@article{bb153200,
AUTHOR = "Carreira Perpinan, M.A.",
TITLE = "Mode-Finding for Mixtures of Gaussian Distributions",
JOURNAL = PAMI,
VOLUME = "22",
YEAR = "2000",
NUMBER = "11",
MONTH = "November",
PAGES = "1318-1323",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149114"}
@inproceedings{bb153201,
AUTHOR = "Carreira Perpinan, M.A. and Williams, C.K.I.",
TITLE = "On the Number of Modes of a Gaussian Mixture",
BOOKTITLE = ScaleSpace03,
YEAR = "2003",
PAGES = "625-640",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149115"}
@article{bb153202,
AUTHOR = "Carreira Perpinan, M.A.",
TITLE = "Gaussian Mean-Shift Is an EM Algorithm",
JOURNAL = PAMI,
VOLUME = "29",
YEAR = "2007",
NUMBER = "5",
MONTH = "May",
PAGES = "767-776",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149116"}
@inproceedings{bb153203,
AUTHOR = "Carreira Perpinan, M.A.",
TITLE = "Acceleration Strategies for Gaussian Mean-Shift Image Segmentation",
BOOKTITLE = CVPR06,
YEAR = "2006",
PAGES = "I: 1160-1167",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149117"}
@inproceedings{bb153204,
AUTHOR = "Carreira Perpinan, M.A.",
TITLE = "Generalised blurring mean-shift algorithms for nonparametric clustering",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149118"}
@article{bb153205,
AUTHOR = "Yang, Z.R. and Zwolinski, M.",
TITLE = "Mutual Information Theory for Adaptive Mixture Models",
JOURNAL = PAMI,
VOLUME = "23",
YEAR = "2001",
NUMBER = "4",
MONTH = "April",
PAGES = "396-403",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149119"}
@article{bb153206,
AUTHOR = "Simon, C. and Loubaton, P. and Jutten, C.",
TITLE = "Separation of a Class of Convolutive Mixtures:
A Contrast Function Approach",
JOURNAL = SP,
VOLUME = "81",
YEAR = "2001",
NUMBER = "4",
MONTH = "April",
PAGES = "883-887",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149120"}
@article{bb153207,
AUTHOR = "Dahmen, J. and Keysers, D. and Ney, H. and Guld, M.O.",
TITLE = "Statistical Image Object Recognition using Mixture Densities",
JOURNAL = JMIV,
VOLUME = "14",
YEAR = "2001",
NUMBER = "3",
MONTH = "May",
PAGES = "285-296",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149121"}
@inproceedings{bb153208,
AUTHOR = "Dahmen, J. and Keysers, D. and Guld, M.O. and Ney, H.",
TITLE = "Invariant Image Object Recognition Using Mixture Densities",
BOOKTITLE = ICPR00,
YEAR = "2000",
PAGES = "Vol II: 614-617",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149122"}
@article{bb153209,
AUTHOR = "Keysers, D. and Macherey, W. and Ney, H. and Dahmen, J.",
TITLE = "Adaptation in Statistical Pattern Recognition Using Tangent Vectors",
JOURNAL = PAMI,
VOLUME = "26",
YEAR = "2004",
NUMBER = "2",
MONTH = "February",
PAGES = "269-274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149123"}
@article{bb153210,
AUTHOR = "Rand, R.S. and Keenan, D.M.",
TITLE = "A spectral mixture process conditioned by Gibbs-based partitioning",
JOURNAL = GeoRS,
VOLUME = "39",
YEAR = "2001",
NUMBER = "7",
MONTH = "July",
PAGES = "1421-1434",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149124"}
@article{bb153211,
AUTHOR = "Collins, E.F. and Roberts, D.A. and Borel, C.C.",
TITLE = "Spectral mixture analysis of simulated thermal infrared spectrometry
data: an initial temperature estimate bounded TESSMA search approach",
JOURNAL = GeoRS,
VOLUME = "39",
YEAR = "2001",
NUMBER = "7",
MONTH = "July",
PAGES = "1435-1446",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149125"}
@article{bb153212,
AUTHOR = "Yang, X.Y. and Liu, J.",
TITLE = "Mixture density estimation with group membership functions",
JOURNAL = PRL,
VOLUME = "23",
YEAR = "2002",
NUMBER = "5",
MONTH = "March",
PAGES = "501-512",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149126"}
@article{bb153213,
AUTHOR = "Figueiredo, M.A.T. and Jain, A.K.",
TITLE = "Unsupervised Learning of Finite Mixture Models",
JOURNAL = PAMI,
VOLUME = "24",
YEAR = "2002",
NUMBER = "3",
MONTH = "March",
PAGES = "381-396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149127"}
@inproceedings{bb153214,
AUTHOR = "Figueiredo, M.A.T. and Jain, A.K.",
TITLE = "Unsupervised Selection and Estimation of Finite Mixture Models",
BOOKTITLE = ICPR00,
YEAR = "2000",
PAGES = "Vol II: 87-90",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149128"}
@inproceedings{bb153215,
AUTHOR = "Figueiredo, M.A.T.",
TITLE = "On Gaussian Radial Basis Function Approximations:
Interpretation, Extensions, and Learning Strategies",
BOOKTITLE = ICPR00,
YEAR = "2000",
PAGES = "Vol II: 618-621",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149129"}
@article{bb153216,
AUTHOR = "Law, M.H.C. and Figueiredo, M.A.T. and Jain, A.K.",
TITLE = "Simultaneous Feature Selection and Clustering Using Mixture Models",
JOURNAL = PAMI,
VOLUME = "26",
YEAR = "2004",
NUMBER = "9",
MONTH = "September",
PAGES = "1154-1166",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern618.html#TT149130"}
@article{bb153217,
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#TT149131"}
@inproceedings{bb153218,
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#TT149132"}
@article{bb153219,
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#TT149133"}
@article{bb153220,
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#TT149134"}
@article{bb153221,
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#TT149135"}
@article{bb153222,
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#TT149136"}
@article{bb153223,
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#TT149137"}
@article{bb153224,
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#TT149138"}
@inproceedings{bb153225,
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#TT149139"}
@inproceedings{bb153226,
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#TT149140"}
@inproceedings{bb153227,
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#TT149141"}
@inproceedings{bb153228,
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#TT149142"}
@article{bb153229,
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#TT149143"}
