@article{bb130700,
        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#TT126854"}

@article{bb130701,
        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#TT126855"}

@article{bb130702,
        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#TT126856"}

@inproceedings{bb130703,
        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#TT126857"}

@inproceedings{bb130704,
        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#TT126858"}

@article{bb130705,
        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#TT126859"}

@article{bb130706,
        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#TT126860"}

@article{bb130707,
        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#TT126861"}

@article{bb130708,
        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#TT126862"}

@article{bb130709,
        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#TT126863"}

@inproceedings{bb130710,
        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#TT126864"}

@article{bb130711,
        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#TT126865"}

@article{bb130712,
        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#TT126866"}

@article{bb130713,
        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#TT126867"}

@article{bb130714,
        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#TT126868"}

@article{bb130715,
        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#TT126869"}

@article{bb130716,
        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#TT126870"}

@inproceedings{bb130717,
        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#TT126871"}

@article{bb130718,
        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#TT126872"}

@article{bb130719,
        AUTHOR = "Chatzis, S.P. and Kosmopoulos, D.I.",
        TITLE = "A variational Bayesian methodology for hidden Markov models utilizing
Student's-t mixtures",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "295-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126873"}

@article{bb130720,
        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#TT126874"}

@article{bb130721,
        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#TT126875"}

@article{bb130722,
        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#TT126876"}

@inproceedings{bb130723,
        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#TT126877"}

@article{bb130724,
        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#TT126878"}

@inproceedings{bb130725,
        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#TT126879"}

@article{bb130726,
        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#TT126880"}

@article{bb130727,
        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#TT126881"}

@article{bb130728,
        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#TT126882"}

@article{bb130729,
        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#TT126883"}

@article{bb130730,
        AUTHOR = "Perduca, V. and Nuel, G.",
        TITLE = "Measuring the Influence of Observations in HMMs Through the
Kullback-Leibler Distance",
        JOURNAL = SPLetters,
        VOLUME = "20",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "145-148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126884"}

@article{bb130731,
        AUTHOR = "Henter, G.E. and Kleijn, W.B.",
        TITLE = "Picking up the pieces:
Causal states in noisy data, and how to recover them",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "587-594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126885"}

@article{bb130732,
        AUTHOR = "Henter, G.E. and Kleijn, W.B.",
        TITLE = "Minimum Entropy Rate Simplification of Stochastic Processes",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2487-2500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126886"}

@article{bb130733,
        AUTHOR = "Cavalin, P.R. and Sabourin, R. and Suen, C.Y.",
        TITLE = "LoGID: An adaptive framework combining local and global incremental
learning for dynamic selection of ensembles of HMMs",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3544-3556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126887"}

@article{bb130734,
        AUTHOR = "Cruz, R.M.O. and Sabourin, R. and Cavalcanti, G.D.C. and Ren, T.I.",
        TITLE = "META-DES: A dynamic ensemble selection framework using meta-learning",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "5",
        PAGES = "1925-1935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126888"}

@inproceedings{bb130735,
        AUTHOR = "Cruz, R.M.O. and Sabourin, R. and Cavalcanti, G.D.C.",
        TITLE = "On Meta-learning for Dynamic Ensemble Selection",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1230-1235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126889"}

@article{bb130736,
        AUTHOR = "Lindberg, D.V. and Omre, H.",
        TITLE = "Inference of the Transition Matrix in Convolved Hidden Markov Models
and the Generalized Baum-Welch Algorithm",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "6443-6456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126890"}

@article{bb130737,
        AUTHOR = "Lemeire, J. and Cartella, F.",
        TITLE = "The Forward Procedure for HSMMs based on Expected Duration",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1116-1120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126891"}

@article{bb130738,
        AUTHOR = "Valera, I. and Ruiz, F.J.R. and Perez Cruz, F.",
        TITLE = "Infinite Factorial Unbounded-State Hidden Markov Model",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1816-1828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126892"}

@article{bb130739,
        AUTHOR = "Mattila, R. and Rojas, C.R. and Krishnamurthy, V. and Wahlberg, B.",
        TITLE = "Asymptotically Efficient Identification of Known-Sensor Hidden Markov
Models",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1813-1817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126893"}

