Creating and sharing knowledge for telecommunications
... José Manuel Bioucas Dias

Senior Researcher

José Bioucas-Dias

Academic position: Full Professor
Joining date: 01-01-1999
Roles in IT: Senior Researcher
Scientific Area: Networks and Multimedia
Group: Pattern and Image Analysis – Lx

Email: Send Email
Address: IT – Lisboa
Instituto Superior Técnico - Torre Norte - Piso 10
Av. Rovisco Pais, 1
1049 - 001 Lisboa
Tel: +351 21 841 84 54
Fax: +351 21 841 84 72

Personal page


Bio

José Bioucas-Dias received the EE, MSc, PhD, and “Agregado” degrees in electrical and computer engineering from Instituto Superior Técnico (IST), Universidade Técnica de Lisboa (now Universidade de Lisboa), Portugal, in 1985, 1991, 1995, and 2007, respectively. Since 1995, he has been with the Department of Electrical and Computer Engineering, IST, where he is an Associate Professor and teaches inverse problems and electric communications. He is also a Senior Researcher with the Pattern and Image Analysis group of the Instituto de Telecomunicações, which is a private non-profit research institution.

His research interests include inverse problems, signal and image processing, pattern recognition, optimization, and remote sensing. José Bioucas-Dias is an IEEE Fellow, is included in Thomson Reuters' Highly Cited Researchers 2015 list, and received the IEEE-GRSS David Landgrebe Award for 2017.

José Bioucas-Dias was an Associate Editor for the IEEE Transactions on Circuits and Systems and IEEE Transactions on Image Processing. He is a Senior Area Editor for the IEEE Transactions on Image Processing and an Associate Editor for the IEEE Transactions on Geoscience and Remote Sensing. He was a Guest Editor for 6 special issues of IEEE journals. He was the General Co-Chair of the 3rd IEEE GRSS Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote sensing (WHISPERS'2011) and has been a member of program/technical committees of several international conferences.


