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@article{bb115303,
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@inproceedings{bb115304,
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classification using combination of suboptimal iterative algorithms",
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        AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.",
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hyperparameters in stochastic image modeling",
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@inproceedings{bb115307,
        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",
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@inproceedings{bb115308,
        AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.",
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neighborhood systems on stochastic image modeling",
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@article{bb115309,
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@inproceedings{bb115310,
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        TITLE = "Continuous Markov Random Field Optimization Using Fusion Move Driven
Markov Chain Monte Carlo Technique",
        BOOKTITLE = ICPR10,
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@inproceedings{bb115311,
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        TITLE = "Markov Chain Monte Carlo combined with deterministic methods for Markov
random field optimization",
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@inproceedings{bb115312,
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        TITLE = "MRF optimization by graph approximation",
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@inproceedings{bb115313,
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        TITLE = "Scanline Sampler without Detailed Balance:
An Efficient MCMC for MRF Optimization",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111593"}

@article{bb115314,
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@article{bb115317,
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@article{bb115318,
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Reweighted Least Squares Minimization",
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Nuclear Norm",
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@inproceedings{bb115320,
        AUTHOR = "Lu, C.Y. and Tang, J.H. and Yan, S.C. and Lin, Z.C.",
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        PAGES = "4130-4137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111600"}

@article{bb115321,
        AUTHOR = "Lu, P. and Peng, X.J. and Zhu, X.S. and Li, R.F.",
        TITLE = "Finding more relevance:
Propagating similarity on Markov random field for object retrieval",
        JOURNAL = SP:IC,
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        YEAR = "2015",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111601"}

@article{bb115322,
        AUTHOR = "Song, D.J. and Liu, W. and Zhou, T.Y. and Tao, D.C. and Meyer, D.A.",
        TITLE = "Efficient Robust Conditional Random Fields",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111602"}

@article{bb115323,
        AUTHOR = "Bousmalis, K. and Zafeiriou, S.P. and Morency, L. and Pantic, M. and Ghahramani, Z.",
        TITLE = "Variational Infinite Hidden Conditional Random Fields",
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        PAGES = "1917-1929",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111603"}

@article{bb115324,
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        TITLE = "Higher-order segmentation via multicuts",
        JOURNAL = CVIU,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111604"}

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        AUTHOR = "Kappes, J.H. and Speth, M. and Reinelt, G. and Schnorr, C.",
        TITLE = "Towards Efficient and Exact MAP-Inference for Large Scale Discrete
Computer Vision Problems via Combinatorial Optimization",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111605"}

@article{bb115326,
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        TITLE = "Gentle ICM energy minimization for Markov random fields with
smoothness-based priors",
        JOURNAL = RealTimeIP,
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@article{bb115327,
        AUTHOR = "Khandelwal, D. and Bhatia, K. and Arora, C. and Singla, P.",
        TITLE = "Lazy Generic Cuts",
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        NUMBER = "1",
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@article{bb115328,
        AUTHOR = "Ha, J. and Jeong, H.",
        TITLE = "A fast scanning based message receiving method on four directed
acyclic subgraphs",
        JOURNAL = JVCIR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111608"}

@article{bb115329,
        AUTHOR = "Nguyen, L.V. and Kodagoda, S. and Ranasinghe, R.",
        TITLE = "Spatial Sensor Selection via Gaussian Markov Random Fields",
        JOURNAL = SMCS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111609"}

@article{bb115330,
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        TITLE = "MAGMA: Multilevel Accelerated Gradient Mirror Descent Algorithm for
Large-Scale Convex Composite Minimization",
        JOURNAL = SIIMS,
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        NUMBER = "4",
        PAGES = "1829-1857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111610"}

@inproceedings{bb115331,
        AUTHOR = "Luong, D.V.N. and Parpas, P. and Rueckert, D. and Rustem, B.",
        TITLE = "Solving MRF Minimization by Mirror Descent",
        BOOKTITLE = ISVC12,
        YEAR = "2012",
        PAGES = "I: 587-598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111611"}

@article{bb115332,
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        TITLE = "Markov Chain Lifting and Distributed ADMM",
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        YEAR = "2017",
        NUMBER = "3",
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        PAGES = "294-298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111612"}

