@article{bb82900,
        AUTHOR = "Binford, T.O. and Levitt, T.S. and Mann, W.B.",
        TITLE = "Bayesian Inference in Model-Based Machine Vision",
        JOURNAL = "Uncertainty in AI",
        VOLUME = "3",
        YEAR = "1989",
        PAGES = "XX-YY",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79737"}

@book{bb82901,
        AUTHOR = "Binford, T.O. and Levitt, T.S. and Mann, W.B.",
        TITLE = "Bayesian Inference in Model-Based Machine Vision",
        PUBLISHER = "North Holland",
        YEAR = "1989",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79737"}

@inproceedings{bb82902,
        AUTHOR = "Binford, T.O. and Mann, W.B.",
        TITLE = "Probabilities for Bayesian Networks in Vision",
        BOOKTITLE = ARPA94,
        YEAR = "1994",
        PAGES = "I:633-643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79738"}

@inproceedings{bb82903,
        AUTHOR = "Mann, W.B. and Binford, T.O.",
        TITLE = "An Example of 3-D Interpretation of Images Using Bayesian Networks",
        BOOKTITLE = DARPA92,
        YEAR = "1992",
        PAGES = "793-801",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79739"}

@inproceedings{bb82904,
        AUTHOR = "Levitt, T.S. and Binford, T.O. and Ettinger, G.J. and Gelband, P.",
        TITLE = "Probability-Based Control for Computer Vision",
        BOOKTITLE = DARPA89,
        YEAR = "1989",
        PAGES = "355-369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79740"}

@article{bb82905,
        AUTHOR = "Binford, T.O. and Levitt, T.S.",
        TITLE = "Evidential reasoning for object recognition",
        JOURNAL = PAMI,
        VOLUME = "25",
        YEAR = "2003",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "837-851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79741"}

@article{bb82906,
        AUTHOR = "Goldszmidt, M. and Morris, P. and Pearl, J.",
        TITLE = "A maximum entropy approach to nonmonotonic reasoning",
        JOURNAL = PAMI,
        VOLUME = "15",
        YEAR = "1993",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "220-232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79742"}

@article{bb82907,
        AUTHOR = "Dagum, P. and Chavez, R.M.",
        TITLE = "Approximating probabilistic inference in Bayesian belief networks",
        JOURNAL = PAMI,
        VOLUME = "15",
        YEAR = "1993",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "246-255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79743"}

@article{bb82908,
        AUTHOR = "Olesen, K.G.",
        TITLE = "Causal probabilistic networks with both discrete and continuous
variables",
        JOURNAL = PAMI,
        VOLUME = "15",
        YEAR = "1993",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "275-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79744"}

@article{bb82909,
        AUTHOR = "Gregor, J. and Thomason, M.G.",
        TITLE = "Hybrid pattern recognition using Markov networks",
        JOURNAL = PAMI,
        VOLUME = "15",
        YEAR = "1993",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "651-656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79745"}

@article{bb82910,
        AUTHOR = "Kumar, V.P. and Desai, U.B.",
        TITLE = "Image Interpretation Using Bayesian Networks",
        JOURNAL = PAMI,
        VOLUME = "18",
        YEAR = "1996",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "74-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79746"}

@article{bb82911,
        AUTHOR = "Larranaga, P. and Poza, M. and Yurramendi, Y. and Murga, R.H. and Kuijpers, C.M.H.",
        TITLE = "Structure Learning of Bayesian Networks By Genetic Algorithms:
A Performance Analysis of Control Parameters",
        JOURNAL = PAMI,
        VOLUME = "18",
        YEAR = "1996",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "912-926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79747"}

@article{bb82912,
        AUTHOR = "Tsai, W.H. and Fu, K.S.",
        TITLE = "A Pattern Deformation Model and Bayes Error-Correcting
Recognition System",
        JOURNAL = SMC,
        VOLUME = "9",
        YEAR = "1979",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "745-756",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79748"}

@article{bb82913,
        AUTHOR = "Cowell, R.G.",
        TITLE = "On Compatible Priors for Bayesian Networks",
        JOURNAL = PAMI,
        VOLUME = "18",
        YEAR = "1996",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "901-911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79749"}