Scientific Achievements

  • Agregação, Instituto Superior Técnico, 01-01-2007
  • PhD, Instituto Superior Técnico, 24-11-1995
  • MSc, Instituto Superior Técnico, 02-02-1991
  • Licenciatura, Instituto Superior Técnico, 13-12-1985
  • Statistical Image Processing
  • Image Restoration/Segmantation/Classification
  • Inverse Problems
  • Optimization/Graph Cuts
  • Hyperspectral Imaging
  • Applications in Medical Imaging and Remote Sensing (SAR/SAS, ISAR/ISAS, InSAR/InSAS)
  • IEEE - Institute of Electrical and Electronics Engineers, 01-01-2017, Fellow
  • IEEE - Institute of Electrical and Electronics Engineers, 12-12-2015, Senior Member
  • Instituto Superior Técnico, 06-06-2008 - 10-11-2017, Associate Professor
  • IEEE - Institute of Electrical and Electronics Engineers, 12-12-1997 - 06-06-2016, Member
  • Instituto Superior Técnico, 03-03-1995 - 01-01-2007, Assistant Professor
Supervision of theses
  • Colonic polyp detection in wireless capsule endoscopy images using a local approximation techniques, MSc Student, Filipe João Cabrita Condessa, 03-2011
  • Estimação de Fase Absoluta em Interferometria SAR, MSc Student, Tiago Silva, 06-2003
Co-Supervision of theses
  • Pulse Compression in Radar Applications, MSc Student, Ivo Alexandre de Oliveira Ribeiro, 05-2013
  • G. Martin Martin, J. Nascimento, J. Bioucas-Dias, 14 - Parallel coded aperture method for hyperspectral compressive sensing on GPU, Chapter in, Compressive Sensing of Earth Observations, C.H. Chen, Taylor & Francis, -, 2017
  • J. Nascimento, J. Bioucas-Dias, Hyperspectral Imagery Framework for Unmixing and Dimensionality Estimation, Chapter in, Pattern Recognition - Applications and Methods, Pedro Latorre Carmona, J. Salvador Sánchez, Ana L.N. Fred, Elsevier Science, 2013
  • J. Nascimento, J. Bioucas-Dias, Signal Subspace Identification in Hyperspecral Imagery, Chapter in, Signal and Image Processing for Remote Sensing, C.H. Chen, CRC Press, 2012
  • J. Nascimento, J. Bioucas-Dias, Unmixing Hyperspectral Data: Independent and Dependent Component Analysis, Chapter in, Hyperspectral Data Exploitation: Theory and Applications, Chein-I Chang, John Wiley & Sons, 2007
  • J. Bioucas-Dias, J. Nascimento, Vertex component analysis: a geometric-based approach to unmix hyperspectral data, Chapter in, Hyperspectral Data Exploitation: Theory and Applications, Chein-I Chang, John Wiley & Sons, 2006
  • Y. Liu, F. Condessa, J. Bioucas-Dias, J. Li, P. Du, A. Plaza, Convex formulation for multiband image classification with superpixel-based spatial regularization, IEEE Trans. on Geoscience and Remote Sensing, Vol. 99, No. 1, pp. 1 - 18, December, 2018 | BibTex
  • L. Zhuang, J. Bioucas-Dias, Fast hyperspertral image denoising and inpainting based on low-rank and sparse representations, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 0, No. 0, pp. 0 - 0, September, 2018 | Full text (PDF 15 MBs) | BibTex
  • A. Halimi, J. Bioucas-Dias, Dobigeon, G. Buller, S.W.M. McLaughlin, Fast hyperspectral unmixing in presence of nonlinearity or mismodelling effects, IEEE Transactions on Computational Imaging, Vol. 3, No. 2, pp. 146 - 159, December, 2017 | BibTex
  • L. Gao, D. Yao, Q. Li, L. Zhuang, B. Zhang, J. Bioucas-Dias, A new low-rank representation based hyperspectral image denoising method for mineral mapping, Remote Sensing, Vol. 9, No. 11, pp. 1145 - 1165, November, 2017 | BibTex
  • J. Sigurdsson, M. Ulfarsson, J. Sveinsson, J. Bioucas-Dias, Sparse distributed multitemporal hyperspectral unmixing, IEEE Trans. on Geoscience and Remote Sensing, Vol. PP, No. 99, pp. 1 - 16, July, 2017 | BibTex
  • F. Condessa, J. Bioucas-Dias, J. Kovacevic Kovacevic, Performance measures for classification systems with rejection, Pattern Recognition, Vol. 63, No. PP, pp. 437 - 450, March, 2017 | BibTex
  • M. Simões, L. Almeida, J. Bioucas-Dias, J. Chanussot, A Framework for Fast Image Deconvolution with Incomplete Observations, IEEE Trans. on Image Processing, Vol. 25, No. 11, pp. 5266 - 5280, November, 2016,
    | Abstract
    | Full text (PDF 2 MBs) | BibTex
  • M. Lopes, C. Calado, M. A. T. Figueiredo, J. Bioucas-Dias, Does Nonlinear Modeling Play a Role in Plasmid Bioprocess Monitoring using Fourier Transform Infrared Spectra?, Applied Spectroscopy, Vol. -, No. -, pp. - - -, November, 2016,
    | Abstract
    | BibTex
  • Q. Wei, Dobigeon, J.-Y. Tourneret, J. Bioucas-Dias, S. Godsill, R-FUSE: robust fast fusion of multi-band images based on solving a Sylvester equation, IEEE Signal Processing Letters, Vol. 23, No. 11, pp. 1632 - 1636, November, 2016 | BibTex
  • Q. Wei, J. Bioucas-Dias, N. Dobigeon, J.-Y. Tourneret, M. Chen, S. Godsil, Multiband image fusion based on spectral unmixing, IEEE Trans. on Geoscience and Remote Sensing, Vol. PP, No. 99, pp. 1 - 14, September, 2016,
    | Abstract
    | BibTex
  • A. Halimi, P. Honeine, J. Bioucas-Dias, Hyperspectral unmixing in presence of endmember variability, nonlinearity, or mismodeling effects, IEEE Trans. on Image Processing, Vol. 25, No. 10, pp. 4565 - 4579, July, 2016,
    | Abstract
    | BibTex
  • J. Li, J. Bioucas-Dias, A. Plaza, Robust collaborative nonnegative matrix factorization for hyperspectral unmixing, IEEE Trans. on Geoscience and Remote Sensing, Vol. 54, No. 10, pp. 6076 - 6090, July, 2016,
    | Abstract
    | BibTex
  • G. Camps-Valls, J. Bioucas-Dias, M. Crawford, A special issue on advances in machine learning for remote sensing and geosciences [From the Guest Editors], IEEE Geoscience and Remote Sensing Magazine, Vol. 4, No. 2, pp. 5 - 7, June, 2016 | BibTex
  • F. Condessa, J. Bioucas-Dias, J. Kovacevic Kovacevic, Supervised Hyperspectral Image Classification With Rejection, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. PP, No. 99, pp. 1 - 14, May, 2016 | BibTex
  • G. Martin Martin, J. Bioucas-Dias, Hyperspectral Blind Reconstruction From Random Spectral Projections, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. PP, No. 99, pp. 1 - 10, April, 2016,
    | Abstract
    | BibTex
  • A. Veganzones, M. Simões, G. Licciardi, N. Yokoya, J. Bioucas-Dias, J. Chanussot, Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data, IEEE Trans. on Image Processing, Vol. 25, No. 1, pp. 274 - 288, January, 2016 | BibTex
  • X. Fu, W. Ma, J. Bioucas-Dias, T. Chan, Semiblind hyperspectral unmixing in the presence of spectral library mismatches, IEEE Trans. on Geoscience and Remote Sensing, Vol. PP, No. 99, pp. 1 - 14, January, 2016 | BibTex
  • Y Altmann, M, Pereyra, J. Bioucas-Dias, Collaborative sparse regression using spatially correlated supports - Application to hyperspectral unmixing, IEEE Trans. on Image Processing, Vol. 24, No. 12, pp. 5800 - 5811, December, 2015 | BibTex
  • J. Li, M. Khodadadzadeh, A. Plaza, Jia, J. Bioucas-Dias, A discontinuity preserving relaxation scheme for spectral–spatial hyperspectral image classification, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. PP, No. 99, pp. 1 - 14, November, 2015,
    | Abstract
    | BibTex
  • S. Prasad, J. Chanussot, J. E. Fowler, J. Bioucas-Dias, C. D. Creuserre, Introduction to the Issue on Advances in Hyperspectral Data Processing and Analysis, IEEE Journal of Selected Topics in Signal Processing, Vol. 9, No. 6, pp. 961 - 963, September, 2015 | Full text (PDF 532 KBs) | BibTex
  • J. Li, A. Agathos, J. Bioucas-Dias, D. Zaharie, A. Plaza, X. Li, Minimum volume simplex analysis: a fast algorithm for linear hyperspectral unmixing, IEEE Trans. on Geoscience and Remote Sensing, Vol. 53, No. 9, pp. 5067 - 5082, September, 2015 | Full text (PDF 1 MB) | BibTex
  • Loncan, L. Almeida, J. Bioucas-Dias, Briottet, Chanussot, Dobigeon, Fabre, Liao, Licciardi, M. Simões, Tourneret, Vengazones, Vivone, Wei, Hyperspectral pansharpening: a review, IEEE Geoscience and Remote Sensing Magazine, Vol. 3, No. 3, pp. 27 - 46, September, 2015 | BibTex
  • Q. Wei, J. Bioucas-Dias, Dobigeon, J.-Y. Tourneret, Hyperspectral and multispectral image Fusion based on a sparse representation, IEEE Trans. on Geoscience and Remote Sensing, Vol. PP, No. 99, pp. 1 - 11, August, 2015 | BibTex
  • X. Fu, W. Ma, T. Chan, J. Bioucas-Dias, Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search are Related, IEEE Journal of Selected Topics in Signal Processing, Vol. PP, No. 99, pp. 1 - 14, July, 2015 | BibTex
  • H. Hongxing, J. Bioucas-Dias, V. Katkovnik, Interferometric phase image estimation via sparse coding in the complex domain, IEEE Trans. on Geoscience and Remote Sensing, Vol. PP, No. 99, pp. 1 - 16, June, 2015 | BibTex
  • M. Simões, J. Bioucas-Dias, L. Almeida, J. Chanussot, A Convex Formulation for Hyperspectral Image Superresolution via Subspace-Based Regularization, IEEE Trans. on Geoscience and Remote Sensing, Vol. 53, No. 6, pp. 3373 - 3388, June, 2015 | Full text (PDF 1 MB) | BibTex
  • G. Martin Martin, J. Bioucas-Dias, A. Plaza, HYCA: a new technique for hyperspectral compressive sensing, IEEE Trans. on Geoscience and Remote Sensing, Vol. 53, No. 5, pp. 2819 - 3831, May, 2015 | BibTex
  • S. B. G. Garcia, G. Martin Martin, J. Nascimento, J. Bioucas-Dias, V. Silva, Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 9, No. 2, pp. 932 - 944, May, 2015,
    | Abstract
    | BibTex
  • G. Vivone, M. Simões, M. Mura, R. Restaino, J. Bioucas-Dias, G. Licciardi, J. Chanussot, Pansharpening based on semiblind deconvolution, IEEE Trans. on Geoscience and Remote Sensing, Vol. 53, No. 4, pp. 1997 - 2010, April, 2015 | Full text (PDF 2 MBs) | BibTex
  • M. Khodadadzadeh, J. Li, A. Plaza, J. Bioucas-Dias, A subspace-based multinomial logistic regression for hyperspectral image classification, IEEE Geoscience and Remote Sensing Letters, Vol. 11, No. 12, pp. 2105 - 2109, December, 2014 | BibTex
  • M. Khodadadzadeh, J. Li, H. Ghassemian, J. Bioucas-Dias, X. Li, Spectral-spatial classification of hyperspectral data using local and global probabilities for mixed pixel characterization, IEEE Trans. on Geoscience and Remote Sensing, Vol. 52, No. 10, pp. 6298 - 6314, October, 2014 | BibTex
  • H. He, L. Condat, J. Bioucas-Dias, J. Chanussot, J. Xia, A new pansharpening method based on spatial and spectral sparsity priors, IEEE Trans. on Image Processing, Vol. 23, No. 9, pp. 4160 - 4170, September, 2014 | BibTex
  • V. Katkovnik, J. Bioucas-Dias, Wavefront reconstruction in phase-shifting interferometry via sparse coding of amplitude and absolute phase, Journal of the Optical Society of America A-Optics Image Science and Vision, Vol. 31, No. 8, pp. 1801 - 1810, August, 2014 | BibTex
  • M. Iordache, L. Tits, J. Bioucas-Dias, A. Plaza, B. Somers, A Dynamic Unmixing Framework for Plant Production System Monitoring, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 7, No. 6, pp. 2016 - 2034, June, 2014 | BibTex
  • J. Nascimento, J. Bioucas-Dias, J.M.R.A Alves, V. Silva, A. Plaza, Parallel Hyperspectral Unmixing on GPUs, IEEE Geoscience and Remote Sensing Letters, Vol. 11, No. 3, pp. 666 - 670, March, 2014,
    | Abstract
    | BibTex
  • J. Li, X. Huang, P. Gamba, J. Bioucas-Dias, J. A. Benediktsson, A. Plaza, Multiple Feature Learning for Hyperspectral Image Classification, IEEE Trans. on Geoscience and Remote Sensing, Vol. 53, No. 3, pp. 1592 - 1606, March, 2014 | BibTex
  • J. Oliveira, M. A. T. Figueiredo, J. Bioucas-Dias, Parametric Blur Estimation for Blind Restoration of Natural Images: Linear Motion and Out-of-Focus, IEEE Trans. on Image Processing, Vol. 23, No. 1, pp. 466 - 477, January, 2014,
    | Abstract
    | BibTex
