@inproceedings{bb48500,
        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#TT46748"}

@article{bb48501,
        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#TT46749"}

@inproceedings{bb48502,
        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#TT46750"}

@inproceedings{bb48503,
        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#TT46751"}

@article{bb48504,
        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#TT46752"}

@article{bb48505,
        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#TT46753"}

@inproceedings{bb48506,
        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#TT46754"}

@inproceedings{bb48507,
        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#TT46755"}

@inproceedings{bb48508,
        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#TT46756"}

@inproceedings{bb48509,
        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#TT46757"}

@inproceedings{bb48510,
        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#TT46758"}

@article{bb48511,
        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#TT46759"}

@inproceedings{bb48512,
        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#TT46760"}

@inproceedings{bb48513,
        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#TT46761"}

@article{bb48514,
        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#TT46762"}

@inproceedings{bb48515,
        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#TT46763"}

@article{bb48516,
        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#TT46764"}

@article{bb48517,
        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#TT46765"}

@article{bb48518,
        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#TT46766"}

@inproceedings{bb48519,
        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#TT46767"}

@inproceedings{bb48520,
        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#TT46768"}

@inproceedings{bb48521,
        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#TT46769"}

@article{bb48522,
        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#TT46770"}

@article{bb48523,
        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#TT46771"}

@article{bb48524,
        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#TT46772"}

@article{bb48525,
        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#TT46773"}

@inproceedings{bb48526,
        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#TT46774"}

@inproceedings{bb48527,
        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#TT46775"}

@inproceedings{bb48528,
        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#TT46776"}

@article{bb48529,
        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#TT46777"}

@article{bb48530,
        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#TT46778"}

@article{bb48531,
        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#TT46779"}

@article{bb48532,
        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#TT46780"}

@article{bb48533,
        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#TT46781"}

@inproceedings{bb48534,
        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#TT46782"}

@inproceedings{bb48535,
        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#TT46783"}

@inproceedings{bb48536,
        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#TT46784"}

@article{bb48537,
        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#TT46785"}

@inproceedings{bb48538,
        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#TT46786"}

@inproceedings{bb48539,
        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#TT46787"}

@inproceedings{bb48540,
        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#TT46788"}

@inproceedings{bb48541,
        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#TT46789"}

@inproceedings{bb48542,
        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#TT46790"}

@inproceedings{bb48543,
        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#TT46791"}

@inproceedings{bb48544,
        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#TT46792"}

@inproceedings{bb48545,
        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#TT46793"}

@inproceedings{bb48546,
        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#TT46794"}

@inproceedings{bb48547,
        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#TT46795"}

@inproceedings{bb48548,
        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#TT46796"}

@inproceedings{bb48549,
        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#TT46797"}

@inproceedings{bb48550,
        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#TT46798"}

@inproceedings{bb48551,
        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#TT46799"}

@inproceedings{bb48552,
        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#TT46800"}

@article{bb48553,
        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#TT46801"}

@inproceedings{bb48554,
        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#TT46802"}

@inproceedings{bb48555,
        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#TT46803"}

@inproceedings{bb48556,
        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#TT46804"}

@inproceedings{bb48557,
        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#TT46805"}

@inproceedings{bb48558,
        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#TT46806"}

@inproceedings{bb48559,
        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#TT46807"}

@inproceedings{bb48560,
        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#TT46808"}

@inproceedings{bb48561,
        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#TT46809"}

@inproceedings{bb48562,
        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#TT46810"}

@inproceedings{bb48563,
        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#TT46811"}

@inproceedings{bb48564,
        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#TT46812"}

@inproceedings{bb48565,
        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#TT46813"}

@inproceedings{bb48566,
        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#TT46814"}

@inproceedings{bb48567,
        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#TT46815"}

@inproceedings{bb48568,
        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#TT46816"}

@inproceedings{bb48569,
        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#TT46817"}