@article{bb82914,
        AUTHOR = "Carstensen, J.M.",
        TITLE = "An Active Lattice Model in a Bayesian Framework",
        JOURNAL = CVIU,
        VOLUME = "63",
        YEAR = "1996",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "380-387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79750"}

@article{bb82915,
        AUTHOR = "Szeliski, R.S.",
        TITLE = "Bayesian Modeling of Uncertainty in Low-Level Vision",
        JOURNAL = IJCV,
        VOLUME = "5",
        YEAR = "1990",
        NUMBER = "3",
        MONTH = "December",
        PAGES = "271-302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79751"}

@book{bb82916,
        AUTHOR = "Szeliski, R.S.",
        TITLE = "Bayesian Modeling of Uncertainty in Low-Level Vision",
        PUBLISHER = "Kluwer",
        YEAR = "1989",
        MONTH = "September",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79751"}

@inproceedings{bb82917,
        AUTHOR = "Szeliski, R.S.",
        TITLE = "Bayesian Modeling of Uncertainty in Low-Level Vision",
        BOOKTITLE = CMU-CS-TR,
        YEAR = "1988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79751"}

@inproceedings{bb82918,
        AUTHOR = "Szeliski, R.S.",
        TITLE = "Bayesian Modeling of Uncertainty in Low-Level Vision",
        BOOKTITLE = Ph.D.,
        YEAR = "1989",
        PAGES = "CS",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79751"}

@article{bb82919,
        AUTHOR = "Corridoni, J.M. and del Bimbo, A. and Landi, L.",
        TITLE = "3D Object Classification Using Multiobject Kohonen Networks",
        JOURNAL = PR,
        VOLUME = "29",
        YEAR = "1996",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "919-935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79752"}

@inproceedings{bb82920,
        AUTHOR = "Fairwood, R.C. and Barreau, G.",
        TITLE = "A Belief Network for the Recognition of 3D Geometric Primitives",
        BOOKTITLE = CIAP91,
        YEAR = "1991",
        PAGES = "414-421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79753"}

@article{bb82921,
        AUTHOR = "Abdel Mottaleb, M. and Rosenfeld, A.",
        TITLE = "Inexact Bayesian Estimation",
        JOURNAL = PR,
        VOLUME = "25",
        YEAR = "1992",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "641-646",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79754"}

@article{bb82922,
        AUTHOR = "Abdel Mottaleb, M. and Rosenfeld, A.",
        TITLE = "Qualitative Bayesian Estimation Of Digital Signals And Images",
        JOURNAL = PR,
        VOLUME = "25",
        YEAR = "1992",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1371-1380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79755"}

@article{bb82923,
        AUTHOR = "Liau, C.J. and Lin, B.I.P.",
        TITLE = "Possibilistic Reasoning: A Mini-Survey and Uniform Semantics",
        JOURNAL = AI,
        VOLUME = "88",
        YEAR = "1996",
        NUMBER = "1-2",
        MONTH = "December",
        PAGES = "163-193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79756"}

@article{bb82924,
        AUTHOR = "Kwoh, C.K. and Gillies, D.F.",
        TITLE = "Using Hidden Nodes in Bayesian Networks",
        JOURNAL = AI,
        VOLUME = "88",
        YEAR = "1996",
        NUMBER = "1-2",
        MONTH = "December",
        PAGES = "1-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79757"}

@article{bb82925,
        AUTHOR = "Poole, D.",
        TITLE = "Probabilistic Conflicts in a Search Algorithm for
Estimating Posterior Probabilities in Bayesian Networks",
        JOURNAL = AI,
        VOLUME = "88",
        YEAR = "1996",
        NUMBER = "1-2",
        MONTH = "December",
        PAGES = "69-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79758"}

@article{bb82926,
        AUTHOR = "Kleiter, G.D.",
        TITLE = "Propagating Imprecise Probabilities in Bayesian Networks",
        JOURNAL = AI,
        VOLUME = "88",
        YEAR = "1996",
        NUMBER = "1-2",
        MONTH = "December",
        PAGES = "143-161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79759"}