  • W. Ma, J. Bioucas-Dias, T. Chan, N. Gillis, Gader, A. Plaza, A. Ambikapathi, C. Chi, A signal processing perspective on hyperspectral unmixing, IEEE Signal Processing Magazine, Vol. 31, No. 1, pp. 67 - 81, January, 2014 | BibTex
  • W. Ma, J. Bioucas-Dias, J. Chanussot, Gader, Signal and Image Processing in Hyperspectral Remote Sensing [From the Guest Editors], IEEE Signal Processing Magazine, Vol. 31, No. 1, pp. 22 - 23, January, 2014 | BibTex
  • M. Almeida, R. V. Vigário, J. Bioucas-Dias, Separation of Synchronous Sources through Phase Locked Matrix Factorization, IEEE Trans. on Neural networks, Vol. 0, No. 0, pp. 0 - 0, January, 2014,
    | Abstract
    | BibTex
  • M. Iordache, J. Bioucas-Dias, A. Plaza, Somers, MUSIC-CSR: hyperspectral unmixing via multiple signal classification and collaborative sparse regression, IEEE Trans. on Geoscience and Remote Sensing, Vol. PP, No. 99, pp. 1 - 19, December, 2013 | BibTex
  • B. Song, J. Li, M. Mura, P. Li, A. Plaza, J. Bioucas-Dias, J. A. Benediktsson, J. Chanussot, Remotely sensed image classification using sparse representations of morphological attribute profiles, IEEE Trans. on Geoscience and Remote Sensing, Vol. PP, No. 99, pp. 1 - 15, November, 2013 | BibTex
  • J. Li, P. Marpu, A. Plaza, J. Bioucas-Dias, J. A. Benediktsson, Generalized composite kernel framework for hyperspectral image classification, IEEE Trans. on Geoscience and Remote Sensing, Vol. 51, No. 9, pp. 4816 - 4829, September, 2013 | BibTex
  • I. Dopido, J. Li, P. Marpu, J. Bioucas-Dias, A. Plaza, J. A. Benediktsson, Semi-supervised self-learning for hyperspectral image classification, IEEE Trans. on Geoscience and Remote Sensing, Vol. 51, No. 7, pp. 4032 - 4044, July, 2013 | BibTex
  • J. Bioucas-Dias, A. Plaza, G. Camps-Valls, N. Nasrabadi, P. Scheunders, J. Chanussot, Hyperspectral remote sensing data analysis and future challenges, IEEE Geoscience and Remote Sensing Magazine, Vol. 1, No. 2, pp. 6 - 36, June, 2013 | BibTex
  • P. Latorre, J. Bioucas-Dias, J. Ferré, Effect of denoising in band selection for regression tasks in hyperspectral datasets, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 6, No. 2, pp. 473 - 471, April, 2013 | BibTex
  • J. Li, J. Bioucas-Dias, A. Plaza, Semisupervised hyperspectral image classification using soft sparse multinomial logistic regression, IEEE Geoscience and Remote Sensing Letters, Vol. 10, No. 2, pp. 318 - 322, March, 2013 | BibTex
  • M. Almeida, J. Bioucas-Dias, R. V. Vigário, Separation of phase-locked sources in pseudo-real MEG data, EURASIP Journal on Appl. Signal Processing, Vol. 2013, No. 32, pp. 0 - 0, February, 2013,
    | Abstract
    | Full text (PDF 1 MB) | BibTex
  • J. Li, J. Bioucas-Dias, A. Plaza, Spectral-spatial classification of hyperspectral data using loopy belief propagation and active learning, IEEE Trans. on Geoscience and Remote Sensing, Vol. 51, No. 2, pp. 844 - 856, February, 2013 | BibTex
  • M. Iordache, J. Bioucas-Dias, A. Plaza, Collaborative sparse regression for hyperspectral unmixing, IEEE Trans. on Geoscience and Remote Sensing, Vol. 52, No. 1, pp. 341 - 354, January, 2013 | BibTex
  • M. Iordache, J. Bioucas-Dias, A. Plaza, Total variation spatial regularization for sparse hyperspectral unmixing, IEEE Trans. on Geoscience and Remote Sensing, Vol. 50, No. 11, pp. 4484 - 4502, December, 2012 | BibTex
  • P. Pedrosa, R. Dinis, F. Nunes, J. Bioucas-Dias, Phase Drift Estimation and Symbol Detection in Digital Communications: A Stochastic Recursive Filtering Approach, IEEE Communications Letters, Vol. 16, No. 6, pp. 854 - 857, June, 2012 | BibTex
  • N. Brás, J. Bioucas-Dias, RCM Martins, A. Serra, An Alternating Direction Algorithm for Total Variation Reconstruction of Distributed Parameters, IEEE Trans. on Image Processing, Vol. 21, No. 6, pp. 1 - 2, May, 2012 | BibTex
  • A. Plaza, J. Bioucas-Dias, Anita, J. Blackwell, Foreword to the special issue on hyperspectral image and signal processing, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 5, No. 2, pp. 347 - 353, April, 2012 | BibTex
  • J. Bioucas-Dias, A. Plaza, Dobigeon, Parente, Qian Du Du, Gader, J. Chanussot, Hyperspectral unmixing overview: geometrical, statistical, and sparse regression-based approaches, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 5, No. 2, pp. 354 - 370, April, 2012 | BibTex
  • J. Nascimento, J. Bioucas-Dias, Hyperspectral Unmixing based on Mixtures of Dirichlet Components, IEEE Trans. on Geoscience and Remote Sensing, Vol. 50, No. 3, pp. 863 - 878, March, 2012,
    | Abstract
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  • J. Li, J. Bioucas-Dias, A. Plaza, Spectral-spatial hyperspectral image segmentation using subspace multinomial logistic regression and Markov random fields, IEEE Trans. on Geoscience and Remote Sensing, Vol. 50, No. 3, pp. 809 - 823, March, 2012 | BibTex
  • M. Almeida, J. Bioucas-Dias, R. V. Vigário, E. O. Oja, A comparison of algorithms for separation of synchronous subspaces, Bulletin of the Polish Academy of Sciences, Vol. 0, No. 0, pp. 0 - 0, January, 2012,
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  • A. Plaza, Qian Du Du, J. Bioucas-Dias, Jia, Kruse, Foreword to the special issue on spectral unmixing of remotely sensed data, IEEE Trans. on Geoscience and Remote Sensing, Vol. 49, No. 11, pp. 4103 - 4109, November, 2011 | BibTex
  • J. Li, J. Bioucas-Dias, A. Plaza, Hyperspectral Image Segmentation Using a New Bayesian Approach with Active Learning, IEEE Trans. on Geoscience and Remote Sensing, Vol. 49, No. 10, pp. 3947 - 3960, October, 2011 | BibTex
  • M. Almeida, J.-H. Schleimer, R. V. Vigário, J. Bioucas-Dias, Source Separation and Clustering of Phase-Locked Subspaces, IEEE Trans. on Neural networks, Vol. 22, No. 9, pp. 1419 - 1434, September, 2011,
    | Abstract
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  • J. Borges, J. Bioucas-Dias, A. Marçal, Bayesian hyperspectral image segmentation with discriminative class learning, IEEE Trans. on Geoscience and Remote Sensing, Vol. 49, No. 6, pp. 2151 - 2164, June, 2011 | BibTex
  • M. Iordache, J. Bioucas-Dias, A. Plaza, Sparse unmixing of hyperspectral data, IEEE Trans. on Geoscience and Remote Sensing, Vol. 49, No. 2, pp. 2014 - 2039, June, 2011 | BibTex
  • M. Afonso, J. Bioucas-Dias, M. A. T. Figueiredo, An augmented Lagrangian approach to the constrained optimization formulation of imaging inverse problems, IEEE Trans. on Image Processing, Vol. 20, No. 3, pp. 681 - 695, March, 2011,
    | Abstract
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  • M. Lopes, J-C. Wolff, J. Bioucas-Dias, M. A. T. Figueiredo, Study on the effect of pixel resolution and blending grade on near-infrared hyperspectral unmixing of tablets, Applied Spectroscopy, Vol. 65, No. 2, pp. 193 - 200, February, 2011 | BibTex
  • M. A. T. Figueiredo, J. Bioucas-Dias, Restoration of Poissonian images using alternating direction optimization, IEEE Trans. on Image Processing, Vol. 19, No. 12, pp. 3133 - 3145, December, 2010,
    | Abstract
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  • M. Lopes, J-C. Wolff, J. Bioucas-Dias, M. A. T. Figueiredo, Quantification of components in nonhomogenous pharmaceutical tablets using near infrared reflectance imaging, Journal of Near Infrared Spectroscopy, Vol. 18, No. 5, pp. 333 - 340, November, 2010 | BibTex
  • J. Li, J. Bioucas-Dias, A. Plaza, Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression with Active Learning, IEEE Trans. on Geoscience and Remote Sensing, Vol. 48, No. 11, pp. 4085 - 4098, November, 2010 | BibTex
  • M. Afonso, J. Bioucas-Dias, M. A. T. Figueiredo, Fast image recovery using variable splitting and constrained optimization, IEEE Trans. on Image Processing, Vol. 19, No. 9, pp. 2345 - 2356, September, 2010 | BibTex
  • M. Lopes, J-C. Wolff, J. Bioucas-Dias, M. A. T. Figueiredo, Reply to the Comments on "Near-Infrared Hyperspectral Unmixing Based on a Minimum Volume Criterion for Fast and Accurate Chemometric Characterization of Counterfeit Tablets", Analytical Chemistry, Vol. 82, No. 20, pp. 8753 - 8754, September, 2010 | BibTex
  • J. Bioucas-Dias, M. A. T. Figueiredo, Multiplicative noise removal using variable splitting and constrained optimization, IEEE Trans. on Image Processing, Vol. 19, No. 7, pp. 1720 - 1730, July, 2010 | BibTex
  • M. Lopes, J-C. Wolff, J. Bioucas-Dias, M. A. T. Figueiredo, Near-infrared hyperspectral unmixing based on a minimum volume criterion for fast and accurate chemometric characterization of counterfeit tablets, Analytical Chemistry, Vol. 82, No. 4, pp. 1462 - 1469, February, 2010 | BibTex
  • S. Freitas, I. Trigo, J. Bioucas-Dias, Quantifying the uncertainty of land surface temperature retrievals from SEVIRI/Meteosat, IEEE Trans. on Geoscience and Remote Sensing, Vol. 48, No. 1, pp. 523 - 534, January, 2010 | BibTex
  • G. Valadão, J. Bioucas-Dias, CAPE: Combinatorial Absolute Phase Estimation, Journal of the Optical Society of America A-Optics Image Science and Vision, Vol. 26, No. 9, pp. 2093 - 2106, September, 2009,
    | Abstract
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  • J. Oliveira, J. Bioucas-Dias, M. A. T. Figueiredo, Adaptive total variation image deblurring: a majorization-minimization approach, Signal Processing, Vol. 89, No. 9, pp. 2479 - 2493, September, 2009,
    | Abstract
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  • M. Lopes, J-C. Wolff, J. Bioucas-Dias, M. A. T. Figueiredo, Determination of the composition of counterfeit Heptodin™ tablets by near infrared chemical imaging and classical least squares estimation, Analytica Chimica Acta, Vol. 641, No. 1-2, pp. 46 - 51, May, 2009 | BibTex
  • J. Bioucas-Dias, V. Katkovnik, J. Astola, K. Egiazarian, Absolute phase estimation: adaptive local denoising and global unwrapping, Applied Optics, Vol. 47, No. 29, pp. 5358 - 5369, October, 2008,
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  • J. Bioucas-Dias, J. Nascimento, Hyperspectral subspace identification, IEEE Trans. on Geoscience and Remote Sensing, Vol. 46, No. 8, pp. 2435 - 2445, August, 2008,
    | Abstract
    | Full text (PDF 540 KBs) | BibTex
  • J. Bioucas-Dias, M. A. T. Figueiredo, A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration, IEEE Trans. on Image Processing, Vol., No., pp. -, December, 2007 | BibTex
  • M. A. T. Figueiredo, J. Bioucas-Dias, R. Nowak, Majorization-minimization algorithms for wavelet-based image restoration, IEEE Trans. on Image Processing, Vol. 16, No. 12, pp. 2980 - 2991, December, 2007 | BibTex
  • P. Marques, J. Bioucas-Dias, Moving Target Trajectory Estimation in SAR Spatial Domain Using a Single Sensor, IEEE Trans. on Aerospace and Electronic Systems, Vol. 43, No. 3, pp. 864 - 874, July, 2007 | BibTex
  • J. Bioucas-Dias, G. Valadão, Phase Unwrapping via Graph Cuts, IEEE Trans. on Image Processing, Vol. 16, No. 3, pp. 698 - 709, March, 2007 | BibTex
  • J. Bioucas-Dias, Bayesian wavelet-based image deconvolution: a GEM algorithm exploting a class of heavy-tailed priors, IEEE Trans. on Image Processing, Vol. 15, No. 4, pp. 937 - 951, February, 2006 | BibTex
  • J. L. S. Sobrinho, J. Bioucas-Dias, P. Aguiar, O M(in)istério da Educação: ou o Problema da Colocação de Docentes 2004/2005, Ingenium, Vol., No. 87, pp. 70 - 73, May, 2005 | BibTex
  • J. Nascimento, J. Bioucas-Dias, Vertex Component Analisys: A Fast Algorithm to Unmix Hyperspectral Data, IEEE Trans. on Geoscience and Remote Sensing, Vol. 43, No. 4, pp. 898 - 910, April, 2005,
    | Abstract
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  • J. Nascimento, J. Bioucas-Dias, Does Independent Component Analysis Play a Role in Unmixing Hyperspectral Data?'', IEEE Trans. on Geoscience and Remote Sensing, Vol. 43, No. 1, pp. 175 - 187, January, 2005,