@inproceedings{bb48570,
        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#TT46818"}

@inproceedings{bb48571,
        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#TT46819"}

@inproceedings{bb48572,
        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#TT46820"}

@inproceedings{bb48573,
        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#TT46821"}

@inproceedings{bb48574,
        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#TT46822"}

@inproceedings{bb48575,
        AUTHOR = "August, J. and Zucker, S.W.",
        TITLE = "A Generative Model for Image Contours:
A Completely Characterized Non-Gaussian Joint Distribution",
        BOOKTITLE = SCTV01,
        YEAR = "2001",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46823"}

@inproceedings{bb48576,
        AUTHOR = "Oukil, A. and Serir, A.",
        TITLE = "Markovian Random Fields Energy Minimization Algorithms",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol III: 518-521",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46824"}

@inproceedings{bb48577,
        AUTHOR = "Sivakumar, K.",
        TITLE = "A Morphological Estimator for Clique Potentials of Binary Markov Random
Fields",
        BOOKTITLE = ICIP00,
        YEAR = "2000",
        PAGES = "Vol I: 264-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46825"}

@inproceedings{bb48578,
        AUTHOR = "Paget, R. and Longstaff, I.D.",
        TITLE = "Nonparametric Markov Random Field Model Analysis of the
MeasTex Test Suite",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol III: 927-930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46826"}

@inproceedings{bb48579,
        AUTHOR = "Carkacioglu, A. and Yarman Vural, F.T.",
        TITLE = "Similarity measures for binary and gray level Markov Random Field
textures",
        BOOKTITLE = CIAP97,
        YEAR = "1997",
        PAGES = "I: 127-133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46827"}

@inproceedings{bb48580,
        AUTHOR = "Budzban, G. and Casey, W.",
        TITLE = "The effect of stable points on the convergence of Markov random fields",
        BOOKTITLE = ICIP98,
        YEAR = "1998",
        PAGES = "I: 77-79",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46828"}

@inproceedings{bb48581,
        AUTHOR = "Tanaka, K. and Ichioka, M. and Morita, T.",
        TITLE = "Statistical-Mechanical Algorithm in MRF Model Based on
Variational Principle",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "II: 381-388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46829"}

@inproceedings{bb48582,
        AUTHOR = "Mosquera, A. and Cabello, D.",
        TITLE = "The Markov Random Fields in Functional Neighbors as a Texture Model:
Applications in Texture Classification",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "II: 815-819",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46830"}

@inproceedings{bb48583,
        AUTHOR = "Delagnes, P. and Barba, D.",
        TITLE = "Rectilinear Structure Extraction in Textured Images with an
Irregular Graph-Based Markov Random Field Model",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "II: 800-804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46831"}

@inproceedings{bb48584,
        AUTHOR = "Li, S.Z. and Huang, Y.H. and Fu, J.S.",
        TITLE = "Convex MRF potential functions",
        BOOKTITLE = ICIP95,
        YEAR = "1995",
        PAGES = "II: 296-299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46832"}

@inproceedings{bb48585,
        AUTHOR = "Yin, H. and Allinson, N.M.",
        TITLE = "Self-organised parameter estimation and segmentation of MRF model-based
texture images",
        BOOKTITLE = ICIP94,
        YEAR = "1994",
        PAGES = "II: 645-649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46833"}

@inproceedings{bb48586,
        AUTHOR = "Milanfar, P. and Tenney, R.R. and Washburn, R.B. and Willsky, A.S.",
        TITLE = "Modeling and estimation for a class of multiresolution random fields",
        BOOKTITLE = ICIP94,
        YEAR = "1994",
        PAGES = "III: 397-401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46834"}

@inproceedings{bb48587,
        AUTHOR = "Ghozi, R. and Levy, B.C.",
        TITLE = "Critical Markov random fields and fractional Brownian motion in texture
synthesis",
        BOOKTITLE = ICIP94,
        YEAR = "1994",
        PAGES = "III: 426-430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46835"}

