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AUTHOR = "Collins, E.F. and Roberts, D.A. and Borel, C.C.",
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AUTHOR = "Yang, X.Y. and Liu, J.",
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AUTHOR = "Figueiredo, M.A.T. and Jain, A.K.",
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AUTHOR = "Figueiredo, M.A.T. and Jain, A.K.",
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stepwise split-and-merge EM algorithm",
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improve pattern recognition applications",
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AUTHOR = "Bouguila, N. and Ziou, D.",
TITLE = "MML-Based Approach for High-Dimensional Unsupervised Learning Using the
Generalized Dirichlet Mixture",
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YEAR = "2005",
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AUTHOR = "Ziou, D. and Bouguila, N.",
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Application to SAR image analysis",
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a Finite Generalized Dirichlet Mixture",
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AUTHOR = "Bouguila, N. and Ziou, D.",
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distribution: unsupervised learning and applications",
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texture modeling and image databases summarization",
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Generalized Dirichlet Mixture Model Based on Minimum Message Length",
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Gaussian Mixture Modeling and Feature Selection",
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AUTHOR = "Allili, M.S. and Ziou, D. and Bouguila, N. and Boutemedjet, S.",
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AUTHOR = "Nguyen, H. and Maanicshah, K. and Azam, M. and Bouguila, N.",
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AUTHOR = "Maanicshah, K. and Ali, S. and Fan, W.T. and Bouguila, N.",
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NUMBER = "12",
PAGES = "1659-1671",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT145093"}
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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#TT145094"}
@inproceedings{bb149165,
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#TT145095"}
@article{bb149166,
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#TT145096"}
@article{bb149167,
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#TT145097"}
@article{bb149168,
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",
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NUMBER = "5",
MONTH = "May",
PAGES = "637-649",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT145098"}
@article{bb149169,
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#TT145099"}
@article{bb149170,
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#TT145100"}
@article{bb149171,
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#TT145101"}
@article{bb149172,
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#TT145102"}
@article{bb149173,
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#TT145103"}
@article{bb149174,
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#TT145104"}
@article{bb149175,
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#TT145105"}
@article{bb149176,
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#TT145106"}
@article{bb149177,
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#TT145107"}
@article{bb149178,
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#TT145108"}
@article{bb149179,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT145109"}
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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#TT145110"}
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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,
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NUMBER = "4",
MONTH = "March",
PAGES = "515-524",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT145111"}
@article{bb149182,
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#TT145112"}
@inproceedings{bb149183,
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#TT145113"}
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AUTHOR = "Reddy, C.K. and Chiang, H.D. and Rajaratnam, B.",
TITLE = "TRUST-TECH-Based Expectation Maximization for Learning Finite Mixture
Models",
JOURNAL = PAMI,
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YEAR = "2008",
NUMBER = "7",
MONTH = "July",
PAGES = "1146-1157",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT145114"}
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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#TT145115"}
@inproceedings{bb149186,
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#TT145116"}
@inproceedings{bb149187,
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#TT145117"}
@article{bb149188,
AUTHOR = "Liang, Z. and Wang, S.",
TITLE = "An EM Approach to MAP Solution of Segmenting Tissue Mixtures:
A Numerical Analysis",
JOURNAL = MedImg,
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YEAR = "2009",
NUMBER = "2",
MONTH = "February",
PAGES = "297-310",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT145118"}
@article{bb149189,
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#TT145118"}
@article{bb149190,
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#TT145119"}
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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#TT145120"}
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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#TT145121"}
@inproceedings{bb149193,
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#TT145122"}
@article{bb149194,
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#TT145123"}
@article{bb149195,
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#TT145124"}
@inproceedings{bb149196,
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#TT145125"}
@article{bb149197,
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",
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@article{bb149198,
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#TT145127"}
@article{bb149199,
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#TT145128"}
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