    | Abstract
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  • P. Marques, J. Bioucas-Dias, Velocity estimation of fast moving targets using a single SAR sensor, IEEE Trans. on Aerospace and Electronic Systems, Vol. 41, No. 1, pp. 75 - 89, January, 2005 | BibTex
  • J. Bioucas-Dias, P. Marques, Multiple Moving target detection and trajectory estimation using a single SAR sensor, IEEE Trans. on Aerospace and Electronic Systems, Vol. 39, No. 2, pp. 604 - 624, April, 2003 | BibTex
  • J. Bioucas-Dias, J. Leitão, E. Fonseca, Reconstruction of Backscattering and extinction coefficients in Lidar: a stochastic filtering approach, IEEE Trans. on Geoscience and Remote Sensing, Vol. 42, No. 2, pp. 604 - 624, February, 2003,
    | Abstract
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  • J. Bioucas-Dias, J. Leitão, Efficient computation of tr{AB-1} for Toeplitz matrices, IEEE Signal Processing Letters, Vol. 9, No. 2, pp. 44 - 46, May, 2002 | BibTex
  • J. Bioucas-Dias, J. Leitão, The ZpiM Algorithm for Interferometric Image Reconstruction in SAR/SAS, IEEE Trans. on Image Processing, Vol. 11, No. 4, pp. 408 - 422, April, 2002 | BibTex
  • J. Bioucas-Dias, J. Leitão, Nonparametric Estimation of Mean Doppler and Spectral Width, IEEE Trans. on Geoscience and Remote Sensing, Vol. 38, No. 1, pp. 271 - 282, January, 2000 | BibTex
  • J. Bioucas-Dias, J. Leitão, Wall position and thickness estimation from sequences of echocardiograms images, IEEE Trans. on Medical Imaging, Vol. 15, No. 1, pp. 25 - 38, February, 1996 | BibTex
  • J. Bioucas-Dias, J. Leitão, Asymptotically efficient estimation of spectral moments, IEEE Trans. on Signal Processing, Vol. 43, No. 9, pp. 2222 - 2225, September, 1995 | BibTex
  • A. Guarda, J. Bioucas-Dias, Nuno M. M. Rodrigues, F. Pereira, Improving Point Cloud to Surface Reconstruction with Generalized Tikhonov Regularization, IEEE Workshop on MultiMedia Signal Processing - MMSP, Luton, United Kingdom, Vol., pp. -, October, 2017,
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  • A. M. Teodoro, J. Bioucas-Dias, M. A. T. Figueiredo, Sharpening Hyperspectral Images Using Spatial and Spectral Priors in a Plug-and-Play Algorithm, Energy Minimization Methods in Computer Vision and Pattern Recognition, Venice, Italy, Vol., pp. -, October, 2017,
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  • J. Krishnan, J. Bioucas-Dias, Patch-based Interferometric Phase Estimation via Mixture of Gaussian Density Modelling & Non-local Averaging in the Complex Domain, British Machine Vision Conference, London, United Kingdom, Vol., pp. -, September, 2017,
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  • M. Niknejad, J. Bioucas-Dias, M. A. T. Figueiredo, Class-specific image denoising using importance sampling, IEEE International Conf. on Image Processing - ICIP, beijing, China, Vol., pp. -, September, 2017 | BibTex
  • L. Zhuang, L. Gao, B. Zhang, J. Bioucas-Dias, Hyperspectral image denoising and anomaly detection based on low-rank and sparse representations, SPIE - Conf. on Image and Signal Processing for Remote Sensing, Warsaw, Poland, Vol., pp. -, September, 2017,
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  • L. Zhuang, J. Bioucas-Dias, Hyperspectral image denoising based on global and non-local low-rank factorizations, IEEE International Conf. on Image Processing - ICIP, Beijing, China, Vol., pp. -, September, 2017 | Full text (PDF 1 MB) | BibTex
  • A. M. Teodoro, J. Bioucas-Dias, M. A. T. Figueiredo, Scene-adapted plug-and-play algorithm with convergence guarantees, IEEE International Workshop on Machine Learning for Signal Processing, Tokyo, Japan, Vol., pp. -, September, 2017,
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  • C. Paris, J. Bioucas-Dias, L. Bruzone, A hierarchical approach to superresolution of multispectral images with different spatial resolutions, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Fort Worth, Texas, USA, United States, Vol., pp. -, July, 2017 | BibTex
  • J. Bioucas-Dias, G. Martin Martin, Spatial-spectral hyperspectral compressive sensing, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Fort Worth, Texas, USA, United States, Vol., pp. -, July, 2017 | BibTex
  • Y. Sun, J. Bioucas-Dias, X Zhang, Y. Liu, A. Plaza, A new classification-oriented endmember extraction and sparse unmixing approach for hyperspectral data, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Fort Worth, Texas, USA, United States, Vol., pp. -, July, 2017 | BibTex
  • Y. Liu, J. Bioucas-Dias, J. Li, A. Plaza, Multi-superpixelization-based convex formulation for joint classification of hyperspectral and lidar data, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Fort Worth, Texas, USA, United States, Vol., pp. -, July, 2017 | BibTex
  • Y. Liu, J. Bioucas-Dias, J. Li, A. Plaza, Hyperspectral cloud shadow removal based on linear unmixing, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Fort Worth, Texas, USA, United States, Vol., pp. -, July, 2017 | BibTex
  • D. Yao, L. Zhuang, L. Gao, B. Zhang, J. Bioucas-Dias, Hyperspectral image inpainting based on low-rank representation: a case study on tiangong-1 data, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Fort Worth, United States, Vol., pp. -, July, 2017 | Full text (PDF 1 MB) | BibTex
  • A. M. Teodoro, J. Bioucas-Dias, M. A. T. Figueiredo, Image Sharpening using Scene-Adapted Priors, Workshop on Signal Processing with Adaptive Sparse Structured Representations - SPARS, Lisboa, Portugal, Vol., pp. -, June, 2017,
    | Abstract
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  • A. Halimi, J. Bioucas-Dias, N. Dobigeon, G. Buller, S.W.M. McLaughlin, Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities, IEEE International Conf. on Acoustics, Speech, and Signal Processing - ICASSP, New Orleans, United States, Vol., pp. -, March, 2017 | BibTex
  • A. M. Teodoro, J. Bioucas-Dias, M. A. T. Figueiredo, Sharpening Hyperspectral Images using Plug-and-Play Priors, 13th International Conference on Latent Variable Analysis and Signal Separation, Grenoble, France, Vol. -, pp. - - -, February, 2017,
    | Abstract
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  • A. M. Teodoro, J. Bioucas-Dias, M. A. T. Figueiredo, Image restoration and reconstruction using variable splitting and class-adapted image priors, IEEE International Conf. on Image Processing - ICIP, Phoenix, United States, Vol. -, pp. - - -, September, 2016,
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  • J. Bioucas-Dias, M. A. T. Figueiredo, Bayesian image segmentation using hidden fields supervised and semi-supervised formulations, European Signal Processing Conf. - EUSIPCO, Budapeste, Hungary, Vol. 1, pp. 1 - 5, September, 2016,
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  • A. M. Teodoro, J. Bioucas-Dias, M. A. T. Figueiredo, Image restoration with locally selected class-adapted models, IEEE International Workshop on Machine Learning for Signal Processing, Salerno, Italy, Vol. -, pp. - - -, September, 2016,
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  • Q. Wei, J. Bioucas-Dias, Dobigeon, High-resolution hyperspectral image fusion based on spectral unmixing, The International Society of Information Fusion (ISIF) 19th International Conference on Information Fusion (FUSION), 2016 FUSION, Heidelberg, Germany, Vol. 1, pp. 1 - 4, September, 2016,
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  • A. Halimi, P. Honeine, J. Bioucas-Dias, G. Buller, S.W.M. McLaughlin, Nonlinear hyperspectral unmixing accounting for spatial illumination variability, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS, Los Angeles, United States, Vol. 1, pp. 1 - 4, August, 2016 | BibTex
  • L. Zhuang, J. Bioucas-Dias, Fast Hyperspectral Image Denoising Based on Low Rank and Sparse Representations, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Beijing, China, Vol. 0, pp. 0 - 0, July, 2016,
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  • M. Iordache, N. Bhatia, J. Bioucas-Dias, A. Plaza, Uncertainty propagation from atmospheric parameters to sparse hyperspectral unmixing, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Beijing, China, Vol. PP, pp. 1 - 4, July, 2016 | BibTex
  • J. Cedillo, J. Bioucas-Dias, G. Martin Martin, J. Nascimento, Hyperspectral image reconstruction from random projections on GPUs, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Beijing, China, Vol. PP, pp. 1 - 4, July, 2016 | BibTex
  • J. Sigurdsson, M. Ulfarsson, J. Sveinsson, J. Bioucas-Dias, Sparse distributed hyperspectral unmixing, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Beijing, China, Vol. PP, pp. 1 - 4, July, 2016 | BibTex
  • A. Halimi, J. Bioucas-Dias, P. Honeine, Robust hyperspectral unmixing accounting for residual components, IEEE Workshop on Statistical Signal Processing - SSP, Palma de Maiorca, Spain, Vol. I, pp. 1 - 5, June, 2016 | Full text (PDF 653 KBs) | BibTex
  • J. Cedillo, J. Bioucas-Dias, V. Silva, J. Nascimento, SISAL Implementation on GPU for Hyperspectral Unmixing, Conf. on Telecommunications - ConfTele, Aveiro, Portugal, Vol. 0, pp. 0 - 0, September, 2015,
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  • S. B. G. Garcia, G. Martin Martin, J. Nascimento, J. Bioucas-Dias, A. Plaza, , , A Fast Parallel Hyperspectral Coded Aperture Algorithm for Compressive Sensing Using OpenCL, International Conf. on Computer as a Tool - Eurocon, Salamanca, Spain, Vol. --, pp. -- - --, September, 2015,
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  • M. Mura, J. Bioucas-Dias, J. Chanussot, An analysis of collaborative representation schemes for the classification of hyperspectral images, European Signal Processing Conf. - EUSIPCO, Nice, France, Vol. PP, pp. 1 - 5, August, 2015,
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  • M, Pereyra, J. Bioucas-Dias, M. A. T. Figueiredo, Maximum-a-posteriori estimation with unknown regularisation Parameters, European Signal Processing Conf. - EUSIPCO, Nice, France, Vol. PP, pp. 1 - 5, August, 2015,
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  • S. B. G. Garcia, G. Martin Martin, J. Nascimento, J. Bioucas-Dias, V. Silva, A. Plaza, GPU IMPLEMENTATION OF A HYPERSPECTRAL CODED APERTURE ALGORITHM FOR COMPRESSIVE SENSING, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Milan, Italy, Vol. -, pp. - - -, July, 2015 | BibTex
  • G. Martin Martin, J. Bioucas-Dias, A. Plaza, B-HYCA: BLIND HYPERSPECTRAL COMPRESSIVE SENSING, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Milan, Italy, Vol. -, pp. - - -, July, 2015 | BibTex
  • G. Martin Martin, J. Bioucas-Dias, HYPERSPECTRAL COMPRESSIVE SENSING FROM SPECTRAL PROJECTIONS, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Milan, Italy, Vol. -, pp. - - -, July, 2015 | BibTex
  • L. Loncan, J. Bioucas-Dias, L. Almeida, X. Briottet, J. Chanussot, Dobigeon, S. Fabre, W. Liao, G. Licciardi, M. Simões, J.-Y. Tourneret, A. Veganzones, G. Vivone, Q. Wei, N. Yokoya, Comparison of nine hyperspectral pansharpening methods, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Milan, Italy, Vol. PP, pp. 1 - 4, July, 2015,
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  • F. Condessa, J. Bioucas-Dias, J. Kovacevic Kovacevic, Supervised Hyperspectral Image Segmentation with Rejection, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Milan, Italy, Vol. ., pp. . - ., July, 2015 | Full text (PDF 361 KBs) | BibTex
