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        TITLE = "Gaussian mixture parameter estimation with known means and unknown
class-dependent variances",
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@article{bb116362,
        AUTHOR = "Dattatreya, G.R. and Fang, X.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#TT112613"}

@article{bb116363,
        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#TT112614"}

@article{bb116364,
        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#TT112615"}

@article{bb116365,
        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#TT112616"}

@article{bb116366,
        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#TT112617"}

@inproceedings{bb116367,
        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#TT112618"}

@inproceedings{bb116368,
        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#TT112619"}

@inproceedings{bb116369,
        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#TT112620"}

@inproceedings{bb116370,
        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#TT112621"}

@article{bb116371,
        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#TT112622"}

@inproceedings{bb116372,
        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#TT112623"}

@inproceedings{bb116373,
        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#TT112624"}

@inproceedings{bb116374,
        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",
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        YEAR = "2000",
        PAGES = "II: 26-33",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT112625"}

@article{bb116375,
        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#TT112626"}

@article{bb116376,
        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#TT112627"}

@article{bb116377,
        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#TT112628"}

@inproceedings{bb116378,
        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#TT112629"}

@article{bb116379,
        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#TT112630"}

@article{bb116380,
        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#TT112631"}

@article{bb116381,
        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#TT112632"}

@article{bb116382,
        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#TT112633"}

@article{bb116383,
        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#TT112634"}

@article{bb116384,
        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#TT112635"}

@article{bb116385,
        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#TT112636"}

@article{bb116386,
        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#TT112637"}

@inproceedings{bb116387,
        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#TT112638"}

@article{bb116388,
        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#TT112639"}

@article{bb116389,
        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#TT112640"}

@article{bb116390,
        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#TT112641"}

@article{bb116391,
        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#TT112642"}

@article{bb116392,
        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#TT112643"}

@article{bb116393,
        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#TT112644"}

@article{bb116394,
        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#TT112645"}

@inproceedings{bb116395,
        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#TT112646"}

@inproceedings{bb116396,
        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#TT112647"}

@article{bb116397,
        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#TT112648"}

@inproceedings{bb116398,
        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#TT112649"}

@article{bb116399,
        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#TT112650"}

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