-
1
-
-
78149489170
-
Finite general Gaussian mixture modeling and application to image and video foreground segmentation
-
M.S. Allili, N. Bouguila, and D. Ziou Finite general Gaussian mixture modeling and application to image and video foreground segmentation Journal of Electronic Imaging 17 1 2008 1 13
-
(2008)
Journal of Electronic Imaging
, vol.17
, Issue.1
, pp. 1-13
-
-
Allili, M.S.1
Bouguila, N.2
Ziou, D.3
-
3
-
-
79551536271
-
Bayesian hybrid generative discriminative learning based on finite Liouville mixture models
-
N. Bouguila Bayesian hybrid generative discriminative learning based on finite Liouville mixture models Pattern Recognition 44 6 2011 1183 1200
-
(2011)
Pattern Recognition
, vol.44
, Issue.6
, pp. 1183-1200
-
-
Bouguila, N.1
-
7
-
-
58049180796
-
A Dirichlet process mixture of Generalized Dirichlet distributions for proportional data modeling
-
Bouguila, N.; Ziou, D. (2010). A Dirichlet process mixture of Generalized Dirichlet distributions for proportional data modeling. In IEEE transactions workshop on neural networks(pp. 297-302) Vol. 21(1).
-
(2010)
IEEE Transactions Workshop on Neural Networks
, vol.21
, Issue.1
, pp. 297-302
-
-
Bouguila, N.1
Ziou, D.2
-
8
-
-
71749118544
-
Integrating spatial and color information in images using a statistical framework
-
N. Bouguila, and W. ElGuebaly Integrating spatial and color information in images using a statistical framework Expert Systems with Applications 37 2 2010 1542 1549
-
(2010)
Expert Systems with Applications
, vol.37
, Issue.2
, pp. 1542-1549
-
-
Bouguila, N.1
Elguebaly, W.2
-
10
-
-
84867977667
-
Hybrid Generative/discriminative approaches for proportional data modeling and classification
-
(in press)
-
Bouguila N. (in press) Hybrid Generative/discriminative approaches for proportional data modeling and classification. IEEE Transactions on Knowledge and Data Engineering.
-
IEEE Transactions on Knowledge and Data Engineering
-
-
Bouguila, N.1
-
11
-
-
22944479051
-
Using unsupervised learning of a finite Dirichlet mixture model to improve pattern recognition applications
-
N. Bouguila, and D. Ziou Using unsupervised learning of a finite Dirichlet mixture model to improve pattern recognition applications Pattern Recognition Letters 26 12 2005 1916 1925
-
(2005)
Pattern Recognition Letters
, vol.26
, Issue.12
, pp. 1916-1925
-
-
Bouguila, N.1
Ziou, D.2
-
14
-
-
33746365837
-
Unsupervised selection of a finite Dirichlet mixture model: An MML-based approach
-
N. Bouguila, and D. Ziou Unsupervised selection of a finite Dirichlet mixture model: An MML-based approach IEEE Transactions on Knowledge and Data Engineering 18 8 2006 993 1009
-
(2006)
IEEE Transactions on Knowledge and Data Engineering
, vol.18
, Issue.8
, pp. 993-1009
-
-
Bouguila, N.1
Ziou, D.2
-
15
-
-
33747684076
-
A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture
-
N. Bouguila, and D. Ziou A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture IEEE Transactions on Image Processing 15 9 2006 2657 2668
-
(2006)
IEEE Transactions on Image Processing
, vol.15
, Issue.9
, pp. 2657-2668
-
-
Bouguila, N.1
Ziou, D.2
-
16
-
-
33646032400
-
Online clustering via finite mixtures of Dirichlet and minimum message length
-
N. Bouguila, and D. Ziou Online clustering via finite mixtures of Dirichlet and minimum message length Engineering Applications of Artificial Intelligence 19 4 2006 371 379