@article{bb130740,
        AUTHOR = "Souza, M.A. and Cavalcanti, G.D.C. and Cruz, R.M.O. and Sabourin, R.",
        TITLE = "Online local pool generation for dynamic classifier selection",
        JOURNAL = PR,
        VOLUME = "85",
        YEAR = "2019",
        PAGES = "132-148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126894"}

@inproceedings{bb130741,
        AUTHOR = "Roy, A. and Cruz, R.M.O. and Sabourin, R. and Cavalcanti, G.D.C.",
        TITLE = "Meta-regression based pool size prediction scheme for dynamic
selection of classifiers",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "216-221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126895"}

@article{bb130742,
        AUTHOR = "Palazon Gonzalez, V. and Marzal, A. and Vilar, J.M.",
        TITLE = "On hidden Markov models and cyclic strings for shape recognition",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "7",
        PAGES = "2490-2504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126896"}

@inproceedings{bb130743,
        AUTHOR = "Palazon Gonzalez, V. and Marzal, A. and Vilar, J.M.",
        TITLE = "Cyclic Linear Hidden Markov Models for Shape Classification",
        BOOKTITLE = PSIVT07,
        YEAR = "2007",
        PAGES = "152-165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126897"}

@inproceedings{bb130744,
        AUTHOR = "Palazon Gonzalez, V. and Marzal, A.",
        TITLE = "Cyclic Viterbi Score for Linear Hidden Markov Models",
        BOOKTITLE = IbPRIA07,
        YEAR = "2007",
        PAGES = "II: 339-346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126898"}

@article{bb130745,
        AUTHOR = "Soullard, Y. and Saveski, M. and Artieres, T.",
        TITLE = "Joint semi-supervised learning of Hidden Conditional Random Fields
and Hidden Markov Models",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "161-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126899"}

@article{bb130746,
        AUTHOR = "Derrode, S. and Benyoussef, L. and Pieczynski, W.",
        TITLE = "Subsampling-based HMC parameter estimation with application to large
datasets classification",
        JOURNAL = SIViP,
        VOLUME = "8",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "873-882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126900"}

@article{bb130747,
        AUTHOR = "Bartolucci, F. and Pandolfi, S.",
        TITLE = "Comment on the paper 'On the memory complexity of the
forward-backward algorithm,'",
        JOURNAL = PRL,
        VOLUME = "38",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "15-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126901"}

@article{bb130748,
        AUTHOR = "Lindberg, D.V. and Omre, H.",
        TITLE = "Blind Categorical Deconvolution in Two-Level Hidden Markov Models",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7435-7447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126902"}

@article{bb130749,
        AUTHOR = "Zhang, Z. and Crawford, M.M.",
        TITLE = "A Batch-Mode Regularized Multimetric Active Learning Framework for
Classification of Hyperspectral Images",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6594-6609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126903"}

@article{bb130750,
        AUTHOR = "Zheng, Y. and Jeon, B. and Sun, L. and Zhang, J. and Zhang, H.",
        TITLE = "Student's t-Hidden Markov Model for Unsupervised Learning Using
Localized Feature Selection",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2586-2598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126904"}

@article{bb130751,
        AUTHOR = "Yang, Y. and Jiang, J.M.",
        TITLE = "Bi-weighted ensemble via HMM-based approaches for temporal data
clustering",
        JOURNAL = PR,
        VOLUME = "76",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "391-403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126905"}

@article{bb130752,
        AUTHOR = "Su, B. and Ding, X.Q. and Liu, C.S. and Wu, Y.",
        TITLE = "Heteroscedastic Max-Min Distance Analysis for Dimensionality
Reduction",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4052-4065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126906"}

@inproceedings{bb130753,
        AUTHOR = "Su, B. and Ding, X.Q. and Liu, C.S. and Wu, Y.",
        TITLE = "Heteroscedastic max-min distance analysis",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4539-4547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126907"}

@article{bb130754,
        AUTHOR = "Khmag, A. and Al Haddad, S.A.R. and Ramlee, R.A. and Kamarudin, N. and Malallah, F.L.",
        TITLE = "Natural image noise removal using nonlocal means and hidden Markov
models in transform domain",
        JOURNAL = VC,
        VOLUME = "34",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1661-1675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126908"}

