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75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArtur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo: On the Use of Suffix Arrays for Memory-Efficient Lempel-Ziv Data Compression. DCC 2009: 444
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques: Trajectory Modeling Using Mixtures of Vector Fields. IbPRIA 2009: 40-47
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArtur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo: On the Use of Suffix Arrays for Memory-Efficient Lempel-Ziv Data Compression CoRR abs/0903.4251: (2009)
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLManuele Bicego, Mário A. T. Figueiredo: Soft clustering using weighted one-class support vector machines. Pattern Recognition 42(1): 27-32 (2009)
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoão P. Oliveira, José M. Bioucas-Dias, Mário A. T. Figueiredo: Adaptive total variation image deblurring: A majorization-minimization approach. Signal Processing 89(9): 1683-1693 (2009)
2008
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé M. Bioucas-Dias, Mário A. T. Figueiredo: An iterative algorithm for linear inverse problems with compound regularizers. ICIP 2008: 685-688
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques: Unsupervised learning of motion patterns using generative models. ICIP 2008: 761-764
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndré F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing: Nonextensive entropic kernels. ICML 2008: 640-647
67no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Pereira Coutinho, Mário A. T. Figueiredo: Information Theoretic Text Classification Methods Evaluation. PRIS 2008: 77-85
66no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArtur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo: Suffix Arrays - A Competitive Choice for Fast Lempel-Ziv Compressions. SIGMAP 2008: 5-12
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndré F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo: Nonextensive Generalizations of the Jensen-Shannon Divergence CoRR abs/0804.1653: (2008)
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Rabbat, Mário A. T. Figueiredo, Robert D. Nowak: Network Inference From Co-Occurrences. IEEE Transactions on Information Theory 54(9): 4053-4068 (2008)
2007
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDong Seon Cheng, Mário A. T. Figueiredo: Cosegmentation for Image Sequences. ICIAP 2007: 635-640
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé M. Bioucas-Dias, Mário A. T. Figueiredo: Two-Step Algorithms for Linear Inverse Problems with Non-Quadratic Regularization. ICIP (1) 2007: 105-108
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques: Semi-Supervised Learning of Switched Dynamical Models for Classification of Human Activities in Surveillance Applications. ICIP (3) 2007: 197-200
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques: On-Line Classification of Human Activities. IbPRIA (2) 2007: 444-451
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoão P. Oliveira, Mário A. T. Figueiredo, José M. Bioucas-Dias: Blind Estimation of Motion Blur Parameters for Image Deconvolution. IbPRIA (2) 2007: 604-611
58no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo: Semi-Supervised and Active Learning. PRIS 2007: 9
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, José M. Bioucas-Dias, Robert D. Nowak: Majorization-Minimization Algorithms for Wavelet-Based Image Restoration. IEEE Transactions on Image Processing 16(12): 2980-2991 (2007)
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé M. Bioucas-Dias, Mário A. T. Figueiredo: A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration. IEEE Transactions on Image Processing 16(12): 2992-3004 (2007)
2006
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArtur J. Ferreira, Mário A. T. Figueiredo: Hybrid generative/discriminative training of radial basis function networks. ESANN 2006: 599-604
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo: Semi-Supervised Clustering: Application to Image Segmentation. GfKl 2006: 39-50
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, José M. Bioucas-Dias, João P. Oliveira, Robert D. Nowak: On Total Variation Denoising: A New Majorization-Minimization Algorithm and an Experimental Comparisonwith Wavalet Denoising. ICIP 2006: 2633-2636
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo: On Semi-supervised Learning. MRCS 2006: 602
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Rabbat, Mário A. T. Figueiredo, Robert D. Nowak: Inferring Network Structure from Co-Occurrences. NIPS 2006: 1105-1112
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, Dong Seon Cheng, Vittorio Murino: Clustering Under Prior Knowledge with Application to Image Segmentation. NIPS 2006: 401-408
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Rabbat, Mário A. T. Figueiredo, Robert Nowak: Network Inference from Co-Occurrences CoRR abs/cs/0605100: (2006)
2005
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo: Bayesian Image Segmentation Using Wavelet-Based Priors. CVPR (1) 2005: 437-443
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo: Bayesian Image Segmentation Using Gaussian Field Priors. EMMCVPR 2005: 74-89