@inproceedings{bb153230,
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#TT149144"}
@inproceedings{bb153231,
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#TT149145"}
@inproceedings{bb153232,
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#TT149146"}
@article{bb153233,
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#TT149147"}
@article{bb153234,
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#TT149148"}
@article{bb153235,
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#TT149149"}
@inproceedings{bb153236,
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#TT149150"}
@article{bb153237,
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#TT149151"}
@article{bb153238,
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#TT149152"}
@article{bb153239,
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#TT149153"}
@article{bb153240,
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#TT149154"}
@article{bb153241,
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#TT149155"}
@article{bb153242,
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#TT149156"}
@article{bb153243,
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#TT149157"}
@article{bb153244,
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#TT149158"}
@inproceedings{bb153245,
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#TT149159"}
@article{bb153246,
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#TT149160"}
@article{bb153247,
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#TT149161"}
@article{bb153248,
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#TT149162"}
@article{bb153249,
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#TT149163"}
@article{bb153250,
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#TT149164"}
@article{bb153251,
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#TT149165"}
@article{bb153252,
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#TT149166"}
@inproceedings{bb153253,
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#TT149167"}
@inproceedings{bb153254,
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#TT149168"}
@article{bb153255,
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#TT149169"}
@inproceedings{bb153256,
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#TT149170"}
@article{bb153257,
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#TT149171"}
@article{bb153258,
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#TT149172"}
@article{bb153259,
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#TT149173"}
@article{bb153260,
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#TT149174"}
@article{bb153261,
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#TT149175"}
@inproceedings{bb153262,
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#TT149176"}
@inproceedings{bb153263,
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#TT149177"}
@article{bb153264,
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#TT149178"}
@inproceedings{bb153265,
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#TT149179"}
@inproceedings{bb153266,
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#TT149180"}
@inproceedings{bb153267,
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#TT149181"}
@inproceedings{bb153268,
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#TT149182"}
@article{bb153269,
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#TT149183"}
@inproceedings{bb153270,
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#TT149184"}
@article{bb153271,
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#TT149185"}
@article{bb153272,
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#TT149186"}
@article{bb153273,
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#TT149187"}
@inproceedings{bb153274,
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#TT149188"}
@article{bb153275,
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#TT149189"}
@article{bb153276,
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#TT149190"}
@article{bb153277,
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#TT149191"}
@article{bb153278,
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#TT149192"}
@article{bb153279,
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#TT149193"}
@article{bb153280,
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#TT149194"}
@article{bb153281,
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#TT149195"}
@article{bb153282,
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#TT149196"}
@article{bb153283,
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#TT149197"}
@article{bb153284,
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#TT149198"}
@article{bb153285,
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#TT149199"}
@article{bb153286,
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#TT149200"}
@article{bb153287,
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#TT149201"}
@article{bb153288,
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#TT149202"}
@article{bb153289,
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#TT149203"}
@article{bb153290,
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#TT149204"}
@article{bb153291,
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#TT149205"}
@inproceedings{bb153292,
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#TT149206"}
@article{bb153293,
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#TT149207"}
@article{bb153294,
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#TT149208"}
@inproceedings{bb153295,
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#TT149209"}
@inproceedings{bb153296,
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#TT149210"}
@article{bb153297,
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#TT149211"}
@article{bb153298,
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#TT149211"}
@article{bb153299,
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#TT149212"}
Last update:Sep 30, 2026 at 11:45:00