Edit Profile Figueiredo, Mário A. T. Compute Distance To: Compute Author ID: figueiredo.mario-a-t Published as: Figueiredo, M. A. T.; Figueiredo, Mario A. T.; Figueiredo, Mário; Figueiredo, Mário A. T. External Links: ORCID · dblp Documents Indexed: 32 Publications since 1998, including 2 Books all top 5 Co-Authors 2 single-authored 8 Bioucas-Dias, José M. 5 Bicego, Manuele 4 Nowak, Robert D. 3 Aguiar, Pedro M. Q. 3 Jain, Anil Kumar 3 Torres Martins, André Filipe 3 Murino, Vittorio 2 Afonso, Manya V. 2 Almeida, Mariana S. C. 2 Fred, Ana L. N. 2 Leitão, José M. N. 2 Lourenço, André 2 Marques, Jorge S. 2 Nascimento, Jacinto C. 2 Oliveira, João P. 2 Pelillo, Marcello 2 Rebagliati, Nicola 2 Rota Bulò, Samuel 2 Smith, Noah A. 2 Xing, Eric P. 2 Zerubia, Josiane 1 Aidos, Helena 1 Castellani, Umberto 1 Denitto, Matteo 1 Farinelli, Alessandro 1 Niknejad, Milad 1 Perina, Alessandro 1 Rabbat, Michael G. 1 Rangarajan, Anand 1 Teodoro, Afonso M. 1 Ulaş, Aydın 1 Vailaya, Aditya 1 Wright, Stephen J. 1 Zhang, Hong-Jiang all top 5 Serials 16 IEEE Transactions on Image Processing 2 Pattern Recognition 2 Journal of Machine Learning Research (JMLR) 2 Lecture Notes in Computer Science 1 IEEE Transactions on Information Theory 1 Signal Processing 1 Machine Learning 1 IEEE Transactions on Signal Processing 1 Pattern Recognition Letters all top 5 Fields 18 Information and communication theory, circuits (94-XX) 14 Computer science (68-XX) 9 Statistics (62-XX) 7 Numerical analysis (65-XX) 5 Operations research, mathematical programming (90-XX) 2 Integral transforms, operational calculus (44-XX) 1 Probability theory and stochastic processes (60-XX) 1 Biology and other natural sciences (92-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 24 Publications have been cited 659 times in 547 Documents Cited by ▼ Year ▼ Sparse reconstruction by separable approximation. Zbl 1391.94442Wright, Stephen J.; Nowak, Robert D.; Figueiredo, Mário A. T. 201 2009 An EM algorithm for wavelet-based image restoration. Zbl 1279.94015Figueiredo, Mário A. T.; Nowak, Robert D. 113 2003 Fast image recovery using variable splitting and constrained optimization. Zbl 1371.94018Afonso, Manya V.; Bioucas-Dias, José M.; Figueiredo, Mário A. T. 79 2010 An augmented Lagrangian approach to the constrained optimization formulation of imaging inverse problems. Zbl 1372.94004Afonso, Manya V.; Bioucas-Dias, José M.; Figueiredo, Mário A. T. 54 2011 Restoration of Poissonian images using alternating direction optimization. Zbl 1371.94128Figueiredo, Mário A. T.; Bioucas-Dias, José M. 49 2010 Adaptive total variation image deblurring: a majorization-minimization approach. Zbl 1178.94029Oliveira, João P.; Bioucas-Dias, José M.; Figueiredo, Mário A. T. 40 2009 Multiplicative noise removal using variable splitting and constrained optimization. Zbl 1371.94055Bioucas-Dias, José M.; Figueiredo, Mário A. T. 31 2010 Wavelet-based image estimation: An empirical Bayes approach using Jeffrey’s noninformative prior. Zbl 1037.68775Figueiredo, Mário A. T.; Nowak, Robert D. 21 2001 Deconvolving images with unknown boundaries using the alternating direction method of multipliers. Zbl 1373.94019Almeida, Mariana S. C.; Figueiredo, Mário A. T. 19 2013 Image classification for content-based indexing. Zbl 1061.68580Vailaya, Aditya; Figueiredo, Mário A. T.; Jain, Anil K.; Zhang, Hong-Jiang 10 2001 Soft clustering using weighted one-class