@article{bb130755,
        AUTHOR = "Dridi, N. and Hadzagic, M.",
        TITLE = "Akaike and Bayesian Information Criteria for Hidden Markov Models",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "302-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126909"}

@article{bb130756,
        AUTHOR = "Chen, Y.K. and Ye, J.B. and Li, J.",
        TITLE = "Aggregated Wasserstein Distance and State Registration for Hidden
Markov Models",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2133-2147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126910"}

@article{bb130757,
        AUTHOR = "Chen, M. and Wang, Q. and Li, X.L.",
        TITLE = "Discriminant Analysis with Graph Learning for Hyperspectral Image
Classification",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126911"}

@inproceedings{bb130758,
        AUTHOR = "Chen, M. and Wang, Q. and Li, X.L.",
        TITLE = "Robust Adaptive Sparse Learning Method for Graph Clustering",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "1618-1622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126912"}

@article{bb130759,
        AUTHOR = "He, F. and Nie, F.P. and Wang, R. and Jia, W.M. and Zhang, F.G. and Li, X.L.",
        TITLE = "Semisupervised Band Selection With Graph Optimization for
Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10298-10311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126913"}

@article{bb130760,
        AUTHOR = "Hu, H.J. and Ding, Y. and He, F. and Zhang, F.G. and Zhao, J.W. and Yao, M.",
        TITLE = "Bi-Kernel Graph Neural Network with Adaptive Propagation Mechanism
for Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126914"}

@article{bb130761,
        AUTHOR = "Fan, W.T. and Wang, R. and Bouguila, N.",
        TITLE = "Simultaneous positive sequential vectors modeling and unsupervised
feature selection via continuous hidden Markov models",
        JOURNAL = PR,
        VOLUME = "119",
        YEAR = "2021",
        PAGES = "108073",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126915"}

@article{bb130762,
        AUTHOR = "Su, B. and Zhou, J.H. and Wen, J.R. and Wu, Y.",
        TITLE = "Linear and Deep Order-Preserving Wasserstein Discriminant Analysis",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3123-3138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126916"}

@inproceedings{bb130763,
        AUTHOR = "Su, B. and Zhou, J.H. and Wu, Y.",
        TITLE = "Order-Preserving Wasserstein Discriminant Analysis",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9884-9893",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126917"}

@article{bb130764,
        AUTHOR = "Cheng, X. and Lei, H.",
        TITLE = "Remote Sensing Scene Image Classification Based on mmsCNN-HMM
with Stacking Ensemble Model",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "17",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126918"}

@inproceedings{bb130765,
        AUTHOR = "Awiszus, M. and Rosenhahn, B.",
        TITLE = "Markov Chain Neural Networks",
        BOOKTITLE = Scarce18,
        YEAR = "2018",
        PAGES = "2261-22617",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126919"}

@inproceedings{bb130766,
        AUTHOR = "Chen, Y. and Ye, J.B. and Li, J.",
        TITLE = "A Distance for HMMs Based on Aggregated Wasserstein Metric and State
Registration",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VI: 451-466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126920"}

@inproceedings{bb130767,
        AUTHOR = "Agudelo Espana, D. and Alvarez, M.A. and Orozco, A.A.",
        TITLE = "Definition and Composition of Motor Primitives Using Latent Force
Models and Hidden Markov Models",
        BOOKTITLE = CIARP16,
        YEAR = "2016",
        PAGES = "249-256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126921"}

@inproceedings{bb130768,
        AUTHOR = "Orrite, C. and Rodriguez, M. and Medrano, C.",
        TITLE = "One-shot learning of temporal sequences using a distance dependent
Chinese Restaurant Process",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2694-2699",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126922"}

@inproceedings{bb130769,
        AUTHOR = "Rakicevic, N. and Rudovic, O. and Petridis, S. and Pantic, M.",
        TITLE = "Multi-modal Neural Conditional Ordinal Random Fields for agreement
level estimation",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2228-2233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126923"}

