@article{bb153600,
        AUTHOR = "Dattatreya, G.R.",
        TITLE = "Unsupervised context estimation in a mesh of pattern classes for image
recognition",
        JOURNAL = PR,
        VOLUME = "24",
        YEAR = "1991",
        NUMBER = "7",
        PAGES = "685-694",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149512"}

@inproceedings{bb153601,
        AUTHOR = "Dattatreya, G.R.",
        TITLE = "Estimation of class correlation parameters in images for context
classification",
        BOOKTITLE = ICPR90,
        YEAR = "1990",
        PAGES = "I: 937-941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149513"}

@article{bb153602,
        AUTHOR = "Dattatreya, G.R.",
        TITLE = "Gaussian mixture parameter estimation with known means and unknown
class-dependent variances",
        JOURNAL = PR,
        VOLUME = "35",
        YEAR = "2002",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1611-1616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149514"}

@article{bb153603,
        AUTHOR = "Dattatreya, G.R. and Fang, X.R.F.",
        TITLE = "Parameter estimation: known vector signals in unknown Gaussian noise",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2317-2332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149515"}

@article{bb153604,
        AUTHOR = "Aylward, S.R.",
        TITLE = "Continuous mixture modeling via goodness-of-fit ridges",
        JOURNAL = PR,
        VOLUME = "35",
        YEAR = "2002",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1821-1833",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149516"}

@article{bb153605,
        AUTHOR = "Govaert, G. and Nadif, M.",
        TITLE = "Clustering with block mixture models",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "463-473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149517"}

@article{bb153606,
        AUTHOR = "Govaert, G. and Nadif, M.",
        TITLE = "An EM Algorithm for the Block Mixture Model",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "643-647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149518"}

@article{bb153607,
        AUTHOR = "Frey, B.J. and Jojic, N.",
        TITLE = "Transformation-invariant clustering using the EM algorithm",
        JOURNAL = PAMI,
        VOLUME = "25",
        YEAR = "2003",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1-17",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149519"}

@inproceedings{bb153608,
        AUTHOR = "Frey, B.J. and Jojic, N.",
        TITLE = "Estimating Mixture Models of Images and Inferring Spatial Transformations
Using the EM Algorithm",
        BOOKTITLE = CVPR99,
        YEAR = "1999",
        PAGES = "I: 416-422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149520"}

@inproceedings{bb153609,
        AUTHOR = "Frey, B.J. and Jojic, N.",
        TITLE = "Transformed Component Analysis: Joint Estimation of Spatial
Transformations and Image Components",
        BOOKTITLE = ICCV99,
        YEAR = "1999",
        PAGES = "1190-1196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149521"}

@inproceedings{bb153610,
        AUTHOR = "Perina, A. and Cristani, M. and Murino, V.",
        TITLE = "2LDA: Segmentation for Recognition",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "995-998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149522"}

@inproceedings{bb153611,
        AUTHOR = "Perina, A. and Jojic, N. and Castellani, U. and Cristani, M. and Murino, V.",
        TITLE = "Object Recognition with Hierarchical Stel Models",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "VI: 15-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149523"}

@article{bb153612,
        AUTHOR = "Perina, A. and Jojic, N. and Cristani, M. and Murino, V.",
        TITLE = "Stel Component Analysis: Joint Segmentation, Modeling and Recognition
of Objects Classes",
        JOURNAL = IJCV,
        VOLUME = "100",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "December",
        PAGES = "241-260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149524"}

@inproceedings{bb153613,
        AUTHOR = "Jojic, N. and Perina, A. and Cristani, M. and Murino, V. and Frey, B.J.",
        TITLE = "Stel component analysis: Modeling spatial correlations in image class
structure",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2044-2051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149525"}

@inproceedings{bb153614,
        AUTHOR = "Frey, B.J. and Jojic, N. and Kannan, A.",
        TITLE = "Learning appearance and transparency manifolds of occluded objects in
layers",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "I: 45-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149526"}

