@article{bb28100,
        AUTHOR = "Li, S.Z. and Wang, H. and Chan, K.L. and Petrou, M.",
        TITLE = "Minimization of MRF Energy With Relaxation Labeling",
        JOURNAL = JMIV,
        VOLUME = "7",
        YEAR = "1997",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "149-161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27032"}

@inproceedings{bb28101,
        AUTHOR = "Li, S.Z. and Wang, H. and Petrou, M.",
        TITLE = "Relaxation labeling of Markov random fields",
        BOOKTITLE = ICPR94,
        YEAR = "1994",
        PAGES = "A:488-492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27033"}

@article{bb28102,
        AUTHOR = "Smyth, P.",
        TITLE = "Belief Networks, Hidden Markov-Models, and Markov Random Fields:
A Unifying View",
        JOURNAL = PRL,
        VOLUME = "18",
        YEAR = "1997",
        NUMBER = "11-13",
        MONTH = "November",
        PAGES = "1261-1268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27034"}

@inproceedings{bb28103,
        AUTHOR = "Smyth, P.P. and Taylor, C.J. and Adams, J.",
        TITLE = "Texture Analysis using Local Property Maps",
        BOOKTITLE = BMVC95,
        YEAR = "1995",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27035"}

@article{bb28104,
        AUTHOR = "Fessler, J.A.",
        TITLE = "On the Convergence of Mean Field Procedures for MRFs",
        JOURNAL = IP,
        VOLUME = "7",
        YEAR = "1998",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "917",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27036"}

@article{bb28105,
        AUTHOR = "Shen, D. and Ip, H.H.S.",
        TITLE = "Markov random field regularisation models for adaptive binarisation of
nonuniform images",
        JOURNAL = VISP,
        VOLUME = "145",
        YEAR = "1998",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "p",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27037"}

@article{bb28106,
        AUTHOR = "Descombes, X. and Morris, R.D. and Zerubia, J.B. and Berthod, M.",
        TITLE = "Estimation of Markov Random Field Prior Parameters Using Markov Chain
Monte Carlo Maximum Likelihood",
        JOURNAL = IP,
        VOLUME = "8",
        YEAR = "1999",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "954-963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27038"}

@inproceedings{bb28107,
        AUTHOR = "Rellier, G. and Descombes, X. and Falzon, F. and Zerubia, J.B.",
        TITLE = "Analyse de texture hyperspectrale par modélisation markovien",
        BOOKTITLE = INRIA,
        YEAR = "2002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27039"}

@article{bb28108,
        AUTHOR = "Descombes, X.",
        TITLE = "A Dense Class of Markov Random Fields and
Associated Parameter Estimation",
        JOURNAL = JVCIR,
        VOLUME = "8",
        YEAR = "1997",
        PAGES = "299-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27040"}

@article{bb28109,
        AUTHOR = "Lorette, A. and Descombes, X. and Zerubia, J.B.",
        TITLE = "Texture Analysis through a Markovian Modelling and Fuzzy Classification:
Application to Urban Area Extraction from Satellite Images",
        JOURNAL = IJCV,
        VOLUME = "36",
        YEAR = "2000",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "221-236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27041"}

@inproceedings{bb28110,
        AUTHOR = "Lorette, A. and Descombes, X. and Zerubia, J.B.",
        TITLE = "Texture Analysis through Markov Random Fields: Urban Areas Extraction",
        BOOKTITLE = ICIP99,
        YEAR = "1999",
        PAGES = "IV:430-434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27042"}

@inproceedings{bb28111,
        AUTHOR = "Rellier, G. and Descombes, X. and Zerubia, J.B. and Falzon, F.",
        TITLE = "A gauss-markov model for hyperspectral texture analysis of urban areas",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "I: 692-695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27043"}

@inproceedings{bb28112,
        AUTHOR = "Viveros Cancino, O. and Descombes, X. and Zerubia, J.B.",
        TITLE = "Analyse intra-urbaine à partir d'images satellitaires par une 
approche de fusion de données sur la ville de Mexico",
        BOOKTITLE = INRIA,
        YEAR = "2002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27044"}

@article{bb28113,
        AUTHOR = "Descombes, X. and Sigelle, M. and Preteux, F.",
        TITLE = "Estimating Gaussian Markov Random Field Parameters in a Nonstationary
Framework: Application to Remote Sensing Imaging",
        JOURNAL = IP,
        VOLUME = "8",
        YEAR = "1999",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "490-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27045"}

@article{bb28114,
        AUTHOR = "Tso, B.C.K. and Mather, P.M.",
        TITLE = "Classification of Multisource Remote Sensing Imagery Using a Genetic
Algorithm and Markov Random Fields",
        JOURNAL = GeoRS,
        VOLUME = "37",
        YEAR = "1999",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "1255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27046"}

@article{bb28115,
        AUTHOR = "Shahtalebi, K. and Gazor, S. and Pasupathy, S. and Gulak, P.G.",
        TITLE = "Second order H-infinity optimal LMS and NLMS algorithms based on a
second-order Markov model",
        JOURNAL = VISP,
        VOLUME = "147",
        YEAR = "2000",
        NUMBER = "3",
        PAGES = "231-237",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27047"}

@article{bb28116,
        AUTHOR = "Zhu, S.C. and Liu, X.W. and Wu, Y.N.",
        TITLE = "Exploring Texture Ensembles by Efficient Markov Chain Monte
Carlo-Toward a 'Trichromacy' Theory of Texture",
        JOURNAL = PAMI,
        VOLUME = "22",
        YEAR = "2000",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "554-569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27048"}

@article{bb28117,
        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#TT27049"}

@article{bb28118,
        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#TT27050"}