@article{bb115333,
        AUTHOR = "Llorente, F. and Martino, L. and Delgado, D.",
        TITLE = "Parallel Metropolis-Hastings Coupler",
        JOURNAL = SPLetters,
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@article{bb115334,
        AUTHOR = "Huang, X. and Xu, S. and Zhang, C. and Zhang, J.",
        TITLE = "Robust CP Tensor Factorization With Skew Noise",
        JOURNAL = SPLetters,
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@article{bb115335,
        AUTHOR = "Yang, X. and Liu, Z.Y.",
        TITLE = "A Doubly Graduated Method for Inference in Markov Random Field",
        JOURNAL = SIIMS,
        VOLUME = "14",
        YEAR = "2021",
        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111615"}

@inproceedings{bb115336,
        AUTHOR = "Wang, Z.H. and Liu, T. and Shi, Q.F. and Kumar, M.P. and Zhang, J.H.",
        TITLE = "New Convex Relaxations for MRF Inference With Unknown Graphs",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9934-9942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111616"}

@inproceedings{bb115337,
        AUTHOR = "Domokos, C. and Schmidt, F.R. and Cremers, D.",
        TITLE = "MRF Optimization with Separable Convex Prior on Partially Ordered
Labels",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VIII: 341-356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111617"}

@inproceedings{bb115338,
        AUTHOR = "Khandelwal, D. and Singla, P. and Arora, C.",
        TITLE = "Learning Higher Order Potentials for MRFs",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "812-820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111618"}

@inproceedings{bb115339,
        AUTHOR = "Xie, J.W. and Xu, Y.F. and Nijkamp, E. and Wu, Y.N. and Zhu, S.C.",
        TITLE = "Generative Hierarchical Learning of Sparse FRAME Models",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111619"}

@inproceedings{bb115340,
        AUTHOR = "Pagnozzi, A.M. and Dowson, N. and Bradley, A.P. and Boyd, R.N. and Bourgeat, P. and Rose, S.",
        TITLE = "Expectation-Maximization with Image-Weighted Markov Random Fields to
Handle Severe Pathology",
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        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111620"}

@inproceedings{bb115341,
        AUTHOR = "Meir, O. and Galun, M. and Yagev, S. and Basri, R. and Yavneh, I.",
        TITLE = "A Multiscale Variable-Grouping Framework for MRF Energy Minimization",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1805-1813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111621"}

@inproceedings{bb115342,
        AUTHOR = "Li, Y. and Min, D. and Brown, M.S. and Do, M.N. and Lu, J.",
        TITLE = "SPM-BP: Sped-Up PatchMatch Belief Propagation for Continuous MRFs",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "4006-4014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111622"}

@inproceedings{bb115343,
        AUTHOR = "Ahmed, F. and Tarlow, D. and Batra, D.",
        TITLE = "Optimizing Expected Intersection-Over-Union with
Candidate-Constrained CRFs",
        BOOKTITLE = ICCV15,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111623"}

@inproceedings{bb115344,
        AUTHOR = "Ha, J.M. and Jeon, B. and Jeon, J. and Jo, S.Y. and Jeong, H.",
        TITLE = "Cost aggregation table: A theoretic derivation on the Markov random
field and its relation to message passing",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111624"}

@inproceedings{bb115345,
        AUTHOR = "Sun, Q. and Laddha, A. and Batra, D.",
        TITLE = "Active learning for structured probabilistic models with histogram
approximation",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111625"}

@inproceedings{bb115346,
        AUTHOR = "Wang, Z.H. and Zhang, Z.Y. and Geng, N.",
        TITLE = "A Message Passing Algorithm for MRF Inference with Unknown Graphs and
Its Applications",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "IV: 288-302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111626"}

@inproceedings{bb115347,
        AUTHOR = "Wang, J.Y. and Yeung, S.K.",
        TITLE = "A Compact Linear Programming Relaxation for Binary Sub-modular MRF",
        BOOKTITLE = EMMCVPR15,
        YEAR = "2015",
        PAGES = "29-42",
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@inproceedings{bb115348,
        AUTHOR = "Husain, F. and Dellen, L. and Torras, C.",
        TITLE = "Recognizing Point Clouds Using Conditional Random Fields",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
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@inproceedings{bb115349,
        AUTHOR = "Drory, A. and Haubold, C. and Avidan, S. and Hamprecht, F.A.",
        TITLE = "Semi-Global Matching:
A Principled Derivation in Terms of Message Passing",
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@inproceedings{bb115350,
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        TITLE = "Maximum Persistency in Energy Minimization",
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@inproceedings{bb115351,
        AUTHOR = "Savchynskyy, B. and Schmidt, S.",
        TITLE = "Getting Feasible Variable Estimates from Infeasible Ones:
MRF Local Polytope Study",
        BOOKTITLE = PGMs13,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111631"}