@inproceedings{bb130770,
        AUTHOR = "Feng, S.W. and Duarte, M.F. and Parente, M.",
        TITLE = "Universality of wavelet-based non-homogeneous hidden Markov chain
model features for hyperspectral signatures",
        BOOKTITLE = EarthObserv15,
        YEAR = "2015",
        PAGES = "19-27",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126924"}

@inproceedings{bb130771,
        AUTHOR = "Minh, H.Q. and Cristani, M. and Perina, A. and Murino, V.",
        TITLE = "A regularized spectral algorithm for Hidden Markov Models with
applications in computer vision",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2384-2391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126925"}

@inproceedings{bb130772,
        AUTHOR = "Lei, Y.J. and Wong, W. and Liu, W. and Bennamoun, M.",
        TITLE = "An HMM-SVM-Based Automatic Image Annotation Approach",
        BOOKTITLE = ACCV10,
        YEAR = "2010",
        PAGES = "IV: 115-126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126926"}

@inproceedings{bb130773,
        AUTHOR = "Mittelman, R. and Hero, A.O.",
        TITLE = "Hyperspectral image segmentation and unmixing using hidden Markov trees",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1373-1376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126927"}

@inproceedings{bb130774,
        AUTHOR = "Wang, L.H. and Ip, H.H.S.",
        TITLE = "Combining multiple spatial hidden Markov models in image semantic
classification and annotation",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126928"}

@inproceedings{bb130775,
        AUTHOR = "Roth, V. and Fischer, B.",
        TITLE = "The kernelHMM:
Learning Kernel Combinations in Structured Output Domains",
        BOOKTITLE = DAGM07,
        YEAR = "2007",
        PAGES = "436-445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126929"}

@inproceedings{bb130776,
        AUTHOR = "Davis, R.I.A. and Lovell, B.C. and Caelli, T.M.",
        TITLE = "Improved estimation of hidden Markov model parameters from multiple
observation sequences",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 168-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126930"}

@inproceedings{bb130777,
        AUTHOR = "Kaufmann, G. and Bunke, H. and Hadorn, M.",
        TITLE = "Lexicon Reduction in an HMM-Framework Based on
Quantized Feature Vectors",
        BOOKTITLE = ICDAR97,
        YEAR = "1997",
        PAGES = "1097-1101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126931"}

@inproceedings{bb130778,
        AUTHOR = "Hu, J.Y. and Ray, B. and Han, L.",
        TITLE = "An Interweaved HMM/DTW Approach to Robust Time Series Clustering",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 145-148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126932"}

@inproceedings{bb130779,
        AUTHOR = "Duval, L. and Nguyen, T.Q.",
        TITLE = "Lapped transform domain denoising using hidden Markov trees",
        BOOKTITLE = ICIP03,
        YEAR = "2003",
        PAGES = "I: 125-128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126933"}

@inproceedings{bb130780,
        AUTHOR = "Xuan, G. and Zhang, W. and Chai, P.",
        TITLE = "EM Algorithms of Gaussian Mixture Model and Hidden Markov Model",
        BOOKTITLE = ICIP01,
        YEAR = "2001",
        PAGES = "I: 145-148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126934"}

@inproceedings{bb130781,
        AUTHOR = "Kivinen, J.J. and Sudderth, E.B. and Jordan, M.I.",
        TITLE = "Image Denoising with Nonparametric Hidden Markov Trees",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "III: 121-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126935"}

@inproceedings{bb130782,
        AUTHOR = "Huang, R. and Pavlovic, V. and Metaxas, D.N.",
        TITLE = "Embedded Profile Hidden Markov Models for Shape Analysis",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126936"}

@inproceedings{bb130783,
        AUTHOR = "Huang, R. and Pavlovic, V. and Metaxas, D.N.",
        TITLE = "A Profile Hidden Markov Model Framework for Modeling and Analysis of
Shape",
        BOOKTITLE = ICIP06,
        YEAR = "2006",
        PAGES = "2121-2124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126937"}

@inproceedings{bb130784,
        AUTHOR = "Kozintsev, I.",
        TITLE = "On the Transmission of a Class of Hidden Markov Sources Over Gaussian
Channels with Applications to Image Communication",
        BOOKTITLE = ICIP00,
        YEAR = "2000",
        PAGES = "Vol I: 363-366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126938"}