  • S. B. G. Garcia, G. Martin Martin, J. Nascimento, J. Bioucas-Dias, A. Plaza, V. Silva, GPU IMPLEMENTATION OF A CONSTRAINED HYPERSPECTRAL CODED APERTURE ALGORITHM FOR COMPRESSIVE SENSING, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS, Tokyo, Japan, Vol. -, pp. - - -, June, 2015,
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  • M. Iordache, J. Bioucas-Dias, A. Plaza, Potential and limitations of band selection and library pruning in sparse hyperspectral unmixing, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS, Tokyo, Japan, Vol. 1, pp. 1 - 4, June, 2015 | BibTex
  • J. Li, J. Bioucas-Dias, A. Plaza, Robust collaborative nonnegative matrix factorization for hyperspectra unmixing (r-conmf), IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS, Tokyo, Japan, Vol. 1, pp. 1 - 4, June, 2015 | BibTex
  • F. Condessa, J. Bioucas-Dias, J. Kovacevic Kovacevic, SEGSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS, Tokyo, Japan, Vol. -, pp. - - -, June, 2015 | BibTex
  • F. Condessa, J. Bioucas-Dias, J. Kovacevic Kovacevic, Robust hyperspectral image classification with rejection fields, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS, Tokyo, Japan, Vol. -, pp. - - -, June, 2015 | BibTex
  • G. Martin Martin, J. Bioucas-Dias, HYPERSPECTRAL COMPRESSIVE ACQUISITION IN THE SPATIAL DOMAIN VIA BLIND FACTORIZATION, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS, Tokyo, Japan, Vol. -, pp. - - -, June, 2015 | BibTex
  • M. Khodadadzadeh, A. Plaza, J. Bioucas-Dias, Hyperspectral image classification based on union of subspaces, Joint Urban Remote Sensing Event - JURSE, Lausanne, Switzerland, Vol. PP, pp. 1 - 5, April, 2015,
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  • Q. Ferreira, A. Bragança, J. Oliveira, J. Bioucas-Dias, M. A. T. Figueiredo, L. Alcácer, J. Morgado, Nanostructured coatings for intraocular devices with drug delivery function, International Conf. on Biomedical Electronics and Devices - BIODEVICES, Lisboa, Portugal, Vol. na, pp. na - na, January, 2015,
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  • V. Katkovnik, K. Egiazarian, J. Bioucas-Dias, Phase imaging via sparse coding in the complex domain based on high-order SVD and nonlocal BM3D techniques, IEEE International Conf. on Image Processing - ICIP, Paris, France, Vol. 1, pp. 1 - 5, October, 2014 | BibTex
  • M. Simões, J. Bioucas-Dias, L. Almeida, J. Chanussot, Hyperspectral image superresolution: An edge-preserving convex formulation, IEEE International Conf. on Image Processing - ICIP, Paris, France, Vol. 1, pp. 4166 - 4170, October, 2014 | Full text (PDF 1 MB) | BibTex
  • A. Veganzones, M. Simões, G. Licciardi, J. Bioucas-Dias, J. Chanussot, Hyperspectral super-resolution of locally low rank images from complementary multisource data, IEEE International Conf. on Image Processing - ICIP, Paris, France, Vol. 1, pp. 703 - 707, October, 2014 | Full text (PDF 856 KBs) | BibTex
  • G. Licciardi, A. Veganzones, M. Simões, J. Bioucas-Dias, J. Chanussot, Super-resolution of hyperspectral images using local spectral unmixing, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS, Lausanne, Switzerland, Vol. 1, pp. 1 - 1, June, 2014 | Full text (PDF 145 KBs) | BibTex
  • J. Nascimento, J.M.R.A Alves, A. Plaza, V. Silva, J. Bioucas-Dias, Parallel Method for Sparse Semisupervised Hyperspectral Unmixing, Europe Remote Sensing - SPIE, Dresden, Germany, Vol. 8895, pp. 88950B - 88950B-8, September, 2013,
    | Abstract
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  • G. Martin Martin, J. Bioucas-Dias, A. Plaza, A. Plaza, "Hyperspectral Coded Aperture (HYCA): A New Technique for Hyperspectral Compressive Sensing, European Signal Processing Conf. - EUSIPCO, Marrakech, Morocco, Vol. 1, pp. 1 - 4, September, 2013 | BibTex
  • J.M.R.A Alves, J. Nascimento, J. Bioucas-Dias, A. Plaza, V. Silva, Parallel Sparse Unmixing of Hyperspectral Data, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Melbourne, Australia, Vol. -, pp. 1446 - 1449, July, 2013,
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  • M. Khodadadzadeh, J. Li, A. Plaza, H. Ghassemian, J. Bioucas-Dias, Spectral-Spatial Classification for Hyperspectral Data Using SVM and Subspace MLR, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Melbourne, Australia, Vol. 1, pp. 1 - 4, July, 2013 | BibTex
  • J. Nascimento, V. Silva, J. Bioucas-Dias, J.M.R.A Alves, Parallel Hyperspectral Unmixing Method on GPU, Conf. on Telecommunications - ConfTele, Castelo Branco, Portugal, Vol. -, pp. - - -, May, 2013,
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  • Qian Du Du, J. Bioucas-Dias, A. Plaza, Hyperspectral Band Selection Using a Collaborative Sparse Model, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Munich, Germany, Vol., pp. -, July, 2012 | BibTex
  • J.M.R.A Alves, J. Nascimento, J. Bioucas-Dias, V. Silva, A. Plaza, Parallel Implementation of Vertex Component Analysis for Hyperspectral Endmember Extraction, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Munich, Germany, Vol. -, pp. 4078 - 4081, July, 2012,
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  • G. Martin Martin, J. Bioucas-Dias, A. Plaza, Hyperspectral coded aperture (HYCA): a new technique for hyperspectral compressive sensing, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Munich, Germany, Vol., pp. -, July, 2012 | BibTex
  • M. Iordache, J. Bioucas-Dias, A. Plaza, DICTIONARY PRUNING IN SPARSE UNMIXING OF HYPERSPECTRAL DATA, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS, Shanghai, China, Vol. 1, pp. 1 - 4, June, 2012,
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  • I Dópido, J. Li, A. Plaza, J. Bioucas-Dias, A NEW SEMI-SUPERVISED APPROACH FOR HYPERSPECTRAL IMAGE CLASSIFICATION WITH DIFFERENT ACTIVE LEARNING STRATEGIES, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Shanghai, China, Vol., pp. -, June, 2012 | BibTex
  • J.M.R.A Alves, J. Nascimento, A. Plaza, S.S Sanchez, J. Bioucas-Dias, V. Silva, Vertex Component Analysis GPU-based Implementation for Hyperspectral Unmixing, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS, Shanghai, China, Vol. -, pp. 1 - 4, June, 2012,
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  • M. Almeida, R. V. Vigário, J. Bioucas-Dias, The Role of Whitening for Separation of Synchronous Sources, International Conf. on Latent Variable Analysis and Signal Separation - LVA, Tel-Aviv, Israel, Vol. 7191, pp. 139 - 146, March, 2012,
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  • J. Nascimento, J. Bioucas-Dias, Hyperspectral Unmixing with Simultaneous Dimensionality Estimation, International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Vilamoura, Portugal, Vol. -, pp. 438 - 444, February, 2012,
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  • M. Almeida, R. V. Vigário, J. Bioucas-Dias, Estimation of the Common Oscillation for Phase Locked Matrix Factorization, International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Vilamoura, Portugal, Vol. 1, pp. 78 - 85, February, 2012,
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  • J-C. Wolff, NM Mistry, JW Warrack, M. Lopes, J. Bioucas-Dias, M. A. T. Figueiredo, Near-infrared imaging and Raman mapping to understand the bigger picture of a counterfeit anti-viral medicine, Federation of Analytical Chemistry and Spectroscopy Societies - FACSS, Reno, United States, Vol. -, pp. - - -, October, 2011 | BibTex
  • M. Almeida, R. V. Vigário, J. Bioucas-Dias, Phase Locked Matrix Factorization, European Signal Processing Conf. - EUSIPCO, Barcelona, Spain, Vol. 0, pp. 1728 - 1732, August, 2011,
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  • M. Iordache, J. Bioucas-Dias, A. Plaza, Hyperspectral unmixing with sparse group lasso (accepted), IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Vancouver, Canada, Vol. 1, pp. 1 - 4, July, 2011 | BibTex
  • J. Bioucas-Dias, A. Plaza, An overview on hyperspectral unmixing: geometrical, statistical, and sparse regression based approaches, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Vancouver, Canada, Vol., pp. -, July, 2011 | BibTex
  • M. Lopes, J-C. Wolff, NM Mistry, JW Warrack, J. Bioucas-Dias, M. A. T. Figueiredo, Comparison of near infrared and Raman hyperspectral unmixing performances for chemical identification of pharmaceutical tablets, IEEE GRSS Workshop on Hyperspectral Image and Signal Processing, Lisbon, Portugal, Vol. -, pp. - - -, June, 2011 | BibTex
  • M. A. T. Figueiredo, J. Bioucas-Dias, An Alternating Direction Algorithm for (Overlapping) Group Regularization, Workshop on Signal Processing with Adaptive Sparse Structured Representations - SPARS’11, Edinburgh, United Kingdom, Vol., pp. -, June, 2011 | BibTex
  • M. Afonso, J. Bioucas-Dias, M. A. T. Figueiredo, Hybrid Synthesis-Analysis Frame-Based Regularization: A Criterion and an Algorithm, Workshop on Signal Processing with Adaptive Sparse Structured Representations - SPARS’11, Edinburgh, United Kingdom, Vol., pp. -, June, 2011 | BibTex
  • M. Iordache, J. Bioucas-Dias, A. Plaza, Total variation regularization in sparse hyperspectral unmixing, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS, Lisbon, Portugal, Vol. 1, pp. 1 - 4, June, 2011 | BibTex
  • M. Afonso, J. Bioucas-Dias, M. A. T. Figueiredo, Non-cyclic deconvolution using an augmented-Lagrangian method, EUROCON and CONFTELE 2011, Lisboa, Portugal, Vol., pp. -, April, 2011 | BibTex
  • M. A. T. Figueiredo, J. Bioucas-Dias, Frame-Based Deconvolution of Poissonian Images Using Alternating Direction Optimization, IEEE International Conf. on Image Processing - ICIP, Hong Kong, China, Vol., pp. -, September, 2010,
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  • M. Afonso, J. Bioucas-Dias, M. A. T. Figueiredo, An augmented lagrangian approach to linear inverse problems with compound regularization, IEEE International Conf. on Image Processing - ICIP, Hong Kong, China, Vol. 1, pp. 1 - 4, September, 2010 | BibTex
  • J. Nascimento, J. Bioucas-Dias, Unmixing Hyperspectral Intimate Mixtures, SPIE - Conf. on Image and Signal Processing for Remote Sensing, Toulouse, France, Vol. 7830, pp. 78300C - 78300C-8, September, 2010,
    | Abstract
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  • M. Almeida, J. Bioucas-Dias, R. V. Vigário, Independent Phase Analysis: Separating Phase-Locked Subspaces, International Conf. on Independent Component Analysis and Signal Separation, Saint-Malo, France, Vol. 6365, pp. 189 - 196, September, 2010 | BibTex
  • J. Bioucas-Dias, A. Plaza, Hyperspectral Unmixing: Geometrical, Statistical and Sparse Regression-Based Approache, SPIE - Conf. on Image and Signal Processing for Remote Sensing, Toulouse, France, Vol. 7830, pp. -, September, 2010 | BibTex
  • M. Iordache, J. Bioucas-Dias, A. Plaza, Recent developments in sparse hyperspectral unmixing, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Honolulu, United States, Vol. 1, pp. 1 - 4, July, 2010 | BibTex
  • J. Li, J. Bioucas-Dias, A. Plaza, Supervised Hyperspectral Image Segmentation Using Active Learning, IEEE GRSS Workshop on Hyperspectral Image and Signal Processing, Reykjavik, Iceland, Vol. 1, pp. 1 - 4, June, 2010 | BibTex
  • J. Li, J. Bioucas-Dias, A. Plaza, Exploiting Spatial Information in Semi-Supervised Hyperspectral Image Segmentation, IEEE GRSS Workshop on Hyperspectral Image and Signal Processing, Reykjavik, Iceland, Vol. 1, pp. 1 - 4, June, 2010 | BibTex
  • J. Bioucas-Dias, M. A. T. Figueiredo, Alternating direction algorithms for constrained sparse regression: Application to hyperspectral unmixing, IEEE GRSS Workshop on Hyperspectral Image and Signal Processing, Raykjavik, Iceland, Vol. 1, pp. -, June, 2010 | BibTex