support vector machines. Zbl 1173.68623Bicego, Manuele; Figueiredo, Mario A. T. 8 2009 Parameter estimation for blind and non-blind deblurring using residual whiteness measures. Zbl 1373.94018Almeida, Mariana S. C.; Figueiredo, Mário A. T. 7 2013 Nonextensive information theoretic kernels on measures. Zbl 1235.68174Martins, André F. T.; Smith, Noah A.; Xing, Eric P.; Aguiar, Pedro M. Q.; Figueiredo, Mário A. T. 6 2009 Parametric blur estimation for blind restoration of natural images: linear motion and out-of-focus. Zbl 1374.94290Oliveira, João P.; Figueiredo, Mário A. T.; Bioucas-Dias, José M. 4 2014 Unsupervised contour representation and estimation using B-splines and a minimum description length criterion. Zbl 0969.65015Figueiredo, Mário A. T.; Leitão, José M. N.; Jain, Anil K. 3 2000 A convergent image fusion algorithm using scene-adapted Gaussian-mixture-based denoising. Zbl 1409.94587Teodoro, Afonso M.; Bioucas-Dias, José M.; Figueiredo, Mário A. T. 2 2019 \(\mathrm{AD}^3\): alternating directions dual decomposition for MAP inference in graphical models. Zbl 1337.68226Martins, André F. T.; Figueiredo, Mário A. T.; Aguiar, Pedro M. Q.; Smith, Noah A.; Xing, Eric P. 2 2015 Probabilistic consensus clustering using evidence accumulation. Zbl 1322.62174Lourenço, André; Bulò, Samuel Rota; Rebagliati, Nicola; Fred, Ana L. N.; Figueiredo, Mário A. T.; Pelillo, Marcello 2 2015 Similarity-based clustering of sequences using hidden Markov models. Zbl 1029.68561Bicego, Manuele; Murino, Vittorio; Figueiredo, Mário A. T. 2 2003 A sequential pruning strategy for the selection of the number of states in hidden Markov models. Zbl 1020.62071Bicego, Manuele; Murino, Vittorio; Figueiredo, Mário A. T. 2 2003 Learning similarities from examples under the evidence accumulation clustering paradigm. Zbl 1314.68257Fred, Ana L. N.; Lourenço, André; Aidos, Helena; Bulò, Samuel Rota; Rebagliati, Nicola; Figueiredo, Mário A. T.; Pelillo, Marcello 1 2013 Trajectory classification using switched dynamical hidden Markov models. Zbl 1373.62314Nascimento, Jacinto C.; Figueiredo, Mário A. T.; Marques, Jorge S. 1 2010 Network inference from co-occurrences. Zbl 1322.68170Rabbat, Michael; Figueiredo, Mário A. T.; Nowak, Robert D. 1 2008 Energy minimization methods in computer vision and pattern recognition. 4th international workshop, EMMCVPR 2003, Lisbon, Portugal, July 7–9, 2003. Proceedings. Zbl 1048.68892Rangarajan, Anand (ed.); Figueiredo, Mário (ed.); Zerubia, Josiane (ed.) 1 2003 A convergent image fusion algorithm using scene-adapted Gaussian-mixture-based denoising. Zbl 1409.94587Teodoro, Afonso M.; Bioucas-Dias, José M.; Figueiredo, Mário A. T. 2 2019 \(\mathrm{AD}^3\): alternating directions dual decomposition for MAP inference in graphical models. Zbl 1337.68226Martins, André F. T.; Figueiredo, Mário A. T.; Aguiar, Pedro M. Q.; Smith, Noah A.; Xing, Eric P. 2 2015 Probabilistic consensus clustering using evidence accumulation. Zbl 1322.62174Lourenço, André; Bulò, Samuel Rota; Rebagliati, Nicola; Fred, Ana L. N.; Figueiredo, Mário A. T.; Pelillo, Marcello 2 2015 Parametric blur estimation for blind restoration of natural images: linear motion and out-of-focus. Zbl 1374.94290Oliveira, João P.; Figueiredo, Mário A. T.; Bioucas-Dias, José M. 4 2014 Deconvolving images with unknown boundaries using the alternating direction method of multipliers. Zbl 1373.94019Almeida, Mariana