@inproceedings{bb130785,
        AUTHOR = "Morguet, P. and Lang, M.",
        TITLE = "A Universal HMM-Based Approach to Image Sequence Classification",
        BOOKTITLE = ICIP97,
        YEAR = "1997",
        PAGES = "III: 146-149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126939"}

@inproceedings{bb130786,
        AUTHOR = "Aufmuth, C.",
        TITLE = "Revealing the Hidden Markov Recognizer",
        BOOKTITLE = ICDAR97,
        YEAR = "1997",
        PAGES = "560-563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126940"}

@inproceedings{bb130787,
        AUTHOR = "Bhanu, B. and Burger, W.",
        TITLE = "Signal-to-Symbol Conversion for Structural Object Recognition
Using Hidden Markov Models",
        BOOKTITLE = ARPA94,
        YEAR = "1994",
        PAGES = "II:1287-1291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT126941"}

@string{CCComp = "Complexity of Computer Computation"}

@article{bb130789,
        AUTHOR = "Boult, T.E.",
        TITLE = "Optimal Algorithms: Tools for Mathematical Modeling",
        JOURNAL = "Complexity",
        VOLUME = "3",
        YEAR = "1987",
        PAGES = "183-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575cplx1.html#TT126943"}

@inproceedings{bb130790,
        AUTHOR = "Boult, T.E.",
        TITLE = "Using Optimal Algorithms to Test Model Assumptions in Computer Vision",
        BOOKTITLE = DARPA87,
        YEAR = "1987",
        PAGES = "921-926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575cplx1.html#TT126944"}

@inproceedings{bb130791,
        AUTHOR = "Boult, T.E.",
        TITLE = "What is Regular in Regularization?",
        BOOKTITLE = ICCV87,
        YEAR = "1987",
        PAGES = "457-462",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575cplx1.html#TT126945"}

@article{bb130792,
        AUTHOR = "Perlovsky, L.I.",
        TITLE = "Conundrum of Combinatorial Complexity",
        JOURNAL = PAMI,
        VOLUME = "20",
        YEAR = "1998",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "666-670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575cplx1.html#TT126946"}

@article{bb130793,
        AUTHOR = "Falelakis, M. and Diou, C. and Delopoulos, A.",
        TITLE = "Semantic Identification: Balancing between Complexity and Validity",
        JOURNAL = JASP,
        VOLUME = "2006",
        YEAR = "2006",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575cplx1.html#TT126947"}

@article{bb130794,
        AUTHOR = "Prusa, D. and Werner, T.",
        TITLE = "Universality of the Local Marginal Polytope",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "898-904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575cplx1.html#TT126948"}

@inproceedings{bb130795,
        AUTHOR = "Werner, T. and Prusa, D.",
        TITLE = "Universality of the Local Marginal Polytope",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1738-1743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575cplx1.html#TT126948"}

@article{bb130796,
        AUTHOR = "Marangoni Simonsen, D. and Xie, Y.",
        TITLE = "Sequential Changepoint Approach for Online Community Detection",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1035-1039",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575cplx1.html#TT126949"}

@article{bb130797,
        AUTHOR = "Liang, S. and Luo, J. and Liu, W. and Wei, Y.",
        TITLE = "Sketch Matching on Topology Product Graph",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1723-1729",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575cplx1.html#TT126950"}

@article{bb130798,
        AUTHOR = "Yin, H.B. and Yang, E. and Yu, X. and Xia, Z.",
        TITLE = "Fast Soft Decision Quantization With Adaptive Preselection and
Dynamic Trellis Graph",
        JOURNAL = CirSysVideo,
        VOLUME = "25",
        YEAR = "2015",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1362-1375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575cplx1.html#TT126951"}

@article{bb130799,
        AUTHOR = "Humeau Heurtier, A. and Wu, C.W. and Wu, S.D.",
        TITLE = "Refined Composite Multiscale Permutation Entropy to Overcome
Multiscale Permutation Entropy Length Dependence",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2364-2367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575cplx1.html#TT126952"}

Last update:Aug 19, 2026 at 13:26:35