@inproceedings{bb153615,
        AUTHOR = "Jojic, N. and Petrovic, N. and Frey, B.J. and Huang, T.S.",
        TITLE = "Transformed Hidden Markov Models: Estimating Mixture Models of Images
and Inferring Spatial Transformations in Video Sequences",
        BOOKTITLE = CVPR00,
        YEAR = "2000",
        PAGES = "II: 26-33",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149527"}

@article{bb153616,
        AUTHOR = "Titsias, M.K. and Likas, A.C.",
        TITLE = "Class conditional density estimation using mixtures with constrained
component sharing",
        JOURNAL = PAMI,
        VOLUME = "25",
        YEAR = "2003",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "924-928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149528"}

@article{bb153617,
        AUTHOR = "Constantinopoulos, C. and Titsias, M.K. and Likas, A.C.",
        TITLE = "Bayesian Feature and Model Selection for Gaussian Mixture Models",
        JOURNAL = PAMI,
        VOLUME = "28",
        YEAR = "2006",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1013-1018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149529"}

@article{bb153618,
        AUTHOR = "Nikou, C. and Galatsanos, N.P. and Likas, A.C.",
        TITLE = "A Class-Adaptive Spatially Variant Mixture Model for Image Segmentation",
        JOURNAL = IP,
        VOLUME = "16",
        YEAR = "2007",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1121-1130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149530"}

@inproceedings{bb153619,
        AUTHOR = "Constantinopoulos, C. and Likas, A.C.",
        TITLE = "Image Modeling and Segmentation Using Incremental Bayesian Mixture
Models",
        BOOKTITLE = CAIP07,
        YEAR = "2007",
        PAGES = "596-603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149531"}

@article{bb153620,
        AUTHOR = "Zhang, Z.H. and Chen, C.B. and Sun, J. and Chan, K.L.",
        TITLE = "EM algorithms for Gaussian mixtures with split-and-merge operation",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1973-1983",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149532"}

@article{bb153621,
        AUTHOR = "Igual, J. and Camacho, A. and Bernabeu, P. and Vergara, L.",
        TITLE = "A maximum a posteriori estimate for the source separation problem with
statistical knowledge about the mixing matrix",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "2519-2523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149533"}

@article{bb153622,
        AUTHOR = "Zhang, B.B. and Zhang, C.S. and Yi, X.",
        TITLE = "Competitive EM algorithm for finite mixture models",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "131-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149534"}

@article{bb153623,
        AUTHOR = "Zhang, M.H. and Cheng, Q.S.",
        TITLE = "Determine the number of components in a mixture model by the extended
KS test",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "211-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149535"}

@article{bb153624,
        AUTHOR = "Liu, W.X. and Zheng, N.N.",
        TITLE = "Learning sparse features for classification by mixture models",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "155-161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149536"}

@article{bb153625,
        AUTHOR = "Zivkovic, Z. and van der Heijden, F.",
        TITLE = "Recursive unsupervised learning of finite mixture models",
        JOURNAL = PAMI,
        VOLUME = "26",
        YEAR = "2004",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "651-656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149537"}

@article{bb153626,
        AUTHOR = "Wang, H.X. and Zhang, Q.B. and Luo, B. and Wei, S.",
        TITLE = "Robust mixture modelling using multivariate t-distribution with missing
information",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "6",
        MONTH = "April",
        PAGES = "701-710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149538"}

@article{bb153627,
        AUTHOR = "Wang, H.X. and Luo, B. and Zhang, Q.B. and Wei, S.",
        TITLE = "Estimation for the number of components in a mixture model using
stepwise split-and-merge EM algorithm",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "1799-1809",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149539"}

@inproceedings{bb153628,
        AUTHOR = "Chen, S.B. and Wang, H.X. and Luo, B.",
        TITLE = "On Dynamic Weighting of Data in Clustering with K-Alpha Means",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "774-777",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149540"}

