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BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111444"}
@article{bb115165,
AUTHOR = "Forchhammer, S. and Rasmussen, T.S.",
TITLE = "Adaptive Partially Hidden Markov Models with Application to Bilevel
Image Coding",
JOURNAL = IP,
VOLUME = "8",
YEAR = "1999",
NUMBER = "11",
MONTH = "November",
PAGES = "1516-1526",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111445"}
@article{bb115166,
AUTHOR = "Pieczynski, W. and Bouvrais, J. and Michel, C.",
TITLE = "Estimation of Generalized Mixture in the Case of Correlated Sensors",
JOURNAL = IP,
VOLUME = "9",
YEAR = "2000",
NUMBER = "2",
MONTH = "February",
PAGES = "308-312",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111446"}
@article{bb115167,
AUTHOR = "Li, X.L. and Parizeau, M. and Plamondon, R.",
TITLE = "Training Hidden Markov Models with Multiple Observations:
A Combinatorial Method",
JOURNAL = PAMI,
VOLUME = "22",
YEAR = "2000",
NUMBER = "4",
MONTH = "April",
PAGES = "371-377",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111447"}
@article{bb115168,
AUTHOR = "Kwong, S. and Chau, C.W. and Man, K.F. and Tang, K.S.",
TITLE = "Optimisation of HMM topology and its model parameters by genetic
algorithms",
JOURNAL = PR,
VOLUME = "34",
YEAR = "2001",
NUMBER = "2",
MONTH = "February",
PAGES = "509-522",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111448"}
@article{bb115169,
AUTHOR = "Inoue, M. and Ueda, N.",
TITLE = "Exploitation of unlabeled sequences in hidden Markov models",
JOURNAL = PAMI,
VOLUME = "25",
YEAR = "2003",
NUMBER = "12",
MONTH = "December",
PAGES = "1570-1581",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111449"}
@article{bb115170,
AUTHOR = "Abou Moustafa, K.T. and Cheriet, M. and Suen, C.Y.",
TITLE = "On the structure of hidden Markov models",
JOURNAL = PRL,
VOLUME = "25",
YEAR = "2004",
NUMBER = "8",
MONTH = "June",
PAGES = "923-931",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111450"}
@article{bb115171,
AUTHOR = "Li, J. and Wang, J.X. and Zhao, Y.N. and Yang, Z.H.",
TITLE = "Self-adaptive design of hidden Markov models",
JOURNAL = PRL,
VOLUME = "25",
YEAR = "2004",
NUMBER = "2",
MONTH = "January",
PAGES = "197-210",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111451"}
@article{bb115172,
AUTHOR = "McCane, B. and Caelli, T.M.",
TITLE = "Diagnostic tools for evaluating and updating hidden Markov models",
JOURNAL = PR,
VOLUME = "37",
YEAR = "2004",
NUMBER = "7",
MONTH = "July",
PAGES = "1325-1337",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111452"}
@inproceedings{bb115173,
AUTHOR = "Caelli, T.M. and McCane, B.",
TITLE = "Components analysis of hidden Markov models in computer vision",
BOOKTITLE = CIAP03,
YEAR = "2003",
PAGES = "510-515",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111453"}
@inproceedings{bb115174,
AUTHOR = "Dupont, P. and Denis, F. and Esposito, Y.",
TITLE = "Links between probabilistic automata and hidden Markov models:
probability distributions, learning models and induction algorithms",
BOOKTITLE = PR,
VOLUME = "38",
YEAR = "2005",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111454"}
@article{bb115175,
AUTHOR = "Li, H.Z. and Liu, Z.Q.A. and Zhu, X.H.",
TITLE = "Hidden Markov models with factored Gaussian mixtures densities",
JOURNAL = PR,
VOLUME = "38",
YEAR = "2005",
NUMBER = "11",
MONTH = "November",
PAGES = "2022-2031",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111455"}
@article{bb115176,
AUTHOR = "Bicego, M. and Castellani, U. and Murino, V.",
TITLE = "A Hidden Markov Model approach for appearance-based 3D object
recognition",
JOURNAL = PRL,
VOLUME = "26",
YEAR = "2005",