-
(2006)
Engineering Applications of Artificial Intelligence
, vol.19
, Issue.4
, pp. 371-379
-
-
Bouguila, N.1
Ziou, D.2
-
17
-
-
7444239786
-
Unsupervised learning of a finite mixture model based on the dirichlet distribution and its application
-
N. Bouguila, D. Ziou, and J. Vaillancourt Unsupervised learning of a finite mixture model based on the dirichlet distribution and its application IEEE Transactions on Image Processing 13 11 2004 1533 1543
-
(2004)
IEEE Transactions on Image Processing
, vol.13
, Issue.11
, pp. 1533-1543
-
-
Bouguila, N.1
Ziou, D.2
Vaillancourt, J.3
-
18
-
-
0037318695
-
Image processing and behavior planning for intelligent vehicles
-
T. Bucher, C. Curio, J. Edelbrunner, C. Igel, D. Kastrup, and I. Leefken Image processing and behavior planning for intelligent vehicles IEEE Transactions on Industrial Electronics 50 1 2003 62 75
-
(2003)
IEEE Transactions on Industrial Electronics
, vol.50
, Issue.1
, pp. 62-75
-
-
Bucher, T.1
Curio, C.2
Edelbrunner, J.3
Igel, C.4
Kastrup, D.5
Leefken, I.6
-
19
-
-
0036684357
-
Blobworld: Image segmentation using expectation-maximization and its application to image querying
-
C. Carson, S. Belongie, H. Greenspan, and J. Malik Blobworld: Image segmentation using expectation-maximization and its application to image querying IEEE Transactions on Pattern Analysis and Machine Intelligence 24 8 2002 1026 1038
-
(2002)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.24
, Issue.8
, pp. 1026-1038
-
-
Carson, C.1
Belongie, S.2
Greenspan, H.3
Malik, J.4
-
20
-
-
31544461548
-
Fuzzy c-means clustering with spatial information for image segmentation
-
K. Sh. Chuang, H.L. Tzeng, Sh. Chen, J. Wu, and T.J. Chen Fuzzy c-means clustering with spatial information for image segmentation Computerized Medical Imaging and Graphics 30 1 2006 9 15
-
(2006)
Computerized Medical Imaging and Graphics
, vol.30
, Issue.1
, pp. 9-15
-
-
Chuang, K.Sh.1
Tzeng, H.L.2
Chen, Sh.3
Wu, J.4
Chen, T.J.5
-
21
-
-
0023312371
-
Simple parallel hierarchical and relaxation algorithms for segmenting noncausal Markovian random fields
-
F.S. Cohen, and D.B. Cooper Simple parallel hierarchical and relaxation algorithms for segmenting noncausal Markovian random fields IEEE Transactions on Pattern Analysis and Machine Intelligence 9 2 1987 195 219
-
(1987)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.9
, Issue.2
, pp. 195-219
-
-
Cohen, F.S.1
Cooper, D.B.2
-
23
-
-
78650902372
-
Bayesian learning of finite generalized Gaussian mixture models on images
-
T. Elguebaly, and N. Bouguila Bayesian learning of finite generalized Gaussian mixture models on images Signal Processing 91 4 2011 801 820
-
(2011)
Signal Processing
, vol.91
, Issue.4
, pp. 801-820
-
-
Elguebaly, T.1
Bouguila, N.2
-
26
-
-
0031283422
-
Markov random field segmentation of brain MR images
-
K. Held, E.R. Kops, B.J. Krause, W.M. Welles III, R. Kikinis, and H-W. Müller-Gärtner Markov random field segmentation of brain MR images IEEE Transactions on Medical Imaging 16 6 1997 78 886
-
(1997)
IEEE Transactions on Medical Imaging
, vol.16
, Issue.6
, pp. 78-886
-
-
Held, K.1
Kops, E.R.2
Krause, B.J.3
Welles Iii, W.M.4
Kikinis, R.5
Müller-Gärtner, H.-W.6
-
28
-
-
43249103345
-
Bootstrapping approach to feature-weight selection in fuzzy c-means algorithms with an application in color image segmentation