@article{bb153629,
        AUTHOR = "Settle, J.J.",
        TITLE = "On the use of remotely sensed data to estimate spatially averaged
geophysical variables",
        JOURNAL = GeoRS,
        VOLUME = "42",
        YEAR = "2004",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "620-631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149541"}

@article{bb153630,
        AUTHOR = "Settle, J.J.",
        TITLE = "On the residual term in the linear mixture model and its dependence on
the point spread function",
        JOURNAL = GeoRS,
        VOLUME = "43",
        YEAR = "2005",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "398-401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149542"}

@article{bb153631,
        AUTHOR = "Settle, J.J.",
        TITLE = "On the Effect of Variable Endmember Spectra in the Linear Mixture Model",
        JOURNAL = GeoRS,
        VOLUME = "44",
        YEAR = "2006",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "389-396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149543"}

@article{bb153632,
        AUTHOR = "Xiong, Y.M. and Yeung, D.Y.",
        TITLE = "Time series clustering with ARMA mixtures",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1675-1689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149544"}

@article{bb153633,
        AUTHOR = "Yang, X.Y. and Krishnan, S.M.",
        TITLE = "Image segmentation using finite mixtures and spatial information",
        JOURNAL = IVC,
        VOLUME = "22",
        YEAR = "2004",
        NUMBER = "9",
        MONTH = "August",
        PAGES = "735-745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149545"}

@article{bb153634,
        AUTHOR = "Bouguila, N. and Ziou, D. and Vaillancourt, J.",
        TITLE = "Unsupervised Learning of a Finite Mixture Model Based on the Dirichlet
Distribution and Its Application",
        JOURNAL = IP,
        VOLUME = "13",
        YEAR = "2004",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1533-1543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149546"}

@article{bb153635,
        AUTHOR = "Bouguila, N. and Ziou, D.",
        TITLE = "Using unsupervised learning of a finite Dirichlet mixture model to
improve pattern recognition applications",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1916-1925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149547"}

@inproceedings{bb153636,
        AUTHOR = "Bouguila, N. and Ziou, D.",
        TITLE = "MML-Based Approach for High-Dimensional Unsupervised Learning Using the
Generalized Dirichlet Mixture",
        BOOKTITLE = LCV05,
        YEAR = "2005",
        PAGES = "III: 53-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149548"}

@inproceedings{bb153637,
        AUTHOR = "Ziou, D. and Bouguila, N.",
        TITLE = "Unsupervised learning of a finite gamma mixture using MML:
Application to SAR image analysis",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "II: 68-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149549"}

@article{bb153638,
        AUTHOR = "Bouguila, N. and Ziou, D.",
        TITLE = "A Hybrid SEM Algorithm for High-Dimensional Unsupervised Learning Using
a Finite Generalized Dirichlet Mixture",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "9",
        MONTH = "August",
        PAGES = "2657-2668",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149550"}

@inproceedings{bb153639,
        AUTHOR = "Bouguila, N. and Ziou, D.",
        TITLE = "Powerful finite mixture model based on the generalized dirichlet
distribution: unsupervised learning and applications",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 280-283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149551"}

@article{bb153640,
        AUTHOR = "Bouguila, N. and Ziou, D.",
        TITLE = "Unsupervised learning of a finite discrete mixture: Applications to
texture modeling and image databases summarization",
        JOURNAL = JVCIR,
        VOLUME = "18",
        YEAR = "2007",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "295-309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149552"}

@article{bb153641,
        AUTHOR = "Bouguila, N. and Ziou, D.",
        TITLE = "High-Dimensional Unsupervised Selection and Estimation of a Finite
Generalized Dirichlet Mixture Model Based on Minimum Message Length",
        JOURNAL = PAMI,
        VOLUME = "29",
        YEAR = "2007",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1716-1731",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149553"}

@article{bb153642,
        AUTHOR = "Bouguila, N.",
        TITLE = "Bayesian hybrid generative discriminative learning based on finite
Liouville mixture models",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1183-1200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149554"}

