@article{bb133100,
        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#TT129153"}

@article{bb133101,
        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#TT129154"}

@inproceedings{bb133102,
        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#TT129155"}

@article{bb133103,
        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#TT129156"}

@article{bb133104,
        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#TT129157"}

@article{bb133105,
        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#TT129158"}

@article{bb133106,
        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#TT129159"}

@article{bb133107,
        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#TT129160"}

@article{bb133108,
        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#TT129161"}

@article{bb133109,
        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#TT129162"}

@inproceedings{bb133110,
        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#TT129163"}

@inproceedings{bb133111,
        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#TT129164"}

@article{bb133112,
        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#TT129165"}

@inproceedings{bb133113,
        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#TT129166"}

@article{bb133114,
        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#TT129167"}

@article{bb133115,
        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#TT129168"}

@article{bb133116,
        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#TT129169"}

@article{bb133117,
        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#TT129170"}

@article{bb133118,
        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#TT129171"}

@inproceedings{bb133119,
        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#TT129172"}

@inproceedings{bb133120,
        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#TT129173"}

@article{bb133121,
        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#TT129174"}

@inproceedings{bb133122,
        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#TT129175"}

@inproceedings{bb133123,
        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#TT129176"}

@inproceedings{bb133124,
        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#TT129177"}

@inproceedings{bb133125,
        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#TT129178"}

@article{bb133126,
        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#TT129179"}

@inproceedings{bb133127,
        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#TT129180"}

@article{bb133128,
        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#TT129181"}

@article{bb133129,
        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#TT129182"}

@article{bb133130,
        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#TT129183"}

@inproceedings{bb133131,
        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#TT129184"}

@article{bb133132,
        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#TT129185"}

@article{bb133133,
        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#TT129186"}

@article{bb133134,
        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#TT129187"}

@article{bb133135,
        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#TT129188"}

@article{bb133136,
        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#TT129189"}

@article{bb133137,
        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#TT129190"}

@article{bb133138,
        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#TT129191"}

@article{bb133139,
        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#TT129192"}

@article{bb133140,
        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#TT129193"}

@article{bb133141,
        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#TT129194"}

@article{bb133142,
        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#TT129195"}

@article{bb133143,
        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#TT129196"}

@article{bb133144,
        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#TT129197"}

@article{bb133145,
        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#TT129198"}

@article{bb133146,
        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#TT129199"}

@article{bb133147,
        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#TT129200"}

@article{bb133148,
        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#TT129201"}

@inproceedings{bb133149,
        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#TT129202"}

@article{bb133150,
        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#TT129203"}

@article{bb133151,
        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#TT129204"}

@inproceedings{bb133152,
        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#TT129205"}

@inproceedings{bb133153,
        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#TT129206"}

@article{bb133154,
        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#TT129207"}

@article{bb133155,
        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#TT129207"}

@article{bb133156,
        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#TT129208"}

@article{bb133157,
        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#TT129209"}

@article{bb133158,
        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#TT129210"}

@inproceedings{bb133159,
        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#TT129211"}

@article{bb133160,
        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#TT129212"}

@article{bb133161,
        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#TT129213"}

@inproceedings{bb133162,
        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#TT129214"}

@article{bb133163,
        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#TT129215"}

@article{bb133164,
        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#TT129216"}

@article{bb133165,
        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#TT129217"}

@article{bb133166,
        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#TT129218"}

@article{bb133167,
        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#TT129219"}

@inproceedings{bb133168,
        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#TT129220"}

@article{bb133169,
        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#TT129221"}

@article{bb133170,
        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#TT129222"}

@inproceedings{bb133171,
        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#TT129223"}

@article{bb133172,
        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#TT129224"}

@article{bb133173,
        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#TT129225"}

@article{bb133174,
        AUTHOR = "Taghia, J. and Leijon, A.",
        TITLE = "Variational Inference for Watson Mixture Model",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1886-1900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129226"}

@article{bb133175,
        AUTHOR = "Chatzis, S.P. and Tsechpenakis, G.",
        TITLE = "A possibilistic clustering approach toward generative mixture models",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1819-1825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129227"}

@article{bb133176,
        AUTHOR = "Platanios, E.A. and Chatzis, S.P.",
        TITLE = "Gaussian Process-Mixture Conditional Heteroscedasticity",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "888-900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129228"}

@article{bb133177,
        AUTHOR = "Raitoharju, M. and Ali Loytty, S.",
        TITLE = "An Adaptive Derivative Free Method for Bayesian Posterior Approximation",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "87-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129229"}

@article{bb133178,
        AUTHOR = "Browne, R.P. and McNicholas, P.D. and Sparling, M.D.",
        TITLE = "Model-Based Learning Using a Mixture of Mixtures of Gaussian and
Uniform Distributions",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "814-817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129230"}

@article{bb133179,
        AUTHOR = "Franczak, B.C. and Browne, R.P. and McNicholas, P.D.",
        TITLE = "Mixtures of Shifted Asymmetric Laplace Distributions",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1149-1157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129231"}