S. C.; Figueiredo, Mário A. T. 19 2013 Parameter estimation for blind and non-blind deblurring using residual whiteness measures. Zbl 1373.94018Almeida, Mariana S. C.; Figueiredo, Mário A. T. 7 2013 Learning similarities from examples under the evidence accumulation clustering paradigm. Zbl 1314.68257Fred, Ana L. N.; Lourenço, André; Aidos, Helena; Bulò, Samuel Rota; Rebagliati, Nicola; Figueiredo, Mário A. T.; Pelillo, Marcello 1 2013 An augmented Lagrangian approach to the constrained optimization formulation of imaging inverse problems. Zbl 1372.94004Afonso, Manya V.; Bioucas-Dias, José M.; Figueiredo, Mário A. T. 54 2011 Fast image recovery using variable splitting and constrained optimization. Zbl 1371.94018Afonso, Manya V.; Bioucas-Dias, José M.; Figueiredo, Mário A. T. 79 2010 Restoration of Poissonian images using alternating direction optimization. Zbl 1371.94128Figueiredo, Mário A. T.; Bioucas-Dias, José M. 49 2010 Multiplicative noise removal using variable splitting and constrained optimization. Zbl 1371.94055Bioucas-Dias, José M.; Figueiredo, Mário A. T. 31 2010 Trajectory classification using switched dynamical hidden Markov models. Zbl 1373.62314Nascimento, Jacinto C.; Figueiredo, Mário A. T.; Marques, Jorge S. 1 2010 Sparse reconstruction by separable approximation. Zbl 1391.94442Wright, Stephen J.; Nowak, Robert D.; Figueiredo, Mário A. T. 201 2009 Adaptive total variation image deblurring: a majorization-minimization approach. Zbl 1178.94029Oliveira, João P.; Bioucas-Dias, José M.; Figueiredo, Mário A. T. 40 2009 Soft clustering using weighted one-class support vector machines. Zbl 1173.68623Bicego, Manuele; Figueiredo, Mario A. T. 8 2009 Nonextensive information theoretic kernels on measures. Zbl 1235.68174Martins, André F. T.; Smith, Noah A.; Xing, Eric P.; Aguiar, Pedro M. Q.; Figueiredo, Mário A. T. 6 2009 Network inference from co-occurrences. Zbl 1322.68170Rabbat, Michael; Figueiredo, Mário A. T.; Nowak, Robert D. 1 2008 An EM algorithm for wavelet-based image restoration. Zbl 1279.94015Figueiredo, Mário A. T.; Nowak, Robert D. 113 2003 Similarity-based clustering of sequences using hidden Markov models. Zbl 1029.68561Bicego, Manuele; Murino, Vittorio; Figueiredo, Mário A. T. 2 2003 A sequential pruning strategy for the selection of the number of states in hidden Markov models. Zbl 1020.62071Bicego, Manuele; Murino, Vittorio; Figueiredo, Mário A. T. 2 2003 Energy minimization methods in computer vision and pattern recognition. 4th international workshop, EMMCVPR 2003, Lisbon, Portugal, July 7–9, 2003. Proceedings. Zbl 1048.68892Rangarajan, Anand (ed.); Figueiredo, Mário (ed.); Zerubia, Josiane (ed.) 1 2003 Wavelet-based image estimation: An empirical Bayes approach using Jeffrey’s noninformative prior. Zbl 1037.68775Figueiredo, Mário A. T.; Nowak, Robert D. 21 2001 Image classification for content-based indexing. Zbl 1061.68580Vailaya, Aditya; Figueiredo, Mário A. T.; Jain, Anil K.; Zhang, Hong-Jiang 10 2001 Unsupervised contour representation and estimation using B-splines and a minimum description length criterion. Zbl 0969.65015Figueiredo, Mário A. T.; Leitão, José M. N.; Jain, Anil K. 3 2000 all cited Publications top 5 cited Publications all top 5 Cited by 1,179 Authors 17 Lu, Zhaosong 10 Zeng, Tie Yong 9 Pong, Ting Kei 8 Dong, Bin 8 Huang, Ting-Zhu 8 Liu, Jun 8 Lu, Jian 8 Lv, Xiaoguang 8 Shen, Lixin 7 Chen, Dai-Qiang 7 Dai, Yu-Hong 