  • V. Katkovnik, J. Bioucas-Dias, Multi-frequency Phase Unwrap from Noisy Data: Adaptive Least Squares Approach, EPFL - École Polytechnique Fédérale de Lausanne International Conf. on Advanced Phase Measurements in Optics Imaging - APMMOP, Locarno, Switzerland, Vol., pp. -, May, 2010 | BibTex
  • M. Afonso, J. Bioucas-Dias, M. A. T. Figueiredo, A fast algorithm for the constrained formulation of compressive image reconstruction and other linear inverse problems, IEEE International Conf. on Acoustics, Speech, and Signal Processing - ICASSP, Dallas, United States, Vol., pp. -, March, 2010,
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  • J. Bioucas-Dias, M. A. T. Figueiredo, Total variation restoration of speckled images using a split-Bregman algorithm, IEEE International Conf. on Image Processing - ICIP, Cairo, Egypt, Vol., pp. -, November, 2009,
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  • A. Ferreira, J. Bioucas-Dias, M. A. T. Figueiredo, An Experiment on Feature Selection for Sparse Data, Portuguese Conf. on Pattern Recognition - RecPad, Aveiro, Portugal, Vol., pp. -, October, 2009,
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  • J. Nascimento, J. Bioucas-Dias, Nonlinear Mixture Model for Hyperspectral Unmixing, SPIE - Conf. on Image and Signal Processing for Remote Sensing, Berlin, Germany, Vol. 7477, pp. 74770I - 74770I-8, September, 2009,
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  • M. A. T. Figueiredo, J. Bioucas-Dias, Deconvolution of Poissonian images using variable splitting and augmented Lagrangian optimization, IEEE Workshop on Statistical Signal Processing - SSP, Cardiff, United Kingdom, Vol., pp. -, September, 2009,
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  • M. A. T. Figueiredo, J. Bioucas-Dias, M. Afonso, Fast frame-based image deconvolution using variable splitting and constrained optimization, IEEE Workshop on Statistical Signal Processing - SSP, Cardiff, United Kingdom, Vol., pp. -, September, 2009,
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  • J. Li, J. Bioucas-Dias, A. Plaza, Semi-Supervised Hyperspectral Image Segmentation, IEEE GRSS Workshop on Hyperspectral Image and Signal Processing, Grenoble, France, Vol. 1, pp. 1 - 4, August, 2009,
    | Abstract
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  • M. Lopes, J-C. Wolff, J. Bioucas-Dias, M. A. T. Figueiredo, Spectral unmixing via minimum volume simplices: application to near infrared spectra of counterfeit tablets, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS, Grenoble, France, Vol. -, pp. - - -, August, 2009 | BibTex
  • J. Nascimento, J. Bioucas-Dias, Learning Dependent Sources using Mixtures of Dirichlet: Applications on Hyperspectral Unmixing, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS, Grenoble, France, Vol. -, pp. 1 - 5, August, 2009,
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  • J. Li, J. Bioucas-Dias, A. Plaza, Semi-Supervised Hyperspectral Classification and Segmentation with Discriminative Learning, Europe Remote Sensing - SPIE, Berlin, Germany, Vol. 7477, pp. 74770F-1 - 74770F-8, August, 2009 | Full text (PDF 136 KBs) | BibTex
  • J. Bioucas-Dias, A variable splitting augmented Lagrangian approach to linear spectral unmixing, IEEE GRSS Workshop on Hyperspectral Image and Signal Processing, Grenoble, France, Vol., pp. -, August, 2009 | BibTex
  • J. Bioucas-Dias, G. Valadão, Multifrequency absolute phase estimation via graph cuts, European Signal Processing Conf. - EUSIPCO, Glasgow, United Kingdom, Vol., pp. -, August, 2009 | BibTex
  • J. Li, J. Bioucas-Dias, A. Plaza, SEMI-SUPERVISED HYPERSPECTRAL IMAGE CLASSIFICATION BASED ON A MARKOV RANDOM FIELD AND SPARSE MULTINOMIAL LOGISTIC REGRESSION, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Cape Town, South Africa, Vol. 1, pp. 1 - 1-4, July, 2009 | Full text (PDF 117 KBs) | BibTex
  • M. Iordache, J. Bioucas-Dias, A. Plaza, Unmixing sparse hyperspectral mixtures, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Cape Twon, South Africa, Vol. 1, pp. 1 - 4, July, 2009 | BibTex
  • M. A. T. Figueiredo, J. Bioucas-Dias, Recent Advances in Iterative Shrinkage/Thresholding, Approximation and Optimization in Image Restoration and Reconstruction, Porquerolles, France, Vol., pp. -, June, 2009,
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  • J. Bioucas-Dias, V. Katkovnik, J. Astola, K. Egiazarian, Multi-frequency Phase Unwrapping from Noisy Data: Adaptive Local Maximum Likelihood Approach, Scandinavian Conf. on Image Analysis - SCIA, Oslo, Norway, Vol. 5575, pp. 310 - 320, June, 2009 | BibTex
  • J. Nascimento, J. Bioucas-Dias, Unsupervised Hyperspectral Signal Subspace Identification, Conf. on Telecommunications - ConfTele, Santa Maria da Feira, Portugal, Vol. 1, pp. 441 - 444, May, 2009,
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  • G. Valadão, J. Bioucas-Dias, From Diversity and Denoising to Phase Imaging, Conf. on Telecommunications - ConfTele, Santa Maria da Feira, Portugal, Vol. 1, pp. 245 - 249, May, 2009,
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  • M. Afonso, J. Bioucas-Dias, M. A. T. Figueiredo, Image Denoising with Compound Regularization Using a Bregman Iterative Algorithm, Conf. on Telecommunications - ConfTele, Santa Maria de Feira, Portugal, Vol. 1, pp. 1 - 4, May, 2009 | BibTex
  • M. Afonso, J. Bioucas-Dias, M. A. T. Figueiredo, A Bregman iterative approach to linear inverse problems with compound regularizers, Workshop on Signal Processing with Adaptive Sparse Structured Representations - SPARS’09, Saint-Malo, France, Vol., pp. -, April, 2009,
    | Abstract
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  • J. Li, J. Bioucas-Dias, A. Plaza, Hyperspectral image classification based on a fast Bregman sparse multinomial logistic regression algorithm, EARSeL SIG IS workshop, Tel- Aviv, Israel, Vol. 1, pp. 1 - 6, March, 2009 | BibTex
  • J. Nascimento, J. Bioucas-Dias, Separação de Dados Hiperespectrais por Análise de Componentes Dependentes, Jornadas de Engenharia de Electrónica e Telecomunicações e de Computadores do ISEL, lisbon, Portugal, Vol. -, pp. - - -, November, 2008,
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  • J. Nascimento, J. Bioucas-Dias, Separação de Dados Hiperespectrais Baseada na Análise de Vértices de um Simplex, Jornadas de Engenharia de Electrónica e Telecomunicações e de Computadores do ISEL, Lisbon, Portugal, Vol. -, pp. - - -, November, 2008,
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  • J. Bioucas-Dias, M. A. T. Figueiredo, An Iterative Algorithm for Linear Inverse Problems with Compound Regularizers, IEEE International Conf. on Image Processing - ICIP, San Diego, United States, Vol. ?, pp. ? - ?, September, 2008 | BibTex
  • I.R. Rodrigues, J. Sanches, J. Bioucas-Dias, Denoising of medical images corruped by Poisson noise, IEEE International Conf. on Image Processing - ICIP, San Diego, United States, Vol. ?, pp. ? - ?, September, 2008 | BibTex
  • M. Lopes, J-C. Wolff, J. Bioucas-Dias, M. A. T. Figueiredo, Determination of the composition of counterfeit drugs by near infrared chemical imaging, Federation of Analytical Chemistry and Spectroscopy Societies - FACSS, Reno, United States, Vol. -, pp. - - -, September, 2008 | BibTex
  • J. Nascimento, J. Bioucas-Dias, New Developments on VCA Unmixing Algorithm, SPIE - Conf. on Image and Signal Processing for Remote Sensing, Cardiff, United Kingdom, Vol. 7109, pp. 71090F - 71090F-9, September, 2008,
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  • G. Valadão, J. Bioucas-Dias, Phase Imaging: Unwrapping and Denoising with Diversity and Multi-Resolution, International Workshop on Local and Non-Local Approximation in Image Processing, Lausanne, Switzerland, Vol. 1, pp. 205 - 212, August, 2008 | BibTex
  • J. Li, J. Bioucas-Dias, Minimum volume simplex analysis: a fast algorithm to unmix hyperspectral data, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Boston, United States, Vol. 1, pp. 1 - 4, July, 2008 | Full text (PDF 1 MB) | BibTex
  • J. Bioucas-Dias, G. Valadão, Phase unwrapping via diversity and graph cuts, International Conf. on Systems, Signals and Image Processing - IWSSIP, Bratislava, Slovakia, Vol. ?, pp. ? - ?, June, 2008,
    | Abstract
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  • J. Borges, A. Marçal, J. Bioucas-Dias, Hyperspectral image segmentation using FSMLR with Jeffreys prior, EARSEL Symp., Istambul, Turkey, Vol. ?, pp. ? - ?, June, 2008 | BibTex
  • J. Bioucas-Dias, V. Katkovnik, J. Astola, K. Egiazarian, Adaptive local phase approximations and global unwrapping, IEEE EUSIPCO 3DTV-Conf.: The True Vision - Capture, Transmission and Display of 3D Video - 3DTV, Istambul, Turkey, Vol. ?, pp. ? - ?, May, 2008,
    | Abstract
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  • M. Iordache, J. Bioucas-Dias, Sparse hyperspectral unmixing, EARSeL SIG IS workshop, Tel Aviv, Israel, Vol. 1, pp. 1 - 4, March, 2008 | BibTex
  • J. Bioucas-Dias, M. A. T. Figueiredo, Two-step algorithms for linear inverse problems with non-quadratic regularization, IEEE International Conf. on Image Processing - ICIP, Texas, United States, Vol., pp. -, September, 2007 | BibTex
  • J. Nascimento, J. Bioucas-Dias, Blind Hyperspectral Unmixing, Europe Remote Sensing - SPIE, Florence, Italy, Vol. 6748, pp. 67480J - 67480J-8, September, 2007,
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  • J. Nascimento, J. Bioucas-Dias, Hyperspectral Unmixing Algorithm via Dependent Component Analysis, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Barcelona, Spain, Vol. -, pp. 4033 - 4036, July, 2007,
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  • J. Nascimento, J. Bioucas-Dias, Hyperspectral Signal Subspace Estimation, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Barcelona, Spain, Vol. -, pp. 3225 - 3228, July, 2007,
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  • J. Borges, J. Bioucas-Dias, Evaluation of bayesian hyperspectral imaging segmentation with a discriminative class learning, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Barcelona, Spain, Vol., pp. -, July, 2007 | BibTex
  • A. Plaza, A. Andreas, R. Richter, S. Torbjørn, Z. Malenovsk, J. Bioucas-Dias, S. Hofer, J. Chanussot, C. Jutten, V. Carrère, I. Baarstad, P. Kaspersen, N. Jens, K. Itten, T. Timo, P. Carbone, F. Dell’Acqua, M. Schaepman, J. Clevers, B. Zagajewski, HYPER-I-NET: European Research Network on Hyperspectral Imaging, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Barcelona, Spain, Vol. - -, pp. - - - - -, July, 2007,
    | Abstract
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  • S. Pelizzari, J. Bioucas-Dias, Oil Spill Segmentation of SAR ImagesVia Graph Cuts, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Barcelona, Spain, Vol. 1, pp. 1318 - 1321, July, 2007,
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  • J. Nascimento, J. Bioucas-Dias, Dependent Component Analysis: A Hyperspectral Unmixing Algorithm, Iberian Conf. on Pattern Recognition and Image Analysis, Girona, Spain, Vol. 4478, pp. 612 - 619, June, 2007,
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  • J. Oliveira, M. A. T. Figueiredo, J. Bioucas-Dias, Blind estimation of motion blur parameters for image deconvolution, Iberian Conf. on Pattern Recognition and Image Analysis, Girona, Spain, Vol. ?, pp. ? - ?, June, 2007 | BibTex
  • J. Borges, J. Bioucas-Dias, A. Marçal, Bayesian Hyperspectral Image Segmentation with Discriminative Class Learning", Iberian Conf. on Pattern Recognition and Image Analysis, Girona, Spain, Vol., pp. -, June, 2007 | BibTex