@article{bb153643,
        AUTHOR = "Bouguila, N.",
        TITLE = "Infinite Liouville mixture models with application to text and texture
categorization",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "103-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149555"}

@article{bb153644,
        AUTHOR = "Allili, M.S. and Ziou, D. and Bouguila, N. and Boutemedjet, S.",
        TITLE = "Image and Video Segmentation by Combining Unsupervised Generalized
Gaussian Mixture Modeling and Feature Selection",
        JOURNAL = CirSysVideo,
        VOLUME = "20",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1373-1377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149556"}

@inproceedings{bb153645,
        AUTHOR = "Allili, M.S. and Ziou, D. and Bouguila, N. and Boutemedjet, S.",
        TITLE = "Unsupervised Feature Selection and Learning for Image Segmentation",
        BOOKTITLE = CRV10,
        YEAR = "2010",
        PAGES = "285-292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149557"}

@inproceedings{bb153646,
        AUTHOR = "Lariviere, G. and Allili, M.S.",
        TITLE = "A Learning Probabilistic Approach for Object Segmentation",
        BOOKTITLE = CRV12,
        YEAR = "2012",
        PAGES = "86-93",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149558"}

@article{bb153647,
        AUTHOR = "Bouguila, N. and El Guebaly, W.",
        TITLE = "Discrete data clustering using finite mixture models",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "33-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149559"}

@inproceedings{bb153648,
        AUTHOR = "Maanicshah, K. and Amayri, M. and Bouguila, N.",
        TITLE = "Interactive Generalized Dirichlet Mixture Allocation Model",
        BOOKTITLE = SSSPR22,
        YEAR = "2022",
        PAGES = "33-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149560"}

@inproceedings{bb153649,
        AUTHOR = "Nguyen, H. and Maanicshah, K. and Azam, M. and Bouguila, N.",
        TITLE = "Data Clustering Using Variational Learning of Finite Scaled Dirichlet
Mixture Models with Component Splitting",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "II:117-128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149561"}

@inproceedings{bb153650,
        AUTHOR = "Maanicshah, K. and Ali, S. and Fan, W.T. and Bouguila, N.",
        TITLE = "Unsupervised Variational Learning of Finite Generalized Inverted
Dirichlet Mixture Models with Feature Selection and Component Splitting",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "II:94-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149562"}

@inproceedings{bb153651,
        AUTHOR = "Bouguila, N.",
        TITLE = "Non-Gaussian mixture image models prediction",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "2580-2583",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149563"}

@article{bb153652,
        AUTHOR = "Boutemedjet, S. and Bouguila, N. and Ziou, D.",
        TITLE = "A Hybrid Feature Extraction Selection Approach for High-Dimensional
Non-Gaussian Data Clustering",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1429-1443",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149564"}

@inproceedings{bb153653,
        AUTHOR = "Boutemedjet, S. and Bouguila, N. and Ziou, D.",
        TITLE = "Unsupervised Feature and Model Selection for Generalized Dirichlet
Mixture Models",
        BOOKTITLE = ICIAR07,
        YEAR = "2007",
        PAGES = "330-341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149565"}

@article{bb153654,
        AUTHOR = "El Guebaly, T. and Bouguila, N.",
        TITLE = "Generalized Gaussian mixture models as a nonparametric Bayesian
approach for clustering using class-specific visual features",
        JOURNAL = JVCIR,
        VOLUME = "23",
        YEAR = "2012",
        NUMBER = "8",
        MONTH = "November",
        PAGES = "1199-1212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149566"}

@article{bb153655,
        AUTHOR = "El Guebaly, T. and Bouguila, N.",
        TITLE = "Finite asymmetric generalized Gaussian mixture models learning for
infrared object detection",
        JOURNAL = CVIU,
        VOLUME = "117",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "1659-1671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149567"}

@article{bb153656,
        AUTHOR = "Song, Z.Y. and Ali, S. and Bouguila, N.",
        TITLE = "Background subtraction using infinite asymmetric Gaussian mixture
models with simultaneous feature selection",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "11",
        MONTH = "September",
        PAGES = "2321-2332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149568"}

