        NUMBER = " 2012",
        PAGES = "183-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51282"}

@inproceedings{bb53179,
        AUTHOR = "Lin, D. and Fisher, J.W.",
        TITLE = "Manifold guided composite of Markov random fields for image modeling",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2176-2183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51283"}

@inproceedings{bb53180,
        AUTHOR = "Lin, D. and Fisher, J.W.",
        TITLE = "Low level vision via switchable Markov random fields",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2432-2439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51284"}

@inproceedings{bb53181,
        AUTHOR = "Colonnese, S. and Rinauro, S. and Scarano, G.",
        TITLE = "Markov Random Fields using complex line process:
An application to Bayesian image restoration",
        BOOKTITLE = EUVIP11,
        YEAR = "2011",
        PAGES = "30-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51285"}

@inproceedings{bb53182,
        AUTHOR = "Schoenemann, T.",
        TITLE = "Minimizing Count-Based High Order Terms in Markov Random Fields",
        BOOKTITLE = EMMCVPR11,
        YEAR = "2011",
        PAGES = "17-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51286"}

@inproceedings{bb53183,
        AUTHOR = "Tsuboi, Y. and Kashima, H.",
        TITLE = "A new objective function for sequence labeling",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51287"}

@inproceedings{bb53184,
        AUTHOR = "Zhou, H.B. and Zheng, Z.M.",
        TITLE = "Generalized criteria for uniqueness of Gibbs measures",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51288"}

@inproceedings{bb53185,
        AUTHOR = "He, C. and Ahonen, T. and Pietikainen, M.",
        TITLE = "A Bayesian Local Binary Pattern texture descriptor",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51289"}

@inproceedings{bb53186,
        AUTHOR = "Sargin, M.E. and Altinok, A. and Rose, K. and Manjunath, B.S.",
        TITLE = "Conditional iterative decoding of Two Dimensional Hidden Markov Models",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "2552-2555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51290"}

@inproceedings{bb53187,
        AUTHOR = "Poon, H.F. and Domingos, P.",
        TITLE = "Sum-product networks: A new deep architecture",
        BOOKTITLE = SIG11,
        YEAR = "2011",
        PAGES = "689-690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51291"}

@inproceedings{bb53188,
        AUTHOR = "Domingos, P. and Kok, S. and Lowd, D. and Poon, H.F. and Richardson, M. and Singla, P. and Sumner, M. and Wang, J.",
        TITLE = "Markov Logic: A Unifying Language for Structural and Statistical
Pattern Recognition",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "3",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51292"}

@inproceedings{bb53189,
        AUTHOR = "Gu, L. and Xing, E.P. and Kanade, T.",
        TITLE = "Learning GMRF Structures for Spatial Priors",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51293"}

@inproceedings{bb53190,
        AUTHOR = "Verbeek, J. and Triggs, B.",
        TITLE = "Region Classification with Markov Field Aspect Models",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51294"}

@inproceedings{bb53191,
        AUTHOR = "Kuruoglu, E.E. and Tonazzini, A. and Bianchi, L.",
        TITLE = "Source separation in noisy astrophysical images modelled by markov
random fields",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "IV: 2701-2704",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51295"}

@inproceedings{bb53192,
        AUTHOR = "Pichler, A. and Fisher, R.B. and Vincze, M.",
        TITLE = "Decomposition of range images using markov random fields",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "II: 1205-1208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51296"}

@inproceedings{bb53193,
        AUTHOR = "Liu, Z.Q. and Chen, H. and Shum, H.Y.",
        TITLE = "An efficient approach to learning inhomogeneous Gibbs model",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "I: 425-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51297"}

@inproceedings{bb53194,
        AUTHOR = "Collet, C. and Louys, M. and Oberto, A. and Bot, C.",
        TITLE = "Markov model for multispectral image analysis: application to small
magellanic cloud segmentation",
        BOOKTITLE = ICIP03,
        YEAR = "2003",
        PAGES = "I: 953-956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51298"}

@inproceedings{bb53195,
        AUTHOR = "Mertins, A. and Jamart, O.",
        TITLE = "Decoding of images using soft-bits and Markov random field modeling",
        BOOKTITLE = ICIP02,
        YEAR = "2002",
        PAGES = "I: 241-244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51299"}

@inproceedings{bb53196,
        AUTHOR = "Kim, J. and Zabih, R.",
        TITLE = "Factorial Markov Random Fields",
        BOOKTITLE = ECCV02,
        YEAR = "2002",
        PAGES = "III: 321 ff.",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51300"}

@inproceedings{bb53197,
        AUTHOR = "Costen, N.P. and Cootes, T.F. and Taylor, C.J.",
        TITLE = "Markov fields for recognition derived from facial texture error",
        BOOKTITLE = BMVC01,
        YEAR = "2001",
        PAGES = "Poster Session 2. and Demonstrations",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51301"}

@inproceedings{bb53198,
        AUTHOR = "Salles, E. and Lee, L.",
        TITLE = "Texture Classification by Means of HMM Modeling of AM-FM Features",
        BOOKTITLE = ICIP01,
        YEAR = "2001",
        PAGES = "III: 182-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51302"}

@inproceedings{bb53199,
        AUTHOR = "Muller, S. and Wallhoff, F. and Rigoll, G.",
        TITLE = "Retrieval of Overlapping and Touching Objects Using Hidden Markov
Models",
        BOOKTITLE = ICIP01,
        YEAR = "2001",
        PAGES = "II: 761-764",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT51303"}

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