7 Donatelli, Marco 7 Pereyra, Marcelo 7 Shen, Zuowei 7 Xu, Yuesheng 6 Chen, Xiaojun 6 Cheng, Wanyou 6 Feng, Xiangchu 6 Hager, William W. 6 Yuan, Xiaoming 5 Bonettini, Silvia 5 Cheng, Lizhi 5 Fadili, Jalal M. 5 Lanza, Alessandro 5 Loris, Ignace 5 Lou, Yifei 5 Ma, Shiqian 5 Maass, Peter 5 Nocedal, Jorge 5 Ruggiero, Valeria 5 Sgallari, Fiorella 5 Toh, Kimchuan 5 Wright, Stephen J. 5 Xiao, Yunhai 5 Xu, Chen 5 Zhang, Hongchao 5 Zhang, Wenxing 5 Zhang, Yong 4 Bala Abubakar, Auwal 4 Chan, Raymond Hon-Fu 4 Hancock, Edwin Robert 4 Huang, Yakui 4 Jiang, Le 4 Kumam, Poom 4 Li, Donghui 4 Liu, Hongwei 4 Morigi, Serena 4 Peyré, Gabriel 4 Sun, Defeng 4 Wang, Si 4 Wen, Youwei 4 Wu, Lei 4 Yun, Sangwoon 4 Zanni, Luca 4 Zhang, Haibin 4 Zhang, Xiaoqun 3 Awwal, Aliyu Muhammed 3 Bai, Lu 3 Benfenati, Alessandro 3 Bertero, Mario 3 Blanchard, Jeffrey D. 3 Byrd, Richard H. 3 Cai, Jian-Feng 3 Curtis, Frank E. 3 Dell’Acqua, Pietro 3 Duan, Yuping 3 Elad, Michael 3 Figueiredo, Mário A. T. 3 Fornasier, Massimo 3 Goldfarb, Donald 3 Hao, Yan 3 He, Bingsheng 3 Hu, Qingjie 3 Huang, Jin 3 Jin, Bangti 3 Li, Fang 3 Liu, Jiaqi 3 Liu, Tianxiang 3 Loli Piccolomini, Elena 3 Luo, Jian 3 Luo, Zhi-Quan 3 Ma, Liyan 3 Ng, Michael Kwok-Po 3 Osher, Stanley Joel 3 Pesquet, Jean-Christophe 3 Porta, Federica 3 Qiu, Peihua 3 Rinaldi, Francesco 3 Robinson, Daniel P. 3 Scheinberg, Katya 3 Song, Xinmin 3 Starck, Jean-Luc 3 Sun, Zhe 3 Tanner, Jared W. 3 Unser, Michael A. 3 Vidakovic, Brani 3 Wei, Zhihui 3 Wen, Zaiwen 3 Xu, Jianlou 3 Xue, Feng ...and 1,079 more Authors all top 5 Cited in 140 Serials 26 SIAM Journal on Imaging Sciences 25 Journal of Mathematical Imaging and Vision 25 Computational Optimization and Applications 22 SIAM Journal on Optimization 22 Applied and Computational Harmonic Analysis 20 Pattern Recognition 19 Journal of Computational and Applied Mathematics 17 Journal of Scientific Computing 17 Mathematical Problems in Engineering 16 Mathematical Programming. Series A. Series B 14 Applied Mathematics and Computation 12 Inverse Problems and Imaging 11 Inverse Problems 11 Optimization Methods & Software 9 Computers & Mathematics with Applications 9 Information Sciences 9 SIAM Journal on Scientific Computing 8 Numerical Algorithms 7 Signal Processing 6 Journal of Optimization Theory and Applications 6 Machine Learning 6 Computational Statistics and Data Analysis 6 Journal of the Operations Research Society of China 5 Journal of the Franklin Institute 5 Automatica 5 Multidimensional Systems and Signal Processing 5 Journal of Global Optimization 5 Applied Mathematical Modelling 5 International Journal of Wavelets, Multiresolution and Information Processing 5 Journal of Industrial and Management Optimization 4 Mathematics of Computation 4 Calcolo 4 Circuits, Systems, and Signal Processing 4 International Journal of Computer Mathematics 4 Journal of Inequalities and Applications 4 Journal of Machine Learning Research (JMLR) 3 The Annals of Statistics 3 Mathematics of Operations Research 3 SIAM Journal on Numerical Analysis 3 Optimization 3 Neural Networks 3 International Journal of Computer Vision 3 Journal of Inverse and Ill-Posed Problems 3 Advances in Computational Mathematics 3 The Journal of Fourier Analysis and Applications 3 Soft Computing 3 Foundations of Computational Mathematics 3 Optimization Letters 3 EURASIP Journal on Advances in Signal Processing 3 Mathematical Programming