@inproceedings{bb153657,
        AUTHOR = "Song, Z.Y. and Ali, S. and Bouguila, N.",
        TITLE = "Bayesian Learning of Infinite Asymmetric Gaussian Mixture Models for
Background Subtraction",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "I:264-274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149569"}

@article{bb153658,
        AUTHOR = "El Guebaly, T. and Bouguila, N.",
        TITLE = "Simultaneous high-dimensional clustering and feature selection using
asymmetric Gaussian mixture models",
        JOURNAL = IVC,
        VOLUME = "34",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "27-41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149570"}

@article{bb153659,
        AUTHOR = "Bouguila, N. and Ghimire, M.N.",
        TITLE = "Discrete visual features modeling via leave-one-out likelihood
estimation and applications",
        JOURNAL = JVCIR,
        VOLUME = "21",
        YEAR = "2010",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "613-626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149571"}

@article{bb153660,
        AUTHOR = "Jin, H.D. and Leung, K.S. and Wong, M.L. and Xu, Z.B.",
        TITLE = "Scalable model-based cluster analysis using clustering features",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "637-649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149572"}

@article{bb153661,
        AUTHOR = "Jin, H.D. and Wong, M.L. and Leung, K.S.",
        TITLE = "Scalable Model-Based Clustering for Large Databases Based on Data
Summarization",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1710-1719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149573"}

@article{bb153662,
        AUTHOR = "Aiyer, A. and Pyun, K.P. and Huang, Y.Z. and O'Brien, D.B. and Gray, R.M.",
        TITLE = "Lloyd clustering of Gauss mixture models for image compression and
classification",
        JOURNAL = SP:IC,
        VOLUME = "20",
        YEAR = "2005",
        NUMBER = "5",
        MONTH = "June",
        PAGES = "459-485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149574"}

@article{bb153663,
        AUTHOR = "Pernkopf, F. and Bouchaffra, D.",
        TITLE = "Genetic-Based EM Algorithm for Learning Gaussian Mixture Models",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1344-1348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149575"}

@article{bb153664,
        AUTHOR = "Zhang, B.B. and Zhang, C.S. and Yi, X.",
        TITLE = "Active curve axis Gaussian mixture models",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2351-2362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149576"}

@article{bb153665,
        AUTHOR = "Ma, J.W. and Fu, S.Q.",
        TITLE = "On the correct convergence of the EM algorithm for Gaussian mixtures",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2602-2611",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149577"}

@article{bb153666,
        AUTHOR = "Haertel, V.F. and Shimabukuro, Y.E.",
        TITLE = "Spectral linear mixing model in low spatial resolution image data",
        JOURNAL = GeoRS,
        VOLUME = "43",
        YEAR = "2005",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2555-2562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149578"}

@article{bb153667,
        AUTHOR = "Shi, Z.W. and Tang, H.W. and Tang, Y.Y.",
        TITLE = "Blind source separation of more sources than mixtures using sparse
mixture models",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2491-2499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149579"}

@article{bb153668,
        AUTHOR = "Shi, Z.W. and Zhang, C.S.",
        TITLE = "Fast nonlinear autocorrelation algorithm for source separation",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1732-1741",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149580"}

@article{bb153669,
        AUTHOR = "Permuter, H.H. and Francos, J.M. and Jermyn, I.H.",
        TITLE = "A study of Gaussian mixture models of color and texture features for
image classification and segmentation",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "695-706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149581"}

@article{bb153670,
        AUTHOR = "Paalanen, P. and Kamarainen, J.K. and Ilonen, J. and Kalviainen, H.",
        TITLE = "Feature representation and discrimination based on Gaussian mixture
model probability densities: Practices and algorithms",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1346-1358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149582"}

@article{bb153671,
        AUTHOR = "Zhou, X. and Wang, X.",
        TITLE = "Optimisation of Gaussian mixture model for satellite image
classification",
        JOURNAL = VISP,
        VOLUME = "153",
        YEAR = "2006",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "349-356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149583"}