@inproceedings{bb48588,
        AUTHOR = "Chiou, G.I. and Hwang, J.N.",
        TITLE = "Image sequence classification using a neural network based active
contour model and a hidden Markov model",
        BOOKTITLE = ICIP94,
        YEAR = "1994",
        PAGES = "III: 926-930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46836"}

@inproceedings{bb48589,
        AUTHOR = "Trumbo, M. and Vaisey, J.",
        TITLE = "Variable decay rate histogram modelling for image compression",
        BOOKTITLE = ICIP95,
        YEAR = "1995",
        PAGES = "III: 416-419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46837"}

@inproceedings{bb48590,
        AUTHOR = "Trumbo, M. and Vaisey, J.",
        TITLE = "Variable resolution Markov modelling of signal data for image
compression",
        BOOKTITLE = ICIP95,
        YEAR = "1995",
        PAGES = "I: 282-285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46838"}

@inproceedings{bb48591,
        AUTHOR = "Baddeley, A.J. and van Lieshout, M.N.M.",
        TITLE = "Object recognition using Markov spatial processes",
        BOOKTITLE = ICPR92,
        YEAR = "1992",
        PAGES = "II:136-139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46839"}

@inproceedings{bb48592,
        AUTHOR = "Waks, A. and Tretiak, O.J. and Gregoriou, G.K.",
        TITLE = "Restoration of noisy regions modeled by noncausal Markov random fields
of unknown parameters",
        BOOKTITLE = ICPR90,
        YEAR = "1990",
        PAGES = "II: 170-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46840"}

@inproceedings{bb48593,
        AUTHOR = "Gao, Y.Q. and Chen, Y.B. and Huang, T.Y.",
        TITLE = "A new method for estimation of hidden Markov model parameters",
        BOOKTITLE = ICPR90,
        YEAR = "1990",
        PAGES = "II: 27-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46841"}

@inproceedings{bb48594,
        AUTHOR = "Devijver, P.A.",
        TITLE = "Real-time modeling of image sequences based on hidden Markov mesh
random field models",
        BOOKTITLE = ICPR90,
        YEAR = "1990",
        PAGES = "II: 194-199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46842"}

@inproceedings{bb48595,
        AUTHOR = "Haralick, R.M. and Zhang, M.C. and Ehrich, R.W.",
        TITLE = "Dynamic programming approach for context classification using the
Markov random field",
        BOOKTITLE = ICPR88,
        YEAR = "1988",
        PAGES = "II: 1169-1181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46843"}

@inproceedings{bb48596,
        AUTHOR = "He, Y.",
        TITLE = "Extended Viterbi algorithm for second order hidden Markov process",
        BOOKTITLE = ICPR88,
        YEAR = "1988",
        PAGES = "II: 718-720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46844"}

@inproceedings{bb48597,
        AUTHOR = "Chen, C.C. and Dubes, R.C.",
        TITLE = "Experiments in Fitting Discrete Markov Random Fields to Textures",
        BOOKTITLE = CVPR89,
        YEAR = "1989",
        PAGES = "298-303",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT46845"}

@article{bb48598,
        AUTHOR = "Roan, S.J. and Aggarwal, J.K. and Martin, W.N.",
        TITLE = "Multiple Resolution Imagery and Texture Analysis",
        JOURNAL = PR,
        VOLUME = "20",
        YEAR = "1987",
        NUMBER = "1",
        PAGES = "17-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod322.html#TT46846"}

@article{bb48599,
        AUTHOR = "Kelly, P.A. and Derin, H. and Hartt, K.D.",
        TITLE = "Adaptive Segmentation of Speckled Images Using a
Hierarchical Random Field Model",
        JOURNAL = ASSP,
        VOLUME = "36",
        YEAR = "1988",
        PAGES = "1628-1641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod322.html#TT46847"}

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