@article{bb82927,
        AUTHOR = "Zhang, N.L.W.",
        TITLE = "Irrelevance and Parameter Learning in Bayesian Networks",
        JOURNAL = AI,
        VOLUME = "88",
        YEAR = "1996",
        NUMBER = "1-2",
        MONTH = "December",
        PAGES = "359-373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79760"}

@article{bb82928,
        AUTHOR = "van Engelen, R.A.",
        TITLE = "Approximating Bayesian Belief Networks By Arc Removal",
        JOURNAL = PAMI,
        VOLUME = "19",
        YEAR = "1997",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "916-920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79761"}

@article{bb82929,
        AUTHOR = "Pynadath, D.V. and Wellman, M.P.",
        TITLE = "Generalized Queries on Probabilistic Context-Free Grammars",
        JOURNAL = PAMI,
        VOLUME = "20",
        YEAR = "1998",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "65-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79762"}

@article{bb82930,
        AUTHOR = "Lam, W.",
        TITLE = "Bayesian Network Refinement Via Machine Learning Approach",
        JOURNAL = PAMI,
        VOLUME = "20",
        YEAR = "1998",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "240-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79763"}

@article{bb82931,
        AUTHOR = "Nagy, G. and Xu, Y.H.",
        TITLE = "Bayesian Subsequence Matching and Segmentation",
        JOURNAL = PRL,
        VOLUME = "18",
        YEAR = "1997",
        NUMBER = "11-13",
        MONTH = "November",
        PAGES = "1117-1124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79764"}

@article{bb82932,
        AUTHOR = "Williams, M.L. and Wilson, R.C. and Hancock, E.R.",
        TITLE = "Multiple Graph Matching with Bayesian-Inference",
        JOURNAL = PRL,
        VOLUME = "18",
        YEAR = "1997",
        NUMBER = "11-13",
        MONTH = "November",
        PAGES = "1275-1281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79765"}

@inproceedings{bb82933,
        AUTHOR = "Williams, M.L. and Wilson, R.C. and Hancock, E.R.",
        TITLE = "Multi-sensor fusion with Bayesian inference",
        BOOKTITLE = CAIP97,
        YEAR = "1997",
        PAGES = "25-32",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79766"}

@article{bb82934,
        AUTHOR = "Calder, B.R. and Linnett, L.M. and Carmichael, D.R.",
        TITLE = "Bayesian Approach to Object Detection in Sidescan Sonar",
        JOURNAL = VISP,
        VOLUME = "145",
        YEAR = "1998",
        NUMBER = " 3",
        MONTH = "June",
        PAGES = "221-228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79767"}

@inproceedings{bb82935,
        AUTHOR = "Calder, B.R. and Linnett, L.M. and Carmichael, D.R.",
        TITLE = "Constrained Image Restoration with a Multinomial Prior",
        BOOKTITLE = ICIP97,
        YEAR = "1997",
        PAGES = "I: 259-262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79768"}

@article{bb82936,
        AUTHOR = "Roberts, S.J.",
        TITLE = "Independent Component Analysis:
Source Assessment and Separation, a Bayesian Approach",
        JOURNAL = VISP,
        VOLUME = "145",
        YEAR = "1998",
        NUMBER = " 3",
        MONTH = "June",
        PAGES = "149-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79769"}

@article{bb82937,
        AUTHOR = "Foresti, G.L. and Pieroni, G.",
        TITLE = "Exploiting Neural Trees in Range Image Understanding",
        JOURNAL = PRL,
        VOLUME = "19",
        YEAR = "1998",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "869-878",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79770"}

@article{bb82938,
        AUTHOR = "Wong, M.L. and Lam, W. and Leung, K.S.",
        TITLE = "Using Evolutionary Programming and Minimum Description Length Principle
for Data Mining of Bayesian Networks",
        JOURNAL = PAMI,
        VOLUME = "21",
        YEAR = "1999",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "174-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79771"}

@article{bb82939,
        AUTHOR = "Pena, J.M. and Lozano, J.A. and Larranaga, P.",
        TITLE = "Learning Bayesian networks for clustering by means of constructive
induction",
        JOURNAL = PRL,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "11-13",
        MONTH = "November",
        PAGES = "1219-1230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79772"}