@article{bb28119,
        AUTHOR = "Cai, J.H. and Liu, Z.Q.A.",
        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#TT27051"}

@article{bb28120,
        AUTHOR = "Cai, J.H. and Liu, Z.Q.A.",
        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#TT27052"}

@article{bb28121,
        AUTHOR = "Cai, J.H. and Liu, Z.Q.A.",
        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#TT27053"}

@article{bb28122,
        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#TT27054"}

@article{bb28123,
        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#TT27055"}

@article{bb28124,
        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#TT27056"}

@article{bb28125,
        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#TT27057"}

@article{bb28126,
        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#TT27058"}

@article{bb28127,
        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#TT27059"}

@article{bb28128,
        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#TT27060"}

@inproceedings{bb28129,
        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#TT27061"}

@article{bb28130,
        AUTHOR = "Li, F. and Peng, J.",
        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#TT27062"}

@article{bb28131,
        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#TT27063"}

@article{bb28132,
        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#TT27064"}

@inproceedings{bb28133,
        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#TT27065"}

@article{bb28134,
        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#TT27066"}

@inproceedings{bb28135,
        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#TT27067"}

@article{bb28136,
        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#TT27068"}

@article{bb28137,
        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#TT27069"}

@article{bb28138,
        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#TT27070"}

@article{bb28139,
        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#TT27071"}

@article{bb28140,
        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#TT27072"}

@inproceedings{bb28141,
        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#TT27073"}

@inproceedings{bb28142,
        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#TT27074"}

@article{bb28143,
        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#TT27075"}

@inproceedings{bb28144,
        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#TT27076"}

@inproceedings{bb28145,
        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#TT27077"}

@article{bb28146,
        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#TT27078"}

@article{bb28147,
        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#TT27079"}

@inproceedings{bb28148,
        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#TT27080"}

@inproceedings{bb28149,
        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#TT27081"}

@inproceedings{bb28150,
        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#TT27082"}

@inproceedings{bb28151,
        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#TT27083"}

@inproceedings{bb28152,
        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#TT27084"}

@article{bb28153,
        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#TT27085"}

@inproceedings{bb28154,
        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#TT27086"}

@inproceedings{bb28155,
        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#TT27087"}

@article{bb28156,
        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#TT27088"}

@inproceedings{bb28157,
        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#TT27089"}

@article{bb28158,
        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#TT27090"}

@article{bb28159,
        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#TT27091"}

@article{bb28160,
        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#TT27092"}

@inproceedings{bb28161,
        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#TT27093"}

@inproceedings{bb28162,
        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#TT27094"}

@article{bb28163,
        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#TT27095"}

@inproceedings{bb28164,
        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#TT27096"}

@inproceedings{bb28165,
        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#TT27097"}

@inproceedings{bb28166,
        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#TT27098"}

@inproceedings{bb28167,
        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#TT27099"}

@inproceedings{bb28168,
        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#TT27100"}

@inproceedings{bb28169,
        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#TT27101"}

@inproceedings{bb28170,
        AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.",
        TITLE = "On the asymptotic variances of Gaussian Markov Random Field model
hyperparameters in stochastic image modeling",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27102"}

@inproceedings{bb28171,
        AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.",
        TITLE = "A novel pseudo-likelihood equation for Potts MRF model parameter
estimation in image analysis",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "1828-1831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27103"}

@inproceedings{bb28172,
        AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.",
        TITLE = "Improving Potts MRF model parameter estimation using higher-order
neighborhood systems on stochastic image modeling",
        BOOKTITLE = WSSIP08,
        YEAR = "2008",
        PAGES = "385-388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27104"}

@inproceedings{bb28173,
        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#TT27105"}

@inproceedings{bb28174,
        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#TT27106"}

@inproceedings{bb28175,
        AUTHOR = "Tappen, M.F.",
        TITLE = "Utilizing Variational Optimization to Learn Markov Random Fields",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27107"}

@inproceedings{bb28176,
        AUTHOR = "Rother, C. and Kolmogorov, V. and Lempitsky, V. and Szummer, M.",
        TITLE = "Optimizing Binary MRFs via Extended Roof Duality",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27108"}

@inproceedings{bb28177,
        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#TT27109"}

@inproceedings{bb28178,
        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#TT27110"}

@inproceedings{bb28179,
        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#TT27111"}

@inproceedings{bb28180,
        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#TT27112"}

@inproceedings{bb28181,
        AUTHOR = "Liu, Z.Q.A. 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#TT27113"}

@inproceedings{bb28182,
        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#TT27114"}

@inproceedings{bb28183,
        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#TT27115"}

@inproceedings{bb28184,
        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#TT27116"}

@inproceedings{bb28185,
        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#TT27117"}

@inproceedings{bb28186,
        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#TT27118"}

@inproceedings{bb28187,
        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#TT27119"}

@inproceedings{bb28188,
        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#TT27120"}

@inproceedings{bb28189,
        AUTHOR = "Oukil, A. and Serir, A.",
        TITLE = "Markovian Random Fields Energy Minimization Algorithms",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol III: 522-525",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod321.html#TT27121"}

@inproceedings{bb28190,
        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#TT27122"}

@inproceedings{bb28191,
        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#TT27123"}

@inproceedings{bb28192,
        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#TT27124"}

@inproceedings{bb28193,
        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#TT27125"}

@inproceedings{bb28194,
        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#TT27126"}

@inproceedings{bb28195,
        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#TT27127"}

@inproceedings{bb28196,
        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#TT27128"}

@inproceedings{bb28197,
        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#TT27129"}

@inproceedings{bb28198,
        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#TT27130"}

@inproceedings{bb28199,
        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#TT27131"}

Last update:Mar 17, 2010 at 11:25:21