NUMBER = "16",
MONTH = "December",
PAGES = "2588-2599",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111456"}
@article{bb115177,
AUTHOR = "Ji, S.H. and Krishnapuram, B. and Carin, L.",
TITLE = "Variational Bayes for Continuous Hidden Markov Models and Its
Application to Active Learning",
JOURNAL = PAMI,
VOLUME = "28",
YEAR = "2006",
NUMBER = "4",
MONTH = "April",
PAGES = "522-532",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111457"}
@article{bb115178,
AUTHOR = "Johansson, M. and Olofsson, T.",
TITLE = "Bayesian Model Selection for Markov, Hidden Markov, and Multinomial
Models",
JOURNAL = SPLetters,
VOLUME = "14",
YEAR = "2007",
NUMBER = "2",
MONTH = "February",
PAGES = "129-132",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111458"}
@article{bb115179,
AUTHOR = "Pyun, K. and Lim, J. and Won, C.S. and Cray, R.M.",
TITLE = "Image Segmentation Using Hidden Markov Gauss Mixture Models",
JOURNAL = IP,
VOLUME = "16",
YEAR = "2007",
NUMBER = "7",
MONTH = "July",
PAGES = "1902-1911",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111459"}
@inproceedings{bb115180,
AUTHOR = "Pyun, K. and Won, C.S. and Lim, J. and Cray, R.M.",
TITLE = "Robust image classification based on a non-causal hidden markov gauss
mixture model",
BOOKTITLE = ICIP02,
YEAR = "2002",
PAGES = "III: 785-788",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111460"}
@article{bb115181,
AUTHOR = "Huda, S. and Yearwood, J. and Togneri, R.",
TITLE = "A stochastic version of Expectation Maximization algorithm for better
estimation of Hidden Markov Model",
JOURNAL = PRL,
VOLUME = "30",
YEAR = "2009",
NUMBER = "14",
MONTH = "October",
PAGES = "1301-1309",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111461"}
@article{bb115182,
AUTHOR = "Pyun, K. and Lim, J. and Gray, R.M.",
TITLE = "A Robust Hidden Markov Gauss Mixture Vector Quantizer for a Noisy
Source",
JOURNAL = IP,
VOLUME = "18",
YEAR = "2009",
NUMBER = "7",
MONTH = "July",
PAGES = "1385-1394",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111462"}
@article{bb115183,
AUTHOR = "Schwier, J.M. and Brooks, R.R. and Griffin, C. and Bukkapatnam, S.",
TITLE = "Zero knowledge hidden Markov model inference",
JOURNAL = PRL,
VOLUME = "30",
YEAR = "2009",
NUMBER = "14",
MONTH = "October",
PAGES = "1273-1280",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111463"}
@article{bb115184,
AUTHOR = "Lim, J. and Pyun, K.",
TITLE = "Cost-Effective Hidden Markov Model-Based Image Segmentation",
JOURNAL = SPLetters,
VOLUME = "16",
YEAR = "2009",
NUMBER = "3",
MONTH = "March",
PAGES = "172-175",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111464"}
@article{bb115185,
AUTHOR = "Ji, S.H. and Carin, L.",
TITLE = "Cost-sensitive feature acquisition and classification",
JOURNAL = PR,
VOLUME = "40",
YEAR = "2007",
NUMBER = "5",
MONTH = "May",
PAGES = "1474-1485",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111465"}
@article{bb115186,
AUTHOR = "Bali, N. and Mohammad Djafari, A.",
TITLE = "Bayesian Approach With Hidden Markov Modeling and Mean Field
Approximation for Hyperspectral Data Analysis",
JOURNAL = IP,
VOLUME = "17",
YEAR = "2008",
NUMBER = "2",
MONTH = "February",
PAGES = "217-225",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111466"}
@inproceedings{bb115187,
AUTHOR = "Bali, N. and Mohammad Djafari, A. and Mohammadpoor, A.",
TITLE = "Joint Dimensionality Reduction, Classification and Segmentation of
Hyperspectral Images",
BOOKTITLE = ICIP06,
YEAR = "2006",
PAGES = "969-972",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111467"}
@article{bb115188,
AUTHOR = "Chatzis, S.P. and Kosmopoulos, D.I. and Varvarigou, T.A.",