@inproceedings{bb115352,
        AUTHOR = "Turmukhambetov, D. and Campbell, N.D.F. and Prince, S.J.D. and Kautz, J.",
        TITLE = "Modeling object appearance using Context-Conditioned Component
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@inproceedings{bb115353,
        AUTHOR = "Campbell, N.D.F. and Subr, K. and Kautz, J.",
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        BOOKTITLE = CVPR13,
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@inproceedings{bb115354,
        AUTHOR = "Saito, M. and Okatani, T. and Deguchi, K.",
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@inproceedings{bb115355,
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@inproceedings{bb115356,
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        TITLE = "Mean Field for Continuous High-order MRFs",
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@inproceedings{bb115357,
        AUTHOR = "Saito, M. and Okatani, T. and Deguchi, K.",
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@inproceedings{bb115358,
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@inproceedings{bb115359,
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@inproceedings{bb115362,
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@inproceedings{bb115363,
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@inproceedings{bb115364,
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@inproceedings{bb115365,
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@inproceedings{bb115366,
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@inproceedings{bb115367,
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        TITLE = "Utilizing Variational Optimization to Learn Markov Random Fields",
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@inproceedings{bb115368,
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        YEAR = "2007",
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@inproceedings{bb115369,
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        TITLE = "Machine learning and multiscale methods in the identification of
bivalve larvae",
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@inproceedings{bb115370,
        AUTHOR = "Tiwari, S. and Gallager, S.",
        TITLE = "Optimizing multiscale texture invariants for the identification of
bivalve larvae",
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speech recognition",
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@article{bb115373,
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        AUTHOR = "Fjortoft, R. and Pieczynski, W. and Delignon, Y.",
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Hidden Markov Chains and Hidden Markov Random Fields",
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@article{bb115376,
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Image Coding",
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        AUTHOR = "Pieczynski, W. and Bouvrais, J. and Michel, C.",
        TITLE = "Estimation of Generalized Mixture in the Case of Correlated Sensors",
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@article{bb115378,
        AUTHOR = "Li, X.L. and Parizeau, M. and Plamondon, R.",
        TITLE = "Training Hidden Markov Models with Multiple Observations:
A Combinatorial Method",
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@article{bb115379,
        AUTHOR = "Kwong, S. and Chau, C.W. and Man, K.F. and Tang, K.S.",
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algorithms",
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@article{bb115381,
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@article{bb115382,
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        PAGES = "197-210",
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@article{bb115383,
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        TITLE = "Diagnostic tools for evaluating and updating hidden Markov models",
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@inproceedings{bb115384,
        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#TT111663"}

@inproceedings{bb115385,
        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",
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@article{bb115386,
        AUTHOR = "Li, H.Z. and Liu, Z.Q.A. and Zhu, X.H.",
        TITLE = "Hidden Markov models with factored Gaussian mixtures densities",
        JOURNAL = PR,
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@article{bb115387,
        AUTHOR = "Bicego, M. and Castellani, U. and Murino, V.",
        TITLE = "A Hidden Markov Model approach for appearance-based 3D object
recognition",
        JOURNAL = PRL,
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        PAGES = "2588-2599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111666"}

@article{bb115388,
        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,
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        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111667"}

@article{bb115389,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111668"}

@article{bb115390,
        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",
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        PAGES = "1902-1911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111669"}

@inproceedings{bb115391,
        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#TT111670"}

@article{bb115392,
        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,
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        YEAR = "2009",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1301-1309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111671"}

@article{bb115393,
        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,
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        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1385-1394",
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@article{bb115394,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111673"}

@article{bb115395,
        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#TT111674"}

@article{bb115396,
        AUTHOR = "Ji, S.H. and Carin, L.",
        TITLE = "Cost-sensitive feature acquisition and classification",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111675"}

@article{bb115397,
        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#TT111676"}

@inproceedings{bb115398,
        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#TT111677"}

@article{bb115399,
        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#TT111678"}

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