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLP. Latorre, G. Peris-Fajarnes, Mário A. T. Figueiredo: Image Segmentation for the Application of the Neugebauer Colour Prediction Model on Inkjet Printed Ceramic Tiles. ICIAR 2005: 9-16
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, Robert D. Nowak: A bound optimization approach to wavelet-based image deconvolution. ICIP (2) 2005: 782-785
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques: Recognition of human activities using space dependent switched dynamical models. ICIP (3) 2005: 852-855
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Pereira Coutinho, Mário A. T. Figueiredo: Information Theoretic Text Classification Using the Ziv-Merhav Method. IbPRIA (2) 2005: 355-362
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndré F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo: Orientation in Manhattan: Equiprojective Classes and Sequential Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 27(5): 822-826 (2005)
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBalaji Krishnapuram, Lawrence Carin, Mário A. T. Figueiredo, Alexander J. Hartemink: Sparse Multinomial Logistic Regression: Fast Algorithms and Generalization Bounds. IEEE Trans. Pattern Anal. Mach. Intell. 27(6): 957-968 (2005)
2004
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCéu L. Beirão, Mário A. T. Figueiredo: Defect Detection in Textile Images Using Gabor Filters. ICIAR (2) 2004: 841-848
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBalaji Krishnapuram, David Williams, Ya Xue, Alexander J. Hartemink, Lawrence Carin, Mário A. T. Figueiredo: On Semi-Supervised Classification. NIPS 2004
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, Edwin R. Hancock, Marcello Pelillo, Josiane Zerubia: Guest Editors' Introduction to the Special Section on Energy Minimization Methods in Computer Vision and Pattern Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 26(2): 145-146 (2004)
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBalaji Krishnapuram, Alexander J. Hartemink, Lawrence Carin, Mário A. T. Figueiredo: A Bayesian Approach to Joint Feature Selection and Classifier Design. IEEE Trans. Pattern Anal. Mach. Intell. 26(9): 1105-1111 (2004)
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMartin H. C. Law, Mário A. T. Figueiredo, Anil K. Jain: Simultaneous Feature Selection and Clustering Using Mixture Models. IEEE Trans. Pattern Anal. Mach. Intell. 26(9): 1154-1166 (2004)
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLManuele Bicego, Vittorio Murino, Mário A. T. Figueiredo: Similarity-based classification of sequences using hidden Markov models. Pattern Recognition 37(12): 2281-2291 (2004)
2003
34no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnand Rangarajan, Mário A. T. Figueiredo, Josiane Zerubia: Energy Minimization Methods in Computer Vision and Pattern Recognition, 4th International Workshop, EMMCVPR 2003, Lisbon, Portugal, July 7-9, 2003, Proceedings Springer 2003
33no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndré F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo: Navigating in Manhattan: 3D orientation from video without correspondences. ICIP (1) 2003: 285-288
32no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArtur J. Ferreira, Mário A. T. Figueiredo: Class-adapted image compression using independent component analysis. ICIP (1) 2003: 625-628
31no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSandra V. B. Jardim, Mário A. T. Figueiredo: Automatic contour estimation in fetal ultrasound images. ICIP (2) 2003: 1065-1068
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, Anil K. Jain, Martin H. C. Law: A Feature Selection Wrapper for Mixtures. IbPRIA 2003: 229-237
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLManuele Bicego, Vittorio Murino, Mário A. T. Figueiredo: Similarity-Based Clustering of Sequences Using Hidden Markov Models. MLDM 2003: 86-95
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, Edwin R. Hancock, Marcello Pelillo, Josiane Zerubia: Guest Editors' Introduction to the Special Section on Energy Minimization Methods in Computer Vision and Pattern Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 25(11): 1361-1363 (2003)
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo: Adaptive Sparseness for Supervised Learning. IEEE Trans. Pattern Anal. Mach. Intell. 25(9): 1150-1159 (2003)
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, Robert D. Nowak: An EM algorithm for wavelet-based image restoration. IEEE Transactions on Image Processing 12(8): 906-916 (2003)
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLManuele Bicego, Vittorio Murino, Mário A. T. Figueiredo: A sequential pruning strategy for the selection of the number of states in hidden Markov models. Pattern Recognition Letters 24(9-10): 1395-1407 (2003)
2002
24no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndré Jalobeanu, Robert D. Nowak, Josiane Zerubia, Mário A. T. Figueiredo: Satellite and aerial image deconvolution using an EM method with complex wavelets. ICIP (1) 2002: 333-336
23no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert D. Nowak, Mário A. T. Figueiredo: Image restoration under wavelet-domain priors: an expectation-maximization approach. ICIP (1) 2002: 337-340
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMartin H. C. Law, Anil K. Jain, Mário A. T. Figueiredo: Feature Selection in Mixture-Based Clustering. NIPS 2002: 625-632