  • S. Pelizzari, J. Bioucas-Dias, Bayesian oil spill segmentation of SAR images via graph cuts, Iberian Conf. on Pattern Recognition and Image Analysis, Girona, Spain, Vol. 2, pp. 637 - 644, June, 2007,
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  • J. Nascimento, J. Bioucas-Dias, Blind Hyperspectral Unmixing, Conf. on Telecommunications - ConfTele, Peniche, Portugal, Vol. I, pp. 617 - 624, May, 2007,
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  • P. Marques, J. Bioucas-Dias, SAR moving targets processing for low resources platforms, Conf. on Telecommunications - ConfTele, Peniche, Portugal, Vol. 1, pp. 625 - 628, April, 2007 | BibTex
  • M. A. T. Figueiredo, J. Bioucas-Dias, J. Oliveira, R. Nowak, On total-variation denoising: A new majorization-minimization algorithm and an experimental comparison with wavalet denoising, IEEE International Conf. on Image Processing - ICIP, Atlanta, United States, Vol., pp. -, October, 2006 | BibTex
  • J. Bioucas-Dias, M. A. T. Figueiredo, J. Oliveira, Adaptive Bayesian/total-variation image deconvolution: A majorization-minimization approach, European Signal Processing Conf. - EUSIPCO, Florence, Italy, Vol. ?, pp. ? - ?, September, 2006 | BibTex
  • J. Bioucas-Dias, M. A. T. Figueiredo, On the convergence of second-order iterative methods for image restoration, Mathematical Techniques and Problems in Telecommunications, Leiria, Portugal, Vol. ?, pp. ? - ?, September, 2006 | BibTex
  • J. Borges, J. Bioucas-Dias, A. Marçal, Fast Sparse Multinomial Regression Applied to Hyperspectral Data, International Conf. on Image Analysis and Recognition, Póvoa de Varzim, Portugal, Vol. - -, pp. - - - - -, September, 2006 | BibTex
  • J. Borges, A. Marçal, J. Bioucas-Dias, Evaluation of feature extraction an reduction methods for hyperspectral images, EARSEL Symp., Warsaw, Poland, Vol. - -, pp. - - - - -, September, 2006 | BibTex
  • P. Marques, J. Bioucas-Dias, SAR moving targets processing for small airborne platforms, European Conf. on Synthetic Aperture Radar, Dresden, Germany, Vol. CD-ROM, pp. . - ., May, 2006 | BibTex
  • J. Bioucas-Dias, M. A. T. Figueiredo, J. Oliveira, Total variation image deconvolution: A majorization-minimization approach, IEEE International Conf. on Acoustics, Speech, and Signal Processing - ICASSP, Toulouse, France, Vol. II, pp. 861 - 864, May, 2006 | BibTex
  • S. Pelizzari, J. Bioucas-Dias, BAYESIAN ADAPTIVE OIL SPILL SEGMENTATION OF SAR IMAGES VIA GRAPH CUTS, Advances in SAR Oceanography from Envisat and ERS Missions, Frascati, Italy, Vol. 1, pp. 1 - 1, January, 2006,
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  • J. Nascimento, J. Bioucas-Dias, Estimação do Subespaço de Sinal em Dados Hiperespectrais, Jornadas Científico-Pedagógicas em Engenharia Electrotécnica e Electrónica, Lisbon, Portugal, Vol. CD rom, pp. - - -, November, 2005,
    | Abstract
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  • J. Bioucas-Dias, G. Valadão, Discontinuity preserving phase unwrapping using graph cuts, Energy Minimization Methods in Computer Vision and Pattern Recognition, St. Augustine, United States, Vol. 1, pp. 268 - 284, November, 2005 | BibTex
  • J. Bioucas-Dias, G. Valadão, Phase unwrapping: a new max-flow/min-cut based approach, IEEE International Conf. on Image Processing - ICIP, Genova, Italy, Vol. 2, pp. 77 - 80, September, 2005 | BibTex
  • M. Riez, J. Bioucas-Dias, Robust phase unwrapping of MRI-data with the z-step algorithm, International Society for Magnetic Ressonance in Medicine-SMRM, Miami, United States, Vol. ?, pp. ? - ?, September, 2005 | BibTex
  • J. Sanches, J. Bioucas-Dias, J. S. Marques, Minimum total variation in 3D ultrasound reconstruction, IEEE International Conf. on Image Processing - ICIP, Genova, Italy, Vol. III, pp. 597 - 600, September, 2005 | BibTex
  • J. Bioucas-Dias, J. Nascimento, J. Nascimento, Signal subspace identification in hyperspectral linear mixtures, SPIE - Conf. on Image and Signal Processing for Remote Sensing, Bruges, Belgium, Vol. SPIE-5982, pp. 191 - 198, September, 2005 | BibTex
  • G. Valadão, J. Bioucas-Dias, Phase Unwrapping Via Graph Cuts, EARSEL Symp., Porto, Portugal, Vol. 1, pp. 222 - 242, June, 2005 | BibTex
  • J. Nascimento, J. Bioucas-Dias, Mixture of Dirichlet sources applied to hyperspectral unmixing, EARSEL Symp., Oporto, Portugal, Vol. -, pp. 0 - 0, June, 2005,
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  • J. Nascimento, J. Bioucas-Dias, Signal Subspace Identification in Hyperspectral Linear Mixtures, Iberian Conf. on Pattern Recognition and Image Analysis, Estoril, Portugal, Vol. 3523, pp. 207 - 214, June, 2005,
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  • P. Marques, J. Bioucas-Dias, A UAV-Friendly Strategy for Moving Targets Processing using SAR, NATO - Sensors Electronics Technology (SET) Panel, Lisbon, Portugal, Vol. CD-ROM, pp. . - ., May, 2005 | BibTex
  • P. Marques, J. Bioucas-Dias, Moving target trajectory parameter estimation using the signature curvature information, European Conf. on Synthetic Aperture Radar, Ulm, Germany, Vol. 2, pp. 529 - 532, May, 2004 | BibTex
  • J. Nascimento, J. Bioucas-Dias, Independent Component Analysis Applied to Unmixing Hyperspectral Data, SPIE, Barcelona, Spain, Vol. 5238, pp. 306 - 315, September, 2003,
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  • J. Nascimento, J. Bioucas-Dias, Fast Unsupervised Extraction of Endmembers spectra from Hyperspectral Data, SPIE, Barcelona, Spain, Vol. 5239, pp. 314 - 321, September, 2003,
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  • J. Bioucas-Dias, Fast GEM Wavelet-Based Image Deconvolution Algorithm, IEEE International Conf. on Image Processing - ICIP, Barcelona, Spain, Vol. 268, pp. 961 - 964, September, 2003 | BibTex
  • J. Bioucas-Dias, A Fast GEM Algorithm for Bayesian Wavelet-Based Image Restotation Using a Class of Heavy-Tailed Priors, Energy Minimization Methods in Computer Vision and Pattern Recognition, Lisbon, Portugal, Vol. 1, pp. 407 - 420, July, 2003 | BibTex
  • J. Nascimento, J. Bioucas-Dias, Does Independent Component Analysis Play a Role in Unmixing Hyperspectral Data?, Iberian Conf. on Pattern Recognition and Image Analysis, Puerto de Andratx, Spain, Vol. LNCS - 2652, pp. 616 - 625, June, 2003,
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  • J. Nascimento, J. Bioucas-Dias, Vertex Component Analysis: A fast algorithm to extract endmembers spectra from Hyperspectral data, Iberian Conf. on Pattern Recognition and Image Analysis, Puerto de Andratx, Spain, Vol. LNCS - 2652, pp. 626 - 635, June, 2003,
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  • J. Nascimento, J. Bioucas-Dias, Fast Unsupervised Technique for Extraction of Endmembers Spectra from Hyperspectral Data, Conf. on Telecommunications - ConfTele, Aveiro, Portugal, Vol. I, pp. 537 - 540, June, 2003,
    | Abstract
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  • P. Marques, J. Bioucas-Dias, Moving Targets Velocity Estimation Using Aliased SAR Raw-Data from a Single Sensor, European Conf. on Synthetic Aperture Radar, Cologne, Germany, Vol. 1, pp. 389 - 392, June, 2002 | BibTex
  • P. Marques, J. Bioucas-Dias, Estimação de Velocidade de Alvos Móveis em Radar de Abertura Sintética usando Dados Sub-Amostrados, Conf. Científica e Tecnológica em Engenharia - CCTE, Lisbon, Portugal, Vol. 0, pp. 0 - 0, May, 2002 | BibTex
  • J. Nascimento, J. Bioucas-Dias, Classificação Não-Supervisionada de Dados Hiperespectrais Usando Análise em Componentes Independentes, Conf. on Electronics, Telecommunications and Computers - CETC, Lisbon, Portugal, Vol. on CD-rom, pp. 0 - 0, May, 2002,
    | Abstract
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  • J. Bioucas-Dias, J. Leitão, A Discrete/Continuous Minimization Method In Interferometric Image Processing, Energy Minimization Methods in Computer Vision and Pattern Recognition, Sophia Antipolis, France, Vol., pp. 375 - 390, November, 2001 | BibTex
  • P. Marques, J. Bioucas-Dias, Imaging of Fast Moving Targets Using Undersampled SAR Raw-Data, IEEE International Conf. on Image Processing - ICIP, Thessanoliki, Greece, Vol. 1, pp. 624 - 627, October, 2001 | BibTex
  • P. Marques, J. Bioucas-Dias, Reducing the Number of SAR Sensors Needed to Retrieve the Complete Velocity Vector of Moving Targets, ESA DSP, Sesimbra, Portugal, Vol. 1, pp. - - -, October, 2001 | BibTex
  • J. Bioucas-Dias, J. Leitão, InSAR Phase Unwrapping: A Bayesian Approach, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Sydney, Australia, Vol. I, pp. 396 - 400, September, 2001 | BibTex
  • P. Marques, J. Bioucas-Dias, Velocity Estimation of Fast Moving Targets Using Undersampled SAR Raw-Data, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Sidney, Austria, Vol. 4, pp. 1610 - 1613, July, 2001 | BibTex
  • P. Marques, J. Bioucas-Dias, Antenna Radiation Pattern Design for Moving Target Velocity Estimation on SAR Data, Conf. on Telecommunications - ConfTele, Figueira da Foz, Portugal, Vol. 1, pp. ? - ?, April, 2001 | BibTex
  • P. Marques, J. Bioucas-Dias, Moving Targets Detection Imaging and Full Velocity Vector Estimation Using a Single SAR Sensor, Conf. on Telecommunications - ConfTele, Figueira da Foz, Portugal, Vol. 1, pp. - - -, April, 2001 | BibTex
  • P. Marques, J. Bioucas-Dias, Blind Angle Ambiguity Resolution in Parameter Estimation of Moving Targets Using a Single SAR Sensor, European Signal Processing Conf. - EUSIPCO, Tampere, Finland, Vol. CD ROM, pp. ? - ?, September, 2000 | BibTex
  • P. Marques, J. Bioucas-Dias, Moving Targets in Synthetic Aperture Images: A Bayesian Approach, IEEE International Conf. on Image Processing - ICIP, Vancouver, Canada, Vol. VI, pp. 685 - 688, September, 2000 | BibTex
  • P. Marques, J. Bioucas-Dias, SAR moving objects trajectory estimation: solving the blind angle ambiguity with a single sensor, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Hawaii, United States, Vol. 1, pp. 77 - 88, July, 2000 | BibTex
  • P. Marques, J. Bioucas-Dias, Optimal detection and imaging of moving objects with unknown velocity, European Conf. on Synthetic Aperture Radar, Munich, Germany, Vol. 1, pp. 561 - 564, May, 2000 | BibTex
  • P. Marques, J. Bioucas-Dias, Detecção e Estimação de Parâmetros de Alvos Móveis em Radar de Abertura Sintética, Jornadas de Engenharia de Telecomunicações e Computadores, Lisbon, Portugal, Vol. I, pp. 14 - 19, October, 1999 | BibTex
  • J. Bioucas-Dias, Bayesian Contour Estimation: A Subspace Representation Approach, Energy Minimization Methods in Computer Vision and Pattern Recognition, York, United Kingdom, Vol., pp. 157 - 172, July, 1999 | BibTex
  • P. Marques, J. Bioucas-Dias, Efficient Detection and Ground Mapping of Selected Moving Targets using SAR Raw-Data, IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Hamburg, Germany, Vol. 1, pp. 542 - 546, June, 1999 | BibTex
  • P. Marques, J. Bioucas-Dias, Monitoring Moving Targets Using SAR Images, Conf. on Telecommunications - ConfTele, Sesimbra, Portugal, Vol. 1, pp. 156 - 160, April, 1999 | BibTex
  • P. Marques, J. Bioucas-Dias, SAR Simulation of a Scene Containing Moving Targets, Conf. on Telecommunications - ConfTele, Sesimbra, Portugal, Vol. 1, pp. 693 - 697, April, 1999 | BibTex
  • J. Bioucas-Dias, Group Lapped Iterative Techniques for Fast Solution of Large Linear Systems, IEEE International Conf. on Electronics, Circuits and Systems, Lisbon, Portugal, Vol. II, pp. 531 - 534, September, 1998 | BibTex