TITLE = "Robust Sequential Data Modeling Using an Outlier Tolerant Hidden Markov
Model",
JOURNAL = PAMI,
VOLUME = "31",
YEAR = "2009",
NUMBER = "9",
MONTH = "September",
PAGES = "1657-1669",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111468"}
@article{bb115189,
AUTHOR = "Chatzis, S.P. and Kosmopoulos, D.I.",
TITLE = "A variational Bayesian methodology for hidden Markov models utilizing
Student's-t mixtures",
JOURNAL = PR,
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NUMBER = "2",
MONTH = "February",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111469"}
@article{bb115190,
AUTHOR = "Chatzis, S.P. and Kosmopoulos, D.I.",
TITLE = "Visual Workflow Recognition Using a Variational Bayesian Treatment of
Multistream Fused Hidden Markov Models",
JOURNAL = CirSysVideo,
VOLUME = "22",
YEAR = "2012",
NUMBER = "7",
MONTH = "July",
PAGES = "1076-1086",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111470"}
@article{bb115191,
AUTHOR = "Chatzis, S.P.",
TITLE = "Hidden Markov Models with Nonelliptically Contoured State Densities",
JOURNAL = PAMI,
VOLUME = "32",
YEAR = "2010",
NUMBER = "12",
MONTH = "December",
PAGES = "2297-2304",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111471"}
@article{bb115192,
AUTHOR = "Kosmopoulos, D.I. and Chatzis, S.P.",
TITLE = "Robust Visual Behavior Recognition",
JOURNAL = SPMag,
VOLUME = "27",
YEAR = "2010",
NUMBER = "5",
PAGES = "34-45",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111472"}
@inproceedings{bb115193,
AUTHOR = "Chatzis, S.P. and Tsechpenakis, G.",
TITLE = "The infinite Hidden Markov random field model",
BOOKTITLE = ICCV09,
YEAR = "2009",
PAGES = "654-661",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111473"}
@article{bb115194,
AUTHOR = "Chatzis, S.P. and Demiris, Y.F.",
TITLE = "A reservoir-driven non-stationary hidden Markov model",
JOURNAL = PR,
VOLUME = "45",
YEAR = "2012",
NUMBER = "11",
MONTH = "November",
PAGES = "3985-3996",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111474"}
@inproceedings{bb115195,
AUTHOR = "Chatzis, S.P. and Kosmopoulos, D.I. and Papadourakis, G.M.",
TITLE = "A Nonstationary Hidden Markov Model with Approximately Infinitely-Long
Time-Dependencies",
BOOKTITLE = ISVC14,
YEAR = "2014",
PAGES = "II: 51-62",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111475"}
@article{bb115196,
AUTHOR = "Chatzis, S.P. and Demiris, Y.F.",
TITLE = "The Infinite-Order Conditional Random Field Model for Sequential Data
Modeling",
JOURNAL = PAMI,
VOLUME = "35",
YEAR = "2013",
NUMBER = "6",
MONTH = "June",
PAGES = "1523-1534",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111476"}
@article{bb115197,
AUTHOR = "Ji, S.H. and Watson, L.T. and Carin, L.",
TITLE = "Semisupervised Learning of Hidden Markov Models via a Homotopy Method",
JOURNAL = PAMI,
VOLUME = "31",
YEAR = "2009",
NUMBER = "2",
MONTH = "February",
PAGES = "275-287",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111477"}
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AUTHOR = "Khreich, W. and Granger, E. and Miri, A. and Sabourin, R.",
TITLE = "Adaptive ROC-based ensembles of HMMs applied to anomaly detection",
JOURNAL = PR,
VOLUME = "45",
YEAR = "2012",
NUMBER = "1",
MONTH = "January",
PAGES = "208-230",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111478"}
@article{bb115199,
AUTHOR = "Zhu, H. and He, Z.S. and Leung, H.",
TITLE = "Simultaneous Feature and Model Selection for Continuous Hidden Markov
Models",
JOURNAL = SPLetters,
VOLUME = "19",
YEAR = "2012",
NUMBER = "5",
MONTH = "May",
PAGES = "279-282",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111479"}
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