@article{bb153672,
        AUTHOR = "Brandt, S.S.",
        TITLE = "Maximum Likelihood Robust Regression by Mixture Models",
        JOURNAL = JMIV,
        VOLUME = "25",
        YEAR = "2006",
        NUMBER = "1",
        MONTH = "July",
        PAGES = "25-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149584"}

@article{bb153673,
        AUTHOR = "Tawfick, M.M. and Abbas, H.M. and Shahein, H.I.",
        TITLE = "An integer-coded evolutionary approach for mixture maximum likelihood
clustering",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "515-524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149585"}

@article{bb153674,
        AUTHOR = "Goldberger, J. and Greenspan, H.K. and Dreyfuss, J.",
        TITLE = "Simplifying Mixture Models Using the Unscented Transform",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1496-1502",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149586"}

@inproceedings{bb153675,
        AUTHOR = "Rotem, O. and Greenspan, H.K. and Goldberger, J.",
        TITLE = "Combining Region and Edge Cues for Image Segmentation in a
Probabilistic Gaussian Mixture Framework",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149587"}

@article{bb153676,
        AUTHOR = "Reddy, C.K. and Chiang, H.D. and Rajaratnam, B.",
        TITLE = "TRUST-TECH-Based Expectation Maximization for Learning Finite Mixture
Models",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1146-1157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149588"}

@article{bb153677,
        AUTHOR = "Omachi, S. and Omachi, M. and Aso, H.",
        TITLE = "An Approximation Method of the Quadratic Discriminant Function and Its
Application to Estimation of High-Dimensional Distribution",
        JOURNAL = IEICE,
        VOLUME = "E90-D",
        YEAR = "2007",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1160-1167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149589"}

@inproceedings{bb153678,
        AUTHOR = "Omachi, S. and Sun, F. and Aso, H.",
        TITLE = "A Discriminant Function for Noisy Pattern Recognition",
        BOOKTITLE = SCIA99,
        YEAR = "1999",
        PAGES = "Statistical Methods",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149590"}

@inproceedings{bb153679,
        AUTHOR = "Sun, F. and Omachi, S. and Aso, H.",
        TITLE = "An Algorithm for Estimating Mixture Distribution of High Dimensional
Vectors and its Application to Character Recognition",
        BOOKTITLE = SCIA99,
        YEAR = "1999",
        PAGES = "Statistical Methods",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149591"}

@article{bb153680,
        AUTHOR = "Liang, Z. and Wang, S.",
        TITLE = "An EM Approach to MAP Solution of Segmenting Tissue Mixtures:
A Numerical Analysis",
        JOURNAL = MedImg,
        VOLUME = "28",
        YEAR = "2009",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "297-310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149592"}

@article{bb153681,
        AUTHOR = "Wang, S. and Liang, Z.",
        TITLE = "An EM Approach to MAP Solution of Segmenting Tissue Mixtures:
A Numerical Analysis",
        JOURNAL = MedImg,
        VOLUME = "28",
        YEAR = "2009",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "631-631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149592"}

@article{bb153682,
        AUTHOR = "Sabuncu, M.R. and Balci, S.K. and Shenton, M.E. and Golland, P.",
        TITLE = "Image-Driven Population Analysis Through Mixture Modeling",
        JOURNAL = MedImg,
        VOLUME = "28",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1473-1487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149593"}

@article{bb153683,
        AUTHOR = "Yamada, M. and Sugiyama, M.",
        TITLE = "Direct Importance Estimation with Gaussian Mixture Models",
        JOURNAL = IEICE,
        VOLUME = "E92-D",
        YEAR = "2009",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2159-2162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149594"}

@article{bb153684,
        AUTHOR = "Bruneau, P. and Gelgon, M. and Picarougne, F.",
        TITLE = "Parsimonious reduction of Gaussian mixture models with a
variational-Bayes approach",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "850-858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149595"}