Currently running projects6

Acronym Name Funding Agency Start date Ending date
DetoxSTM Denoise Toolbox for Scanning Tunneling Microscopy Images 01-07-2016 01-05-2018
DP-PMI Doctoral Programme in the Physics and Mathematics of Information: Foundations of Future Information Technologies (DP-PMI) FCT 01-01-2014 01-12-2021
Hires Hyperspectral Imagery on Reconfigurable Systems IT/LA 01-04-2016 01-03-2018
MacSeNet Machine Sensing Training Network EC 01-11-2014 01-01-2019
MAPINVPLANTS Monitoring the WaterHyacinth Using ASTER Imagery FCT 01-10-2016 01-09-2018
SpaRTaN Sparse Representations and Compressed Sensing Training Network EC 01-10-2014 01-09-2018

Closed Projects15

Acronym Name Funding Agency Start date Ending date
(HYPER-I-NET) Hyperspectral Imaging Network EU/FP6 01-01-2007 01-01-2011
CLASSE Detection, Classification and Estimation of Defects in Metallic Plates Subject to Manual Inspection IT/LA 01-12-2008 01-12-2010
DECA-Bio Dependent Component Analysis of Biological Signals IT/LA 01-06-2011 01-05-2013
FOCOS Aberrant Crypt Foci and Human Colorectal Polyps : mathematical modelling and endoscopic image processing. FCT, UT Austin 01-01-2009 01-12-2012
HoHus High-performance Onboard Hyperspectral Unmixing Systems IT/LA 01-10-2011 01-10-2013
Hycos Hyperspectral Compressive Sensing and Unmixing IT/LA 01-03-2014 01-10-2015
ISSMIA Integration of Stochastic and Structural Models in Image and Pattern Analysis-Phase II FCT/POSI 01-06-2001 01-01-2003
NSCBRRI Novel Statistical Criteria for Blind Restoration and Reconstruction of Images FCT/POSC 01-08-2005 31-07-2008
OILSAR Oil Slick Surveillance Using ASAR and MERIS Dat FCT, ESA 01-12-2004 01-12-2007
PAConvex Beyond Convexity: Non-Convex Optimization and Game-Theoretic Approaches for Imaging Inverse Problems FCT 01-06-2013 01-06-2015
PHASE Phase Unwrapping: A New Max-Flow/Min-Cut Based Approach IT/LA 12-12-2005 12-12-2007
PROSAR Signal and Image Processing in Synthetic Aperture Radar FCT/POSI 01-01-2001 31-12-2004
ReAlImage Regularization Criteria and Fast Algorithms for Imaging Inverse Problems FCT/PTDC 01-02-2010 01-01-2013
UAV-SAR Moving Targets Processing for SAR-carrying UAV’s Marinha Portuguesa 15-09-2006 01-12-2007
VeXel Maritime Traffic Monitoring with TerraSAR-X ADI, German Aerospace Center 01-06-2007 01-06-2009
  • L. Zhuang, L. Gao, B. Zhang, J. Bioucas-Dias, Best student paper award at SPIE Remote Sensing and Security+Defence International Symposia 2017, Paper, entitled "Hyperspectral image denoising and anomaly detection based on low-rank and sparse representations", has been selected as winning presentation of the Best Student Paper Award at SPIE Remote Sensing and Security+Defence International Symposia, Warsaw, Poland 2017. The paper, written by Lina Zhuang and her supervisor José M. Bioucas-Dias, introduces a robust Hyperspectral image denoising method in presence of outliers. It is a collaboration with researchers Lianru Gao and Bing Zhang from Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences., 01-09-2017
  • J. Bioucas-Dias, Prémio Científico Universidade de Lisboa/Santander Universidades, Prémio Científico ULisboa/Santander Universidades, in the area of Electrical Engineering and Aerospace Engineering , prize awarded to the Ulisboa researcher with the highest scientific impact, according to the ISI Science Citation Index, in the period 2012-2016,, 01-09-2017
  • J. Bioucas-Dias, IEEE GRSS David Landgrebe Award, "For outstanding contributions in the field of remote sensing image analysis", 01-06-2017
  • J. Bioucas-Dias, IEEE Fellow, "For contributions to imaging inverse problems in remote sensing", 31-12-2016
  • J. Bioucas-Dias, Thomson Reuters’ Highly Cited Researcher 2015, Quoting from http://highlycited.com/ webpage: “... About three thousand researchers earned the distinction by writing the greatest numbers of reports officially designated by Essential Science Indicators as Highly Cited Papers–ranking among the top 1% most cited for their subject field and year of publication, earning them the mark of exceptional impact”., 01-01-2016
  • F. Condessa, J. Bioucas-Dias, J. Kovacevic Kovacevic, Best student paper award (1st place), The Mikio Takagi Student Prize (MTStP) is to recognize a student who has presented an outstanding paper at the IEEE Geoscience and Remote Sensing Symposium (IGARSS). Awarded to the paper "Supervised Hyperspectral Image Segmentation with Rejection," authored by Filipe Condessa, José Bioucas-Dias, and Jelena Kovačević., 01-07-2015
  • G. Martin Martin, J. Bioucas-Dias, A. Plaza, Melhor Tese de Doutoramento Ibérico em Sistemas e Tecnologias de Informação, O Prémio “Melhor Tese de Doutoramento Ibérico em Sistemas e Tecnologias de Informação” é atribuído anualmente pela AISTI ao melhor trabalho de Tese de Doutoramento, elaborado no âmbito das áreas científicas dos Sistemas e Tecnologias de Informação e áreas afins, com vista a estimular a inovação científica e o rigor do trabalho de investigação, bem como proceder à divulgação de trabalhos científicos de elevada qualidade. Na edição de 2014 foram recebidas 33 candidaturas, tendo sido selecionadas 8 para a fase final, das quais foi selecionada a tese vencedora pelo júri constituído por reputados professores e investigadores da Península Ibérica. Saiu vencedor Gabriel Martín Hernández, com a Tese “Design and implementation of new methods for spatial preprocessing prior to spectral unmixing of remotely sensed hyperspectral data, realizada no Departamento de Tecnologia dos Computadores e das Comunicações da Universidade da Extremadura, sob orientação científica de Antonio Plaza Miguel da Universidade da Extremadura e de José Bioucas Dias da Universidade de Lisboa., 01-06-2015
  • J. Bioucas-Dias, "Prémio UTL/Santander-Totta, in the area of Electrical Engineering and Computer Science", Prize awarded to the UTL researcher with the highest scientific impact, according to the ISI Science Citation Index, in the period 2005-2009, 01-12-2010
  • J. Bioucas-Dias, Excellence in Teaching, Department of Electrical and Computer Engineering, IST., 01-09-2010
  • J. Bioucas-Dias, "Prémio UTL/Santander-Totta, in the area of Electrical Engineering and Computer Science", Honorable mention - Scientific UTL/Santander Awards - to distinguish researchers postdoctoral grantees that have published in the last five years in journals analysed in ISI Web of Science. Technical University of Lisbon/Santander Awards., 01-12-2009
  • J. Bioucas-Dias, J. Oliveira, M. A. T. Figueiredo, Blind estimation of motion blur parameters for image deconvolution, Best paper award, Iberian Conference on Pattern Recognition and Image Analysis , 01-06-2007 ., 01-01-2007
  • J. Bioucas-Dias, Quality Improvements of Remote Sensing Data, Guest Editor, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 01-07-2018 | Link
  • J. Bioucas-Dias, Distinguished Lecturer Program, Distinguished Lecturer, IEEE GRSS Educational Activities, 01-01-2018 | Link
  • J. Bioucas-Dias, Multiband Image Restoration in Remote Sensing, Invited Talks, 8º Simpósio de Instrumentação e Imagens Médicas (SIIM) e o 7º Simpósio de Processamento de Sinais (SPS), 01-12-2017
  • J. Bioucas-Dias, Blind Hyperspectral Unmixing, Invited Talks, Data Science for Social Good. The University of Chicago, 01-06-2017
  • J. Bioucas-Dias, Blind Hyperspectral Unmixing, Invited Talks, 13th International Conference on Latent Variable Analysis and Signal Separation LVA/ICA, 01-02-2017 | Link
  • J. Bioucas-Dias, A Signal Processing Perspective on Hyperspectral Unmixing, Invited Talks, IEEE 24th Signal Processing and Communications Applications Conference. Workshop on Signal and Image Processing for Remote Sensing, 01-05-2016 | Full text (PDF 2 MBs) | Link
  • J. Bioucas-Dias, Hyperspectral Remote Sensing Data Analysis, Invited Talks, International Conference on Geographic Information Systems Theory Applications and Management - GISTAM'2015, 01-04-2015
  • J. Bioucas-Dias, Hyperspectral Unmixing Via Sparse Regression Optimization. Problems and Algorithms, Invited Talks, MAHI workshop: Methodological Aspects of Hyperspectral Imaging, 01-12-2014
  • J. Bioucas-Dias, Hyperspectral Unmixing: Geometrical, Statistical, and Sparse Regression-Based Approaches, Invited Talks, International Workshop on Multi-Sensor Data Fusion for Remote Sensing Image Analysis, 01-09-2014
  • J. Bioucas-Dias, A Convex Formulation to Image Segmentation using Hidden Fields, Invited Talks, Workshop on High-dimensional Stochastic Simulation and Optimisation in Image Processing, 01-08-2014
  • J. Bioucas-Dias, Hyperspectral Unmixing of Intimate Mixtures  via Nonlinear Dependent Component Analysis, Invited Talks, Workshop on Nonlinear Blind Source Separation, 01-01-2014
  • J. Bioucas-Dias, Hyperspectral Remote Sensing Data Analysis and Future Challenges, Invited Talks, Workshop on Remote Sensing Products and Services, 01-11-2013
  • J. Bioucas-Dias, Hyperspectral Unmixing Via Sparse Regression Optimization. Problems and Algorithms, Seminars, Centre for Mathematics and Computer Science in Toulouse - Thematic Trimester on Image Processing, 01-07-2013
  • J. Bioucas-Dias, Interferometric Phase Image Estimation via Sparse Coding in the Complex Domain, Seminars, Centre for Mathematics and Computer Science in Toulouse - Thematic Trimester on Image Processing, 01-07-2013
  • J. Bioucas-Dias, M. A. T. Figueiredo, Alternating Direction Optimization for Convex Inverse Problems. Application to Imaging and Hyperspectral Unmixing, Invited Talks, 2012 SIAM Conference on Applied Linear Algebra, 01-06-2012
  • J. Bioucas-Dias, Hyperspectral Image Processing, Invited Talks, International Conference on Image Analysis and Recognition - ICIAR'2012, 01-06-2012
  • J. Bioucas-Dias, Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches, Invited Talks, Chinese University of Hong Kong, 01-06-2012
  • G. Valadão, J. Bioucas-Dias, Discontinuity Preserving Phase Unwrapping Using Graph Cuts, Seminars, Workshop for Optimization in Medicine (Center for International Mathematics), 20-07-2005
  • J. Bioucas-Dias, Convex and Nonconvex Formulations for Image Segmentation using Hidden Fields, France, Paris, 12-2015
  • J. Bioucas-Dias, Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches, Switzerland, Zurich, 03-2015
  • J. Bioucas-Dias, Spectral Unmixing. E-learning course, Portugal, Lisbon, 09-2008
  • J. Bioucas-Dias, Hyperspectral Unmixing, Spain, Caceres, 09-2007
  • J. Bioucas-Dias, Inverse Problems, Portugal, Lisbon, 07-2007
  • IEEE International Conf. on Image Processing - ICIP, Technical Programme Committee, 2008
  • IEEE International Geoscience and Remote Sensing Symp.- IGARSS, Technical Programme Committee, 2008
  • International Symp. on Visual Computing - IVC, Technical Programme Committee, 2008
  • 3nd International Symposium on Visual Computing - ISVC07, Technical Programme Committee, 2007
  • International Conference on Image Analysis and Recognition - ICIAR 2007, Technical Programme Committee, 2007
  • 2nd International Symposium on Visual Computing - ISVC06, Technical Programme Committee, 2006
  • International Conference on Image Analysis and Recognition - ICIAR'2006, Technical Programme Committee, 2006
  • International Conference on Image Analysis and Recognition - ICIAR'2005, Technical Programme Committee, 2005
  • 2nd Iberian Conference on Image Analysis and Recognition - ICIAR'2005, Technical Programme Committee, 2005
  • 25th EARSeL Symposium, Scientific Committee, 2005
  • International Conference on Image Analysis and Recognition - ICIAR'2004, Technical Programme Committee, 2004
  • Energy Minimization Methods in Computer Vision and Pattern Recognition - EMMCVPR 03, Technical Programme Committee, 2003
  • 1st Iberian Conference on Pattern Recognition and Image Analysis - IBPRIA2003, Technical Programme Committee, 2003
  • Jornadas de Engenharia de Telecomunicações e Computadores, Technical Programme Committee, 1999
  • Associate Editor, SIAM Journal on Imaging Science, 01-01-2018 - today
  • Associate Editor, ieee transactions on image processing, 01-01-2016 - 31-12-2019
  • Guest Editor, IEEE Geoscience and Remote Sensing Magazine, 01-10-2014 - 01-10-2015
  • Guest Editor, IEEE Journal on Selected Topics in Signal Processing, 01-06-2014 - 01-06-2015
  • Guest Editor, IEEE Signal Processing Magazine, 01-06-2013 - 01-06-2014
  • Associate Editor, IEEE Trans. on Geoscience and Remote Sensing, 01-01-2013 - 01-01-2019
  • Guest Editor, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 01-01-2012 - 01-01-2013
  • Associate Editor, IEEE Trans. on Geoscience and Remote Sensing, 01-06-2011 - 01-01-2012
  • Guest Editor, IEEE Trans. on Geoscience and Remote Sensing, 01-01-2011 - 01-01-2012
  • Associate Editor, IEEE Trans. on Image Processing, 01-01-2010 - 01-12-2014
  • Associate Editor, IEEE Trans. on Circuits and Systems - Part II: Analog Digital Signal Processing, 01-01-1997 - 01-01-2000
  • IEEE Trans. on Image Processing
    2008, 3 review(s); 2007, 2 review(s);
  • IEEE Trans. on Geoscience and Remote Sensing
    2008, 1 review(s); 2007, 2 review(s);
  • Discrete Optimization
    2008, 1 review(s);
  • Signal Processing
    2008, 1 review(s);
  • Digital Signal Processing
    2008, 1 review(s);