Computation 3 Science China. Mathematics 3 Statistics and Computing 2 Journal of Computational Physics 2 International Journal for Numerical Methods in Engineering 2 Numerische Mathematik 2 Systems & Control Letters 2 Applied Numerical Mathematics 2 Neural Computation 2 International Journal of Adaptive Control and Signal Processing 2 Linear Algebra and its Applications 2 SIAM Review 2 Numerical Linear Algebra with Applications 2 Computational and Applied Mathematics 2 ETNA. Electronic Transactions on Numerical Analysis 2 Abstract and Applied Analysis 2 Mathematical Methods of Operations Research 2 Statistical Methodology 2 Inverse Problems in Science and Engineering 2 Electronic Journal of Statistics 2 Journal of Mathematical Modeling 1 Artificial Intelligence 1 Computer Physics Communications 1 Discrete Applied Mathematics 1 International Journal of Heat and Mass Transfer 1 Journal of Mathematical Analysis and Applications 1 Journal of Mathematical Physics 1 Mathematical Methods in the Applied Sciences 1 Scandinavian Journal of Statistics 1 Annals of the Institute of Statistical Mathematics 1 Applied Mathematics and Optimization 1 Fuzzy Sets and Systems 1 Journal of the American Statistical Association 1 Journal of Functional Analysis 1 Journal of the Korean Mathematical Society 1 Journal of Statistical Planning and Inference 1 Kybernetika 1 Memoirs of the American Mathematical Society 1 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods 1 Programming and Computer Software 1 SIAM Journal on Control and Optimization 1 Theoretical Computer Science 1 Acta Mathematicae Applicatae Sinica. English Series 1 Statistical Science 1 Journal of the American Mathematical Society 1 SIAM Journal on Matrix Analysis and Applications 1 Communications in Statistics. Simulation and Computation 1 European Journal of Operational Research 1 Journal of Statistical Computation and Simulation 1 SIAM Journal on Applied Mathematics 1 SIAM Journal on Mathematical Analysis ...and 40 more Serials all top 5 Cited in 35 Fields 243 Numerical analysis (65-XX) 237 Information and communication theory, circuits (94-XX) 224 Operations research, mathematical programming (90-XX) 137 Computer science (68-XX) 81 Statistics (62-XX) 63 Calculus of variations and optimal control; optimization (49-XX) 28 Biology and other natural sciences (92-XX) 26 Harmonic analysis on Euclidean spaces (42-XX) 22 Systems theory; control (93-XX) 13 Operator theory (47-XX) 11 Partial differential equations (35-XX) 8 Linear and multilinear algebra; matrix theory (15-XX) 8 Probability theory and stochastic processes (60-XX) 5 Combinatorics (05-XX) 5 Functional analysis (46-XX) 5 Optics, electromagnetic theory (78-XX) 4 Ordinary differential equations (34-XX) 4 Approximations and expansions (41-XX) 4 Integral equations (45-XX) 4 Convex and discrete geometry (52-XX) 4 Mechanics of deformable solids (74-XX) 4 Quantum theory (81-XX) 4 Geophysics (86-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Special functions (33-XX) 2 Abstract harmonic analysis (43-XX) 2 Integral transforms, operational calculus (44-XX) 2 Classical thermodynamics, heat transfer (80-XX) 2 Astronomy and astrophysics (85-XX) 1 General and overarching topics; collections (00-XX) 1 History and biography (01-XX) 1 Number theory (11-XX) 1 Real functions (26-XX) 1 Difference and functional equations (39-XX) 1 Fluid mechanics (76-XX) Citations by Year