@inproceedings{bb132800,
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#TT128854"}
@inproceedings{bb132801,
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#TT128855"}
@article{bb132802,
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#TT128856"}
@article{bb132803,
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#TT128857"}
@inproceedings{bb132804,
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#TT128858"}
@article{bb132805,
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#TT128859"}
@article{bb132806,
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#TT128860"}
@article{bb132807,
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#TT128861"}
@article{bb132808,
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#TT128862"}
@article{bb132809,
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#TT128863"}
@article{bb132810,
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#TT128864"}
@inproceedings{bb132811,
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#TT128865"}
@inproceedings{bb132812,
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#TT128866"}
@inproceedings{bb132813,
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#TT128867"}
@inproceedings{bb132814,
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#TT128868"}
@article{bb132815,
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#TT128869"}
@inproceedings{bb132816,
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#TT128870"}
@inproceedings{bb132817,
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#TT128871"}
@inproceedings{bb132818,
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#TT128872"}
@article{bb132819,
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#TT128873"}
@article{bb132820,
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#TT128874"}
@article{bb132821,
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#TT128875"}
@inproceedings{bb132822,
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#TT128876"}
@article{bb132823,
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#TT128877"}
@article{bb132824,
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#TT128878"}
@article{bb132825,
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#TT128879"}
@article{bb132826,
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#TT128880"}
@article{bb132827,
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#TT128881"}
@article{bb132828,
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#TT128882"}
@article{bb132829,
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#TT128883"}
@article{bb132830,
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#TT128884"}
@inproceedings{bb132831,
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#TT128885"}
@article{bb132832,
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#TT128886"}
@article{bb132833,
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#TT128887"}
@article{bb132834,
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#TT128888"}
@article{bb132835,
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#TT128889"}
@article{bb132836,
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#TT128890"}
@article{bb132837,
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#TT128891"}
@article{bb132838,
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#TT128892"}
@inproceedings{bb132839,
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#TT128893"}
@inproceedings{bb132840,
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#TT128894"}
@article{bb132841,
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#TT128895"}
@inproceedings{bb132842,
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#TT128896"}
@article{bb132843,
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#TT128897"}
@article{bb132844,
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#TT128898"}
@article{bb132845,
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#TT128899"}
@article{bb132846,
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#TT128900"}
@article{bb132847,
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#TT128901"}
@inproceedings{bb132848,
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#TT128902"}
@inproceedings{bb132849,
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#TT128903"}
@article{bb132850,
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#TT128904"}
@inproceedings{bb132851,
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#TT128905"}
@inproceedings{bb132852,
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#TT128906"}
@inproceedings{bb132853,
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#TT128907"}
@inproceedings{bb132854,
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#TT128908"}
@article{bb132855,
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#TT128909"}
@inproceedings{bb132856,
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#TT128910"}
@article{bb132857,
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#TT128911"}
@article{bb132858,
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#TT128912"}
@article{bb132859,
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#TT128913"}
@inproceedings{bb132860,
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#TT128914"}
@article{bb132861,
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#TT128915"}
@article{bb132862,
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#TT128916"}
@article{bb132863,
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#TT128917"}
@article{bb132864,
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#TT128918"}
@article{bb132865,
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#TT128919"}
@article{bb132866,
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#TT128920"}
@article{bb132867,
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#TT128921"}
@article{bb132868,
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#TT128922"}
@article{bb132869,
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#TT128923"}
@article{bb132870,
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#TT128924"}
@article{bb132871,
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#TT128925"}
@article{bb132872,
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#TT128926"}
@article{bb132873,
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#TT128927"}
@article{bb132874,
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#TT128928"}
@article{bb132875,
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#TT128929"}
@article{bb132876,
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#TT128930"}
@article{bb132877,
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#TT128931"}
@inproceedings{bb132878,
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#TT128932"}
@article{bb132879,
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#TT128933"}
@article{bb132880,
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#TT128934"}
@inproceedings{bb132881,
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#TT128935"}
@inproceedings{bb132882,
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#TT128936"}
@article{bb132883,
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#TT128937"}
@article{bb132884,
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#TT128937"}
@article{bb132885,
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#TT128938"}
@article{bb132886,
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#TT128939"}
@article{bb132887,
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#TT128940"}
@inproceedings{bb132888,
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#TT128941"}
@article{bb132889,
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#TT128942"}
@article{bb132890,
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#TT128943"}
@inproceedings{bb132891,
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#TT128944"}
@article{bb132892,
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#TT128945"}
@article{bb132893,
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#TT128946"}
@article{bb132894,
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#TT128947"}
@article{bb132895,
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#TT128948"}
@article{bb132896,
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#TT128949"}
@inproceedings{bb132897,
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#TT128950"}
@article{bb132898,
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#TT128951"}
@article{bb132899,
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#TT128952"}
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