@article{bb82940,
        AUTHOR = "Pena, J.M. and Lozano, J.A. and Larranaga, P.",
        TITLE = "An improved Bayesian structural EM algorithm for learning Bayesian
networks for clustering",
        JOURNAL = PRL,
        VOLUME = "21",
        YEAR = "2000",
        NUMBER = "6-7",
        MONTH = "June",
        PAGES = "779-786",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79773"}

@article{bb82941,
        AUTHOR = "Santafe, G. and Lozano, J.A. and Larranaga, P.",
        TITLE = "Bayesian Model Averaging of Naive Bayes for Clustering",
        JOURNAL = SMC-B,
        VOLUME = "36",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "1149-1161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79774"}

@article{bb82942,
        AUTHOR = "Calvo, B. and Larranaga, P. and Lozano, J.A.",
        TITLE = "Learning Bayesian classifiers from positive and unlabeled examples",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2375-2384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79775"}

@article{bb82943,
        AUTHOR = "Hernandez Gonzalez, J. and Inza, I. and Lozano, J.A.",
        TITLE = "Learning Bayesian network classifiers from label proportions",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "3425-3440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79776"}

@article{bb82944,
        AUTHOR = "Calvo, B. and Larranaga, P. and Lozano, J.A.",
        TITLE = "Feature subset selection from positive and unlabelled examples",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "1027-1036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79777"}

@article{bb82945,
        AUTHOR = "Rodriguez, J.D. and Perez, A. and Lozano, J.A.",
        TITLE = "Sensitivity Analysis of k-Fold Cross Validation in Prediction Error
Estimation",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "569-575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79778"}

@article{bb82946,
        AUTHOR = "Pena, J.M. and Bjorkegren, J. and Tegner, J.",
        TITLE = "Learning dynamic Bayesian network models via cross-validation",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "2295-2308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79779"}

@article{bb82947,
        AUTHOR = "Larsen, R.",
        TITLE = "3-D Contextual Bayesian Classifiers",
        JOURNAL = IP,
        VOLUME = "9",
        YEAR = "2000",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "518-524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79780"}

@inproceedings{bb82948,
        AUTHOR = "Larsen, R.",
        TITLE = "A 3-D Contextual Bayesian Classifier",
        BOOKTITLE = SCIA97,
        YEAR = "1997",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79781"}

@article{bb82949,
        AUTHOR = "Oswald, N. and Levi, P.",
        TITLE = "Cooperative object recognition",
        JOURNAL = PRL,
        VOLUME = "22",
        YEAR = "2001",
        NUMBER = "12",
        MONTH = "October",
        PAGES = "1273-1282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79782"}

@book{bb82950,
        AUTHOR = "Oswald, N. and Levi, P.",
        TITLE = "Cooperative vision in a multi-agent architecture",
        YEAR = "2001",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79782"}

@article{bb82951,
        AUTHOR = "Olesen, K.G. and Madsen, A.L.",
        TITLE = "Maximal Prime Subgraph Decomposition of Bayesian Networks",
        JOURNAL = SMC-B,
        VOLUME = "32",
        YEAR = "2002",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "21-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79784"}

@article{bb82952,
        AUTHOR = "Marengoni, M. and Hanson, A.R. and Zilberstein, S. and Riseman, E.M.",
        TITLE = "Decision making and uncertainty management in a 3D reconstruction
system",
        JOURNAL = PAMI,
        VOLUME = "25",
        YEAR = "2003",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "852-858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79785"}

@inproceedings{bb82953,
        AUTHOR = "Marengoni, M. and Hanson, A.R. and Zilberstein, S. and Riseman, E.M.",
        TITLE = "Cost and Information-Driven Algorithm Selection for Vision Systems",
        BOOKTITLE = ICIAR04,
        YEAR = "2004",
        PAGES = "I: 519-529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79786"}

@inproceedings{bb82954,
        AUTHOR = "Marengoni, M. and Hanson, A.R. and Zilberstein, S. and Riseman, E.M.",
        TITLE = "Control in a 3D Reconstruction System using Selective Perception",
        BOOKTITLE = ICCV99,
        YEAR = "1999",
        PAGES = "1229-1236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79787"}