@inproceedings{bb153685,
        AUTHOR = "Bruneau, P. and Gelgon, M. and Picarougne, F.",
        TITLE = "Parameter-based reduction of Gaussian mixture models with a
variational-Bayes approach",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149596"}

@article{bb153686,
        AUTHOR = "Kristan, M. and Skocaj, D. and Leonardis, A.",
        TITLE = "Online kernel density estimation for interactive learning",
        JOURNAL = IVC,
        VOLUME = "28",
        YEAR = "2010",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1106-1116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149597"}

@article{bb153687,
        AUTHOR = "Kristan, M. and Leonardis, A. and Skocaj, D.",
        TITLE = "Multivariate online kernel density estimation with Gaussian kernels",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2630-2642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149598"}

@inproceedings{bb153688,
        AUTHOR = "Kristan, M. and Leonardis, A.",
        TITLE = "Online Discriminative Kernel Density Estimation",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "581-584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149599"}

@article{bb153689,
        AUTHOR = "Vogler, N. and Bocklitz, T. and Mariani, M. and Deckert, V. and Markova, A. and Schelkens, P. and Rosch, P. and Akimov, D. and Dietzek, B. and Popp, J.",
        TITLE = "Separation of CARS image contributions with a Gaussian mixture model",
        JOURNAL = JOSA-A,
        VOLUME = "27",
        YEAR = "2010",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1361-1371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149600"}

@article{bb153690,
        AUTHOR = "Hidot, S. and Saint Jean, C.",
        TITLE = "An Expectation-Maximization algorithm for the Wishart mixture model:
Application to movement clustering",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "2318-2324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149601"}

@article{bb153691,
        AUTHOR = "Rabbani, H. and Gazor, S.",
        TITLE = "Image denoising employing local mixture models in sparse domains",
        JOURNAL = IET-IPR,
        VOLUME = "4",
        YEAR = "2010",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "413-428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149602"}

@article{bb153692,
        AUTHOR = "Sun, J.Y. and Kaban, A. and Garibaldi, J.M.",
        TITLE = "Robust mixture clustering using Pearson type VII distribution",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2447-2454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149603"}

@article{bb153693,
        AUTHOR = "Ulker, Y. and Gunsel, B. and Cemgil, A.T.",
        TITLE = "Annealed SMC Samplers for Nonparametric Bayesian Mixture Models",
        JOURNAL = SPLetters,
        VOLUME = "18",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "3-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149604"}

@inproceedings{bb153694,
        AUTHOR = "Ulker, Y. and Gunsel, B. and Cemgil, A.T.",
        TITLE = "Annealed SMC Samplers for Dirichlet Process Mixture Models",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2808-2811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149605"}

@article{bb153695,
        AUTHOR = "Xie, C.H. and Song, Y.Q. and Chen, J.M.",
        TITLE = "Fast medical image mixture density clustering segmentation using
stratification sampling and kernel density estimation",
        JOURNAL = SIViP,
        VOLUME = "5",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "257-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149606"}

@article{bb153696,
        AUTHOR = "Ma, Z.Y. and Leijon, A.",
        TITLE = "Bayesian Estimation of Beta Mixture Models with Variational Inference",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2160-2173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149607"}

@inproceedings{bb153697,
        AUTHOR = "Ma, Z.Y. and Leijon, A.",
        TITLE = "Beta mixture models and the application to image classification",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "2045-2048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149608"}

@article{bb153698,
        AUTHOR = "Taghia, J. and Ma, Z.Y. and Leijon, A.",
        TITLE = "Bayesian Estimation of the von-Mises Fisher Mixture Model with
Variational Inference",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1701-1715",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149609"}

@article{bb153699,
        AUTHOR = "Ma, Z.Y. and Rana, P.K. and Taghia, J. and Flierl, M. and Leijon, A.",
        TITLE = "Bayesian estimation of Dirichlet mixture model with variational
inference",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "9",
        PAGES = "3143-3157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149610"}

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