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and Inferring Spatial Transformations in Video Sequences",
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        AUTHOR = "Nikou, C. and Galatsanos, N.P. and Likas, A.C.",
        TITLE = "A Class-Adaptive Spatially Variant Mixture Model for Image Segmentation",
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@inproceedings{bb134205,
        AUTHOR = "Constantinopoulos, C. and Likas, A.C.",
        TITLE = "Image Modeling and Segmentation Using Incremental Bayesian Mixture
Models",
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@article{bb134206,
        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",
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statistical knowledge about the mixing matrix",
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        TITLE = "Competitive EM algorithm for finite mixture models",
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@article{bb134209,
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        TITLE = "Determine the number of components in a mixture model by the extended
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@article{bb134211,
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        TITLE = "Recursive unsupervised learning of finite mixture models",
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@inproceedings{bb134214,
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@inproceedings{bb134222,
        AUTHOR = "Bouguila, N. and Ziou, D.",
        TITLE = "MML-Based Approach for High-Dimensional Unsupervised Learning Using the
Generalized Dirichlet Mixture",
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@inproceedings{bb134223,
        AUTHOR = "Ziou, D. and Bouguila, N.",
        TITLE = "Unsupervised learning of a finite gamma mixture using MML:
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@article{bb134224,
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@inproceedings{bb134225,
        AUTHOR = "Bouguila, N. and Ziou, D.",
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distribution: unsupervised learning and applications",
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@article{bb134226,
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        TITLE = "Unsupervised learning of a finite discrete mixture: Applications to
texture modeling and image databases summarization",
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@article{bb134227,
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Generalized Dirichlet Mixture Model Based on Minimum Message Length",
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@article{bb134228,
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@article{bb134229,
        AUTHOR = "Bouguila, N.",
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@article{bb134230,
        AUTHOR = "Allili, M.S. and Ziou, D. and Bouguila, N. and Boutemedjet, S.",
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Gaussian Mixture Modeling and Feature Selection",
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@inproceedings{bb134231,
        AUTHOR = "Allili, M.S. and Ziou, D. and Bouguila, N. and Boutemedjet, S.",
        TITLE = "Unsupervised Feature Selection and Learning for Image Segmentation",
        BOOKTITLE = CRV10,
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@inproceedings{bb134232,
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@article{bb134233,
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        TITLE = "Discrete data clustering using finite mixture models",
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@inproceedings{bb134234,
        AUTHOR = "Maanicshah, K. and Amayri, M. and Bouguila, N.",
        TITLE = "Interactive Generalized Dirichlet Mixture Allocation Model",
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@inproceedings{bb134235,
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Mixture Models with Component Splitting",
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@inproceedings{bb134236,
        AUTHOR = "Maanicshah, K. and Ali, S. and Fan, W.T. and Bouguila, N.",
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Dirichlet Mixture Models with Feature Selection and Component Splitting",
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@inproceedings{bb134237,
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@article{bb134238,
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@article{bb134240,
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@article{bb134241,
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@article{bb134242,
        AUTHOR = "Song, Z.Y. and Ali, S. and Bouguila, N.",
        TITLE = "Background subtraction using infinite asymmetric Gaussian mixture
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        AUTHOR = "Song, Z.Y. and Ali, S. and Bouguila, N.",
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Background Subtraction",
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@article{bb134245,
        AUTHOR = "Bouguila, N. and Ghimire, M.N.",
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        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",
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@article{bb134247,
        AUTHOR = "Jin, H.D. and Wong, M.L. and Leung, K.S.",
        TITLE = "Scalable Model-Based Clustering for Large Databases Based on Data
Summarization",
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@article{bb134248,
        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
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@article{bb134249,
        AUTHOR = "Pernkopf, F. and Bouchaffra, D.",
        TITLE = "Genetic-Based EM Algorithm for Learning Gaussian Mixture Models",
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@article{bb134251,
        AUTHOR = "Ma, J.W. and Fu, S.Q.",
        TITLE = "On the correct convergence of the EM algorithm for Gaussian mixtures",
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@article{bb134252,
        AUTHOR = "Haertel, V.F. and Shimabukuro, Y.E.",
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@article{bb134255,
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image classification and segmentation",
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@article{bb134256,
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model probability densities: Practices and algorithms",
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@article{bb134257,
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        TITLE = "Optimisation of Gaussian mixture model for satellite image
classification",
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@article{bb134258,
        AUTHOR = "Brandt, S.S.",
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@inproceedings{bb134261,
        AUTHOR = "Rotem, O. and Greenspan, H.K. and Goldberger, J.",
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Probabilistic Gaussian Mixture Framework",
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@article{bb134262,
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        TITLE = "TRUST-TECH-Based Expectation Maximization for Learning Finite Mixture
Models",
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@article{bb134263,
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        TITLE = "An Approximation Method of the Quadratic Discriminant Function and Its
Application to Estimation of High-Dimensional Distribution",
        JOURNAL = IEICE,
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@inproceedings{bb134264,
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@inproceedings{bb134265,
        AUTHOR = "Sun, F. and Omachi, S. and Aso, H.",
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Vectors and its Application to Character Recognition",
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@article{bb134266,
        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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@article{bb134267,
        AUTHOR = "Wang, S. and Liang, Z.",
        TITLE = "An EM Approach to MAP Solution of Segmenting Tissue Mixtures:
A Numerical Analysis",
        JOURNAL = MedImg,
        VOLUME = "28",
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        NUMBER = "4",
        MONTH = "April",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT130310"}