@article{bb82955,
        AUTHOR = "Bowden, R.",
        TITLE = "Special Issue Introduction, Bayesian Analysis",
        JOURNAL = IVC,
        VOLUME = "21",
        YEAR = "2003",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "Page 841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79788"}

@article{bb82956,
        AUTHOR = "Bromiley, P.A. and Thacker, N.A. and Scott, M.L.J. and Pokric, M. and Lacey, A.J. and Cootes, T.F.",
        TITLE = "Bayesian and non-Bayesian probabilistic models for medical image
analysis",
        JOURNAL = IVC,
        VOLUME = "21",
        YEAR = "2003",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "851-864",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79789"}

@article{bb82957,
        AUTHOR = "Cazorla, M.A. and Escolano, F.",
        TITLE = "Two bayesian methods for junction classification",
        JOURNAL = IP,
        VOLUME = "12",
        YEAR = "2003",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "317-327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79790"}

@article{bb82958,
        AUTHOR = "Knill, D.C. and Friedman, W.T. and Geisler, W.S.",
        TITLE = "Bayesian and Statistical Approaches to Vision",
        JOURNAL = JOSA-A,
        VOLUME = "20",
        YEAR = "2003",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1232-1233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79791"}

@article{bb82959,
        AUTHOR = "Mohammad Djafari, A.",
        TITLE = "Bayesian inference for inverse problems in signal and image processing
and applications",
        JOURNAL = IJIST,
        VOLUME = "16",
        YEAR = "2006",
        NUMBER = "5",
        PAGES = "209-214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79792"}

@article{bb82960,
        AUTHOR = "Mohammad Djafari, A. and Feron, O.",
        TITLE = "Bayesian approach to change points detection in time series",
        JOURNAL = IJIST,
        VOLUME = "16",
        YEAR = "2006",
        NUMBER = "5",
        PAGES = "215-221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79793"}

@article{bb82961,
        AUTHOR = "Leibe, B. and Ettlin, A. and Schiele, B.",
        TITLE = "Learning semantic object parts for object categorization",
        JOURNAL = IVC,
        VOLUME = "26",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "15-26",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79794"}

@article{bb82962,
        AUTHOR = "Robin, A. and le Hegarat Mascle, S. and Moisan, L.",
        TITLE = "Unsupervised Subpixelic Classification Using Coarse-Resolution Time
Series and Structural Information",
        JOURNAL = GeoRS,
        VOLUME = "46",
        YEAR = "2008",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1359-1374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79795"}

@article{bb82963,
        AUTHOR = "Kallel, A. and Le Hegarat Mascle, S. and Hubert Moy, L. and Ottle, C.",
        TITLE = "Fusion of Vegetation Indices Using Continuous Belief Functions and
Cautious-Adaptive Combination Rule",
        JOURNAL = GeoRS,
        VOLUME = "46",
        YEAR = "2008",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1499-1513",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79796"}

@inproceedings{bb82964,
        AUTHOR = "Le Hegarat Mascle, S. and Kallel, A. and Descombes, X.",
        TITLE = "Use of Ant Colony Optimization for Finding Neighborhoods in Image
Non-stationary Markov Random Field Classification",
        BOOKTITLE = PReMI07,
        YEAR = "2007",
        PAGES = "279-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79797"}

@article{bb82965,
        AUTHOR = "Cheng, H.H. and Wang, R.S.",
        TITLE = "Semantic modeling of natural scenes based on contextual Bayesian
networks",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4042-4054",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79798"}

@article{bb82966,
        AUTHOR = "Lu, Z.J. and Lee, S.",
        TITLE = "Probabilistic 3D object recognition and pose estimation using multiple
interpretations generation",
        JOURNAL = JOSA-A,
        VOLUME = "28",
        YEAR = "2011",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2607-2618",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79799"}

@inproceedings{bb82967,
        AUTHOR = "Lee, S. and Lu, Z.J. and Kim, H.W.",
        TITLE = "Probabilistic 3D object recognition with both positive and negative
evidences",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "2360-2367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79800"}