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, Anil K. Jain: Unsupervised Learning of Finite Mixture Models. IEEE Trans. Pattern Anal. Mach. Intell. 24(3): 381-396 (2002)
2001
20no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, Josiane Zerubia, Anil K. Jain: Energy Minimization Methods in Computer Vision and Pattern Recognition, Third International Workshop, EMMCVPR 2001, Sophia Antipolis, France, September 3-5, 2001, Proceedings Springer 2001
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, Anil K. Jain: Bayesian Learning of Sparse Classifiers. CVPR (1) 2001: 35-41
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLUnoma Ndili, Robert D. Nowak, Mário A. T. Figueiredo: Coding theoretic approach to image segmentation. ICIP (3) 2001: 78-81
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo: Adaptive Sparseness Using Jeffreys Prior. NIPS 2001: 697-704
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAditya Vailaya, Mário A. T. Figueiredo, Anil K. Jain, HongJiang Zhang: Image classification for content-based indexing. IEEE Transactions on Image Processing 10(1): 117-130 (2001)
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, Robert D. Nowak: Wavelet-based image estimation: an empirical Bayes approach using Jeffrey's noninformative prior. IEEE Transactions on Image Processing 10(9): 1322-1331 (2001)
2000
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, Anil K. Jain: Unsupervised Selection and Estimation of Finite Mixture Models. ICPR 2000: 2087-2090
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo: On Gaussian Radial Basis Function Approximations: Interpretation, Extensions, and Learning Strategies. ICPR 2000: 2618-2621
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert D. Nowak, Mário A. T. Figueiredo: Unsupervised Segmentation of Poisson Data. ICPR 2000: 3159-3162
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, José M. N. Leitão, Anil K. Jain: Unsupervised contour representation and estimation using B-splines and a minimum description length criterion. IEEE Transactions on Image Processing 9(6): 1075-1087 (2000)
1999
10no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, José M. N. Leitão, Anil K. Jain: On Fitting Mixture Models. EMMCVPR 1999: 54-69
9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert D. Nowak, Mário A. T. Figueiredo: Unsupervised Progressive Parsing of Poisson Fields Using Minimum Description Length, Criteria. ICIP (2) 1999: 26-30
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAditya Vailaya, Mário A. T. Figueiredo, Anil K. Jain, HongJiang Zhang: Content-Based Hierarchical Classification of Vacation Images. ICMCS, Vol. 1 1999: 518-523
1998
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé M. N. Leitão, Mário A. T. Figueiredo: Absolute phase image reconstruction: a stochastic nonlinear filtering approach. IEEE Transactions on Image Processing 7(6): 868-882 (1998)
1997
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, José M. N. Leitão, Anil K. Jain: Adaptive B-Splines and Boundary Estimation. CVPR 1997: 724-
5no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, José M. N. Leitão, Anil K. Jain: Adaptive Parametrically Deformable Contours. EMMCVPR 1997: 35-50
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, José M. N. Leitão: Unsupervised image restoration and edge location using compound Gauss-Markov random fields and the MDL principle. IEEE Transactions on Image Processing 6(8): 1089-1102 (1997)
1995
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé M. N. Leitão, Mário A. T. Figueiredo: Interferometric image reconstruction as a nonlinear Bayesian estimation problem. ICIP 1995: 2453-2456
1994
2no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, José M. N. Leitão: Adaptive Discontinuity Location in Image Restoration. ICIP (2) 1994: 665-669
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMário A. T. Figueiredo, José M. N. Leitão: Sequential and parallel image restoration: neural network implementations. IEEE Transactions on Image Processing 3(6): 789-801 (1994)

Coauthor Index

1Pedro M. Q. Aguiar [33] [42] [65] [68]
2Céu L. Beirão [40]
3Manuele Bicego [25] [29] [35] [72]
4José M. Bioucas-Dias [53] [56] [57] [59] [62] [70] [71]
5Lawrence Carin [37] [39] [41]
6Dong Seon Cheng [50] [63]
7David Pereira Coutinho [43] [67]
8Artur J. Ferreira [32] [55] [66] [73] [75]
9Edwin R. Hancock [28] [38]
10Alexander J. Hartemink [37] [39] [41]
11Anil K. Jain [5] [6] [8] [10] [11] [14] [16] [19] [20] [21] [22] [30] [36]
12André Jalobeanu [24]
13Sandra V. B. Jardim [31]
14Balaji Krishnapuram [37] [39] [41]
15P. Latorre [46]
16Martin H. C. Law [22] [30] [36]
17José M. N. Leitão [1] [2] [3] [4] [5] [6] [7] [10] [11]
18Jorge S. Marques [44] [60] [61] [69] [74]
19André F. T. Martins [33] [42] [65] [68]
20Vittorio Murino [25] [29] [35] [50]
21Jacinto C. Nascimento [44] [60] [61] [69] [74]
22Unoma Ndili [18]
23Robert D. Nowak (Robert Nowak) [9] [12] [15] [18] [23] [24] [26] [45] [49] [51] [53] [57] [64]
24Arlindo L. Oliveira [66] [73] [75]
25João P. Oliveira [53] [59] [71]
26Marcello Pelillo [28] [38]
27G. Peris-Fajarnes [46]
28Michael Rabbat [49] [51] [64]
29Anand Rangarajan [34]
30Noah A. Smith [68]
31Aditya Vailaya [8] [16]
32David Williams [39]
33Eric P. Xing [68]
34Ya Xue [39]
35Josiane Zerubia [20] [24] [28] [34] [38]
36HongJiang Zhang (Hong-Jiang Zhang) [8] [16]

Colors in the list of coauthors

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