@inproceedings{bb110500, AUTHOR = "Ali, A.M. and Farag, A.A. and Gimel'farb, G.L.", TITLE = "Optimizing Binary MRFs with Higher Order Cliques", BOOKTITLE = ECCV08, YEAR = "2008", PAGES = "III: 98-111", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106854"} @inproceedings{bb110501, AUTHOR = "Datta, R. and Hu, J.Y. and Ray, B.", TITLE = "On efficient Viterbi decoding for hidden semi-Markov models", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106855"} @inproceedings{bb110502, AUTHOR = "Szummer, M. and Kohli, P. and Hoiem, D.", TITLE = "Learning CRFs Using Graph Cuts", BOOKTITLE = ECCV08, YEAR = "2008", PAGES = "II: 582-595", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106856"} @inproceedings{bb110503, AUTHOR = "Tappen, M.F.", TITLE = "Utilizing Variational Optimization to Learn Markov Random Fields", BOOKTITLE = CVPR07, YEAR = "2007", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106857"} @inproceedings{bb110504, AUTHOR = "Rother, C. and Kolmogorov, V. and Lempitsky, V. and Szummer, M.", TITLE = "Optimizing Binary MRFs via Extended Roof Duality", BOOKTITLE = CVPR07, YEAR = "2007", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106858"} @inproceedings{bb110505, AUTHOR = "Tiwari, S. and Gallager, S.", TITLE = "Machine learning and multiscale methods in the identification of bivalve larvae", BOOKTITLE = ICCV03, YEAR = "2003", PAGES = "494-500", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106859"} @inproceedings{bb110506, AUTHOR = "Tiwari, S. and Gallager, S.", TITLE = "Optimizing multiscale texture invariants for the identification of bivalve larvae", BOOKTITLE = ICIP03, YEAR = "2003", PAGES = "III: 1061-1064", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106860"} @article{bb110507, AUTHOR = "Rabiner, L.R.", TITLE = "A tutorial on Hidden Markov Models and selected applications in speech recognition", JOURNAL = PIEEE, VOLUME = "77", YEAR = "1989", NUMBER = "2", MONTH = "February", PAGES = "257-286", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT106861"} @inproceedings{bb110508, AUTHOR = "Rabiner, L.R.", TITLE = "A tutorial on Hidden Markov Models and selected applications in speech recognition", BOOKTITLE = "Survey, HMM", YEAR = "1989", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT106861"} @article{bb110509, AUTHOR = "Zhao, Y. and Zhuang, X.H. and Atlas, L. and Anderson, L.", TITLE = "Parameter Estimation and Restoration of Noisy Images Using Gibbs Distributions in Hidden Markov Models", JOURNAL = GMIP, VOLUME = "54", YEAR = "1992", NUMBER = "3", MONTH = "May", PAGES = "187-197", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT106862"} @article{bb110510, AUTHOR = "Delignon, Y. and Marzouki, A. and Pieczynski, W.", TITLE = "Estimation of Generalized Mixtures and Its Application in Image Segmentation", JOURNAL = IP, VOLUME = "6", YEAR = "1997", NUMBER = "10", MONTH = "October", PAGES = "1364-1375", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT106863"} @inproceedings{bb110511, AUTHOR = "Fjortoft, R. and Pieczynski, W. and Delignon, Y.", TITLE = "Generalised Mixture Estimation and Unsupervised Classification based on Hidden Markov Chains and Hidden Markov Random Fields", BOOKTITLE = SCIA01, YEAR = "2001", PAGES = "O-Th3A", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT106864"} @article{bb110512, 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#TT106865"} @article{bb110513, 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#TT106866"} @article{bb110514, 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#TT106867"} @article{bb110515, 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#TT106868"} @article{bb110516, 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#TT106869"} @article{bb110517, 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#TT106870"} @article{bb110518, 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#TT106871"} @article{bb110519, 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#TT106872"} @inproceedings{bb110520, 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#TT106873"} @inproceedings{bb110521, 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#TT106874"} @article{bb110522, 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#TT106875"} @article{bb110523, 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#TT106876"} @article{bb110524, 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#TT106877"} @article{bb110525, 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#TT106878"} @article{bb110526, 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#TT106879"} @inproceedings{bb110527, 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#TT106880"} @article{bb110528, 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#TT106881"} @article{bb110529, 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#TT106882"} @article{bb110530, 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#TT106883"} @article{bb110531, 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#TT106884"} @article{bb110532, 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#TT106885"} @article{bb110533, 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#TT106886"} @inproceedings{bb110534, 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#TT106887"} @article{bb110535, 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#TT106888"} @article{bb110536, 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#TT106889"} @article{bb110537, 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#TT106890"} @article{bb110538, 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#TT106891"} @article{bb110539, 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#TT106892"} @inproceedings{bb110540, 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#TT106893"} @article{bb110541, 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#TT106894"} @inproceedings{bb110542, 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#TT106895"} @article{bb110543, 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#TT106896"} @article{bb110544, 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#TT106897"} @article{bb110545, 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#TT106898"} @article{bb110546, 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#TT106899"} @article{bb110547, 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#TT106900"} @article{bb110548, 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#TT106901"} @article{bb110549, 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#TT106902"} @article{bb110550, 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#TT106903"} @article{bb110551, 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#TT106904"} @inproceedings{bb110552, 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#TT106905"} @article{bb110553, 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#TT106906"} @article{bb110554, 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#TT106907"} @article{bb110555, 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#TT106908"} @article{bb110556, 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#TT106909"} @article{bb110557, 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#TT106910"} @inproceedings{bb110558, 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#TT106911"} @article{bb110559, 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#TT106912"} @inproceedings{bb110560, 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#TT106913"} @inproceedings{bb110561, 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#TT106914"} @article{bb110562, 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#TT106915"} @article{bb110563, 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#TT106916"} @article{bb110564, 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#TT106917"} @article{bb110565, 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#TT106918"} @article{bb110566, 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#TT106919"} @article{bb110567, 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#TT106920"} @article{bb110568, 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#TT106921"} @article{bb110569, 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#TT106922"} @inproceedings{bb110570, 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#TT106923"} @article{bb110571, 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#TT106924"} @article{bb110572, 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#TT106925"} @article{bb110573, 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#TT106926"} @article{bb110574, 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#TT106927"} @inproceedings{bb110575, 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#TT106928"} @article{bb110576, 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#TT106929"} @article{bb110577, 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#TT106930"} @article{bb110578, 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#TT106931"} @article{bb110579, 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#TT106932"} @inproceedings{bb110580, 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#TT106933"} @article{bb110581, 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#TT106934"} @inproceedings{bb110582, 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#TT106935"} @inproceedings{bb110583, 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#TT106936"} @inproceedings{bb110584, 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#TT106937"} @inproceedings{bb110585, 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#TT106938"} @inproceedings{bb110586, 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#TT106939"} @inproceedings{bb110587, 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#TT106940"} @inproceedings{bb110588, 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#TT106941"} @inproceedings{bb110589, 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#TT106942"} @inproceedings{bb110590, 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#TT106943"} @inproceedings{bb110591, 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#TT106944"} @inproceedings{bb110592, 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#TT106945"} @inproceedings{bb110593, 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#TT106946"} @inproceedings{bb110594, 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#TT106947"} @inproceedings{bb110595, 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#TT106948"} @inproceedings{bb110596, 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#TT106949"} @inproceedings{bb110597, 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#TT106950"} @inproceedings{bb110598, 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#TT106951"} @inproceedings{bb110599, 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#TT106952"}