@inproceedings{bb82968,
        AUTHOR = "Lu, Z.J. and Lee, S. and Kim, H.W.",
        TITLE = "Probabilistic 3D Object Recognition Based on Multiple Interpretations
Generation",
        BOOKTITLE = ACCV10,
        YEAR = "2010",
        PAGES = "IV: 333-346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79801"}

@article{bb82969,
        AUTHOR = "Li, C.Q. and Li, H.W.",
        TITLE = "A Modified Short and Fukunaga Metric based on the attribute
independence assumption",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1213-1218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79802"}

@article{bb82970,
        AUTHOR = "Battistelli, G. and Chisci, L. and Fantacci, C.",
        TITLE = "Parallel Consensus on Likelihoods and Priors for Networked Nonlinear
Filtering",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "787-791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79803"}

@article{bb82971,
        AUTHOR = "Jiang, L.X. and Li, C.Q. and Wang, S.S.",
        TITLE = "Cost-sensitive Bayesian network classifiers",
        JOURNAL = PRL,
        VOLUME = "45",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "211-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79804"}

@article{bb82972,
        AUTHOR = "Schachtner, R. and Poeppel, G. and Tome, A.M. and Lang, E.W.",
        TITLE = "A Bayesian approach to the Lee-Seung update rules for NMF",
        JOURNAL = PRL,
        VOLUME = "45",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "251-256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79805"}

@article{bb82973,
        AUTHOR = "Bielza, C. and Larranaga, P.",
        TITLE = "Discrete Bayesian Network Classifiers: A Survey",
        JOURNAL = Surveys,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "1",
        MONTH = "July",
        PAGES = "Article No 5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79806"}

@article{bb82974,
        AUTHOR = "Katselis, D. and Rojas, C.R.",
        TITLE = "Application-Oriented Estimator Selection",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "489-493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79807"}

@article{bb82975,
        AUTHOR = "Kailkhura, B. and Han, Y.S. and Brahma, S. and Varshney, P.K.",
        TITLE = "Asymptotic Analysis of Distributed Bayesian Detection with Byzantine
Data",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "608-612",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79808"}

@article{bb82976,
        AUTHOR = "Kim, S. and Valente, F. and Filippone, M. and Vinciarelli, A.",
        TITLE = "Predicting Continuous Conflict Perception with Bayesian Gaussian
Processes",
        JOURNAL = AffCom,
        VOLUME = "5",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "187-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79809"}

@article{bb82977,
        AUTHOR = "Steinberg, D.M. and Pizarro, O. and Williams, S.B.",
        TITLE = "Hierarchical Bayesian models for unsupervised scene understanding",
        JOURNAL = CVIU,
        VOLUME = "131",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "128-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79810"}

@article{bb82978,
        AUTHOR = "De Blasi, P. and Favaro, S. and Lijoi, A. and Mena, R.H. and Prunster, I. and Ruggiero, M.",
        TITLE = "Are Gibbs-Type Priors the Most Natural Generalization of the
Dirichlet Process?",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "212-229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79811"}

@article{bb82979,
        AUTHOR = "Dai, A.M. and Storkey, A.J.",
        TITLE = "The Supervised Hierarchical Dirichlet Process",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "243-255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79812"}

@article{bb82980,
        AUTHOR = "Paisley, J. and Wang, C. and Blei, D.M. and Jordan, M.I.",
        TITLE = "Nested Hierarchical Dirichlet Processes",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "256-270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79813"}

@article{bb82981,
        AUTHOR = "Broderick, T. and Mackey, L. and Paisley, J. and Jordan, M.I.",
        TITLE = "Combinatorial Clustering and the Beta Negative Binomial Process",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "290-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79814"}

@article{bb82982,
        AUTHOR = "Jampani, V. and Nowozin, S. and Loper, M. and Gehler, P.V.",
        TITLE = "The informed sampler: A discriminative approach to Bayesian inference
in generative computer vision models",
        JOURNAL = CVIU,
        VOLUME = "136",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "32-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79815"}

@article{bb82983,
        AUTHOR = "Osokin, A. and Vetrov, D.",
        TITLE = "Submodular Relaxation for Inference in Markov Random Fields",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1347-1359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79816"}