@article{bb134268,
        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#TT130311"}

@article{bb134269,
        AUTHOR = "Yamada, M. and Sugiyama, M.",
        TITLE = "Direct Importance Estimation with Gaussian Mixture Models",
        JOURNAL = IEICE,
        VOLUME = "E92-D",
        YEAR = "2009",
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        PAGES = "2159-2162",
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@article{bb134270,
        AUTHOR = "Bruneau, P. and Gelgon, M. and Picarougne, F.",
        TITLE = "Parsimonious reduction of Gaussian mixture models with a
variational-Bayes approach",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT130313"}

@inproceedings{bb134271,
        AUTHOR = "Bruneau, P. and Gelgon, M. and Picarougne, F.",
        TITLE = "Parameter-based reduction of Gaussian mixture models with a
variational-Bayes approach",
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@article{bb134272,
        AUTHOR = "Kristan, M. and Skocaj, D. and Leonardis, A.",
        TITLE = "Online kernel density estimation for interactive learning",
        JOURNAL = IVC,
        VOLUME = "28",
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        NUMBER = "7",
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@article{bb134273,
        AUTHOR = "Kristan, M. and Leonardis, A. and Skocaj, D.",
        TITLE = "Multivariate online kernel density estimation with Gaussian kernels",
        JOURNAL = PR,
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@inproceedings{bb134274,
        AUTHOR = "Kristan, M. and Leonardis, A.",
        TITLE = "Online Discriminative Kernel Density Estimation",
        BOOKTITLE = ICPR10,
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@article{bb134275,
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        TITLE = "Separation of CARS image contributions with a Gaussian mixture model",
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@article{bb134276,
        AUTHOR = "Hidot, S. and Saint Jean, C.",
        TITLE = "An Expectation-Maximization algorithm for the Wishart mixture model:
Application to movement clustering",
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@article{bb134277,
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        TITLE = "Image denoising employing local mixture models in sparse domains",
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@article{bb134278,
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@article{bb134279,
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        TITLE = "Annealed SMC Samplers for Nonparametric Bayesian Mixture Models",
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@inproceedings{bb134280,
        AUTHOR = "Ulker, Y. and Gunsel, B. and Cemgil, A.T.",
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@article{bb134281,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT130324"}

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        TITLE = "Bayesian Estimation of Beta Mixture Models with Variational Inference",
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@inproceedings{bb134283,
        AUTHOR = "Ma, Z.Y. and Leijon, A.",
        TITLE = "Beta mixture models and the application to image classification",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "2045-2048",
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@article{bb134284,
        AUTHOR = "Taghia, J. and Ma, Z.Y. and Leijon, A.",
        TITLE = "Bayesian Estimation of the von-Mises Fisher Mixture Model with
Variational Inference",
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        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",
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        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT130328"}

@article{bb134286,
        AUTHOR = "Taghia, J. and Leijon, A.",
        TITLE = "Variational Inference for Watson Mixture Model",
        JOURNAL = PAMI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT130329"}

@article{bb134287,
        AUTHOR = "Chatzis, S.P. and Tsechpenakis, G.",
        TITLE = "A possibilistic clustering approach toward generative mixture models",
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@article{bb134288,
        AUTHOR = "Platanios, E.A. and Chatzis, S.P.",
        TITLE = "Gaussian Process-Mixture Conditional Heteroscedasticity",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT130331"}

@article{bb134289,
        AUTHOR = "Raitoharju, M. and Ali Loytty, S.",
        TITLE = "An Adaptive Derivative Free Method for Bayesian Posterior Approximation",
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@article{bb134290,
        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",
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@article{bb134291,
        AUTHOR = "Franczak, B.C. and Browne, R.P. and McNicholas, P.D.",
        TITLE = "Mixtures of Shifted Asymmetric Laplace Distributions",
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@article{bb134292,
        AUTHOR = "Gallaugher, M.P.B. and McNicholas, P.D.",
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@article{bb134293,
        AUTHOR = "Andrews, J.L. and McNicholas, P.D.",
        TITLE = "Using evolutionary algorithms for model-based clustering",
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@article{bb134294,
        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,
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        YEAR = "2012",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2273-2286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT130337"}

@article{bb134295,
        AUTHOR = "Wang, Z. and Lan, L. and Vucetic, S.",
        TITLE = "Mixture Model for Multiple Instance Regression and Applications in
Remote Sensing",
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        NUMBER = "6",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT130338"}

@article{bb134296,
        AUTHOR = "Yang, M.S. and Lai, C.Y. and Lin, C.Y.",
        TITLE = "A robust EM clustering algorithm for Gaussian mixture models",
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@article{bb134297,
        AUTHOR = "Liu, G.Q. and Wu, J.X. and Zhou, S.P.",
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prior",
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@article{bb134298,
        AUTHOR = "Zhao, Q.P. and Hautamaki, V. and Karkkainen, I. and Franti, P.",
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        JOURNAL = PRL,
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        NUMBER = "16",
        MONTH = "December",
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@inproceedings{bb134299,
        AUTHOR = "Zhao, Q.P. and Hautamaki, V. and Karkkainen, I. and Franti, P.",
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segmentation",
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