-
W.L. Hung, M.Sh. Yang, and D.H. Chen Bootstrapping approach to feature-weight selection in fuzzy c-means algorithms with an application in color image segmentation Pattern Recognition Letters 29 9 2008 1317 1325
-
(2008)
Pattern Recognition Letters
, vol.29
, Issue.9
, pp. 1317-1325
-
-
Hung, W.L.1
Yang, M.Sh.2
Chen, D.H.3
-
29
-
-
21344496016
-
A model for segmentation and analysis of noisy images
-
V.E. Johnson A model for segmentation and analysis of noisy images Journal of the American Statistical Association 89 425 1994 230 241
-
(1994)
Journal of the American Statistical Association
, vol.89
, Issue.425
, pp. 230-241
-
-
Johnson, V.E.1
-
30
-
-
0024089491
-
Adaptive segmentation of speckled images using a hierarchical random field model
-
P.A. Kelly, K. Derin, and K.D. Hartt Adaptive segmentation of speckled images using a hierarchical random field model IEEE Transactions on Acoustics, Speech, and Signal Processing 36 10 1988 1628 1641
-
(1988)
IEEE Transactions on Acoustics, Speech, and Signal Processing
, vol.36
, Issue.10
, pp. 1628-1641
-
-
Kelly, P.A.1
Derin, K.2
Hartt, K.D.3
-
32
-
-
0024715149
-
Simultaneous parameter estimation and segmentation of Gibbs random fields using simulated annealing
-
S. Lakshmanan, and H. Derin Simultaneous parameter estimation and segmentation of Gibbs random fields using simulated annealing IEEE Transactions on Pattern Analysis and Machine Intelligence 11 8 1989 799 813
-
(1989)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.11
, Issue.8
, pp. 799-813
-
-
Lakshmanan, S.1
Derin, H.2
-
33
-
-
0034850577
-
A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics
-
Martin, D.; Fowlkes, C.; Tal, D.; Malik J. (2001). A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics. IEEE International Conference on Computer Vision (ICCV) (pp. 416-423), vol. 2.
-
(2001)
EEE International Conference on Computer Vision (ICCV)
, vol.2
, pp. 416-423
-
-
Martin, D.1
Fowlkes, C.2
Tal, D.3
Malik, J.4
-
36
-
-
0035328421
-
Modeling the shape of the scene: A holistic representation of the spatial envelope
-
A. Oliva, and A. Torralba Modeling the shape of the scene: A holistic representation of the spatial envelope International Journal of Computer Vision 42 2001 145 175
-
(2001)
International Journal of Computer Vision
, vol.42
, pp. 145-175
-
-
Oliva, A.1
Torralba, A.2
-
37
-
-
33845458069
-
A color image segmentation approach for content-based image retrieval
-
M. Ozden, and E. Polat A color image segmentation approach for content-based image retrieval Pattern Recognition 40 4 2007 1318 1325
-
(2007)
Pattern Recognition
, vol.40
, Issue.4
, pp. 1318-1325
-
-
Ozden, M.1
Polat, E.2
-
38
-
-
0027658896
-
A review on image segmentation techniques
-
N.R. Pal, and S.K. Pal A review on image segmentation techniques Pattern Recognition 26 9 1993 1277 1294
-
(1993)
Pattern Recognition
, vol.26
, Issue.9
, pp. 1277-1294
-
-
Pal, N.R.1
Pal, S.K.2
-
39
-
-
0026842556
-
An adaptive clustering algorithm for image segmentation
-
T.N. Pappas An adaptive clustering algorithm for image segmentation IEEE Transactions on Signal Processing 40 4 1992 901 914
-
(1992)
IEEE Transactions on Signal Processing
, vol.40
, Issue.4
, pp. 901-914
-
-
Pappas, T.N.1
-
40
-
-
33750258446
-
Exploiting low-level image segmentation for object recognition
-