@inproceedings{bb82984,
        AUTHOR = "Osokin, A. and Vetrov, D.",
        TITLE = "Submodular Relaxation for MRFs with High-Order Potentials",
        BOOKTITLE = Global12,
        YEAR = "2012",
        PAGES = "III: 305-314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79817"}

@inproceedings{bb82985,
        AUTHOR = "Osokin, A. and Vetrov, D. and Kolmogorov, V.",
        TITLE = "Submodular decomposition framework for inference in associative Markov
networks with global constraints",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1889-1896",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79818"}

@article{bb82986,
        AUTHOR = "Bratieres, S. and Quadrianto, N. and Ghahramani, Z.",
        TITLE = "GPstruct: Bayesian Structured Prediction Using Gaussian Processes",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1514-1520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79819"}

@article{bb82987,
        AUTHOR = "Huemmer, C. and Maas, R. and Kellermann, W.",
        TITLE = "The NLMS Algorithm with Time-Variant Optimum Stepsize Derived from a
Bayesian Network Perspective",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1874-1878",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79820"}

@article{bb82988,
        AUTHOR = "Nurminen, H. and Ardeshiri, T. and Piche, R. and Gustafsson, F.",
        TITLE = "Robust Inference for State-Space Models with Skewed Measurement Noise",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1898-1902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79821"}

@article{bb82989,
        AUTHOR = "Coluccia, A.",
        TITLE = "Regularized Covariance Matrix Estimation via Empirical Bayes",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2127-2131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79822"}

@article{bb82990,
        AUTHOR = "Bordin, C.J. and Bruno, M.G.S.",
        TITLE = "Sequential Bayesian Algorithms for Identification and Blind
Equalization of Unit-Norm Channels",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2157-2161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79823"}

@article{bb82991,
        AUTHOR = "Zou, Y. and Pensar, J. and Roos, T.",
        TITLE = "Representing local structure in Bayesian networks by Boolean
functions",
        JOURNAL = PRL,
        VOLUME = "95",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "73-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79824"}

@article{bb82992,
        AUTHOR = "Ko, S. and Lim, H.K. and Kim, D.W.",
        TITLE = "Reverse engineering for causal discovery based on monotonic
characteristic of causal structure",
        JOURNAL = PRL,
        VOLUME = "95",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "91-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79825"}

@inproceedings{bb82993,
        AUTHOR = "Gao, T. and Ji, Q.A.",
        TITLE = "Hybrid Markov Blanket discovery",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1653-1658",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79826"}

@inproceedings{bb82994,
        AUTHOR = "Joy, T.T. and Rana, S. and Gupta, S. and Venkatesh, S.",
        TITLE = "Hyperparameter tuning for big data using Bayesian optimisation",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2574-2579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79827"}

@inproceedings{bb82995,
        AUTHOR = "Oujaoura, M. and El Ayachi, R. and Minaoui, B. and Fakir, M. and Bencharef, O.",
        TITLE = "Grouping K-Means Adjacent Regions for Semantic Image Annotation Using
Bayesian Networks",
        BOOKTITLE = CGiV16,
        YEAR = "2016",
        PAGES = "243-248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79828"}

@inproceedings{bb82996,
        AUTHOR = "Ku, L.Y. and Sen, S. and Learned Miller, E.G. and Grupen, R.A.",
        TITLE = "The Aspect Transition Graph: An Affordance-Based Model",
        BOOKTITLE = Affordance14,
        YEAR = "2014",
        PAGES = "459-465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79829"}

@inproceedings{bb82997,
        AUTHOR = "Osogami, T. and Katsuki, T.",
        TITLE = "A Hierarchical Bayesian Choice Model with Visibility",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3618-3623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79830"}

@inproceedings{bb82998,
        AUTHOR = "Xu, Z. and Srihari, S.N.",
        TITLE = "Bayesian Network Structure Learning Using Causality",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3546-3551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79831"}

@inproceedings{bb82999,
        AUTHOR = "Ruiz, E. and Sucar, L.E.",
        TITLE = "Recognizing Visual Categories with Symbol-Relational Grammars and
Bayesian Networks",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "540-547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT79832"}

Last update:Sep 22, 2017 at 21:00:01