@article{bb133180,
        AUTHOR = "Gallaugher, M.P.B. and McNicholas, P.D.",
        TITLE = "Finite mixtures of skewed matrix variate distributions",
        JOURNAL = PR,
        VOLUME = "80",
        YEAR = "2018",
        PAGES = "83-93",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129232"}

@article{bb133181,
        AUTHOR = "Andrews, J.L. and McNicholas, P.D.",
        TITLE = "Using evolutionary algorithms for model-based clustering",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "987-992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129233"}

@article{bb133182,
        AUTHOR = "Tits, L. and Somers, B. and Coppin, P.",
        TITLE = "The Potential and Limitations of a Clustering Approach for the Improved
Efficiency of Multiple Endmember Spectral Mixture Analysis in Plant
Production System Monitoring",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2273-2286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129234"}

@article{bb133183,
        AUTHOR = "Wang, Z. and Lan, L. and Vucetic, S.",
        TITLE = "Mixture Model for Multiple Instance Regression and Applications in
Remote Sensing",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2226-2237",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129235"}

@article{bb133184,
        AUTHOR = "Yang, M.S. and Lai, C.Y. and Lin, C.Y.",
        TITLE = "A robust EM clustering algorithm for Gaussian mixture models",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3950-3961",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129236"}

@article{bb133185,
        AUTHOR = "Liu, G.Q. and Wu, J.X. and Zhou, S.P.",
        TITLE = "Probabilistic classifiers with a generalized Gaussian scale mixture
prior",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "332-345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129237"}

@article{bb133186,
        AUTHOR = "Zhao, Q.P. and Hautamaki, V. and Karkkainen, I. and Franti, P.",
        TITLE = "Random swap EM algorithm for Gaussian mixture models",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2120-2126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129238"}

@inproceedings{bb133187,
        AUTHOR = "Zhao, Q.P. and Hautamaki, V. and Karkkainen, I. and Franti, P.",
        TITLE = "Random swap EM algorithm for finite mixture models in image
segmentation",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "2397-2400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129239"}

@article{bb133188,
        AUTHOR = "Franti, P. and Rezaei, M. and Zhao, Q.P.",
        TITLE = "Centroid index: Cluster level similarity measure",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "9",
        PAGES = "3034-3045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129240"}

@inproceedings{bb133189,
        AUTHOR = "Franti, P. and Rezaei, M.",
        TITLE = "Generalizing Centroid Index to Different Clustering Models",
        BOOKTITLE = SSSPR16,
        YEAR = "2016",
        PAGES = "285-296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129241"}

@article{bb133190,
        AUTHOR = "Beaulieu, N.C.",
        TITLE = "Special Values of the Bivariate Gaussian Distribution",
        JOURNAL = SPLetters,
        VOLUME = "20",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "99-101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129242"}

@article{bb133191,
        AUTHOR = "Ali, A.M. and Farag, A.A. and Alajlan, N. and Farag, A.A.",
        TITLE = "Multimodal imaging: modelling and segmentation with biomedical
applications",
        JOURNAL = IET-CV,
        VOLUME = "6",
        YEAR = "2012",
        NUMBER = "6",
        PAGES = "524-539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129243"}

@inproceedings{bb133192,
        AUTHOR = "Ali, A.M. and Farag, A.A. and Farag, A.A.",
        TITLE = "Labelling color images by modelling the colors density using a linear
combination of Gaussians and EM algorithm",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "1645-1648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129244"}

@article{bb133193,
        AUTHOR = "Mostafa, E. and Ali, A.M. and Farag, A.A.",
        TITLE = "Learning a non-linear combination of Mahalanobis distances using
statistical inference for similarity measure",
        JOURNAL = IET-CV,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "4",
        PAGES = "541-548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129245"}

@inproceedings{bb133194,
        AUTHOR = "Ali, A.M. and Farag, A.A.",
        TITLE = "Density estimation using a new AIC-type criterion and the EM algorithm
for a linear combination of Gaussians",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "3024-3027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129246"}

@inproceedings{bb133195,
        AUTHOR = "Farag, A.A. and El Baz, A. and Gimel'farb, G.L.",
        TITLE = "Density estimation using modified expectation-maximization algorithm
for a linear combination of gaussians",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "III: 1871-1874",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129247"}

@inproceedings{bb133196,
        AUTHOR = "Gimel'farb, G.L. and Farag, A.A. and El Baz, A.",
        TITLE = "Expectation-maximization for a linear combination of Gaussians",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 422-425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129248"}

@article{bb133197,
        AUTHOR = "Fan, W.T. and Bouguila, N.",
        TITLE = "Variational learning of a Dirichlet process of generalized Dirichlet
distributions for simultaneous clustering and feature selection",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2754-2769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129249"}

@inproceedings{bb133198,
        AUTHOR = "Fan, W.T. and Bouguila, N.",
        TITLE = "Dynamic Textures Clustering Using a Hierarchical Pitman-Yor Process
Mixture of Dirichlet Distributions",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "296-300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129250"}

@article{bb133199,
        AUTHOR = "Song, T.C. and Li, H.L.",
        TITLE = "WaveLBP based hierarchical features for image classification",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1323-1328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT129251"}