Lecture notes in computer science Springer Berlin/ Heidelberg
-
V. Roth, and B. Ommer Exploiting low-level image segmentation for object recognition Pattern recognition Lecture notes in computer science Vol. 4174 2006 Springer Berlin/ Heidelberg 11 20
-
(2006)
Pattern Recognition
, vol.4174
, pp. 11-20
-
-
Roth, V.1
Ommer, B.2
-
41
-
-
0031150151
-
A segmentation-based lossless image coding method for high-resolution medical image compression
-
L. Shen, and R.M. Rangayyan A segmentation-based lossless image coding method for high-resolution medical image compression IEEE Transactions on Medical Imaging 16 3 1997 301 307
-
(1997)
IEEE Transactions on Medical Imaging
, vol.16
, Issue.3
, pp. 301-307
-
-
Shen, L.1
Rangayyan, R.M.2
-
43
-
-
0017506560
-
Experiments in interpretation-guided segmentation
-
J.M. Tenenbaum, and H.G. Barrow Experiments in interpretation-guided segmentation Artificial Intelligence 8 1977 241 274
-
(1977)
Artificial Intelligence
, vol.8
, pp. 241-274
-
-
Tenenbaum, J.M.1
Barrow, H.G.2
-
44
-
-
84990619624
-
Color classification of natural color images
-
S. Tominaga Color classification of natural color images Color Research and Application 17 4 1992 230 239
-
(1992)
Color Research and Application
, vol.17
, Issue.4
, pp. 230-239
-
-
Tominaga, S.1
-
47
-
-
2942587071
-
Image segmentation using finite mixtures and spatial information
-
X. Yang, and Sh.M. Krishnan Image segmentation using finite mixtures and spatial information Image and Vision Computing 22 9 2004 735 745
-
(2004)
Image and Vision Computing
, vol.22
, Issue.9
, pp. 735-745
-
-
Yang, X.1
Krishnan, Sh.M.2
-
48
-
-
0034745001
-
Segmentation of brain MR images through a Hidden Markov random field model and the expectation-maximization algorithm
-
Y. Zhang, M. Brady, and S. Smith Segmentation of brain MR images through a Hidden Markov random field model and the expectation-maximization algorithm IEEE Transactions on Medical Imaging 20 1 2001 45 57
-
(2001)
IEEE Transactions on Medical Imaging
, vol.20
, Issue.1
, pp. 45-57
-
-
Zhang, Y.1
Brady, M.2
Smith, S.3
-
49
-
-
0038309400
-
EM algorithms for Gaussian mixtures with split-and-merge operation
-
Z. Zhang, C. Chen, J. Sun, and K.L. Chan EM algorithms for Gaussian mixtures with split-and-merge operation Pattern Recognition 36 9 2003 1973 1983
-
(2003)
Pattern Recognition
, vol.36
, Issue.9
, pp. 1973-1983
-
-
Zhang, Z.1
Chen, C.2
Sun, J.3
Chan, K.L.4
-
51
-
-
0030247213
-
Region competition: Unifying snakes, region growing, and bayes/mdl for multiband image segmentation
-
S.C. Zhu, and A. Yuille Region competition: Unifying snakes, region growing, and bayes/mdl for multiband image segmentation IEEE Transactions on Pattern Analysis and Machine Intelligence 18 9 1996 884 900
-
(1996)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.18
, Issue.9
, pp. 884-900
-
-
Zhu, S.C.1
Yuille, A.2
-
53
-
-
67650686123
-
Finite gamma mixture modeling using minimum message length inference: Application to SAR image analysis
-
D. Ziou, N. Bouguila, M.S. Allili, and A. El Zaart Finite gamma mixture modeling using minimum message length inference: Application to SAR image analysis International Journal of Remote Sensing 30 3 2009 771 792
-
(2009)
International Journal of Remote Sensing
, vol.30
, Issue.3
, pp. 771-792
-
-
Ziou, D.1
Bouguila, N.2
Allili, M.S.3
El Zaart, A.4
|