José M. Bioucas-Dias

发表

Hyperspectral unmixingwith sparse group lasso

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Majorization–Minimization Algorithms for Wavelet-Based Image Restoration

Robert D. Nowak, José M. Bioucas-Dias, Mário A. T. Figueiredo, 2007, IEEE Transactions on Image Processing.

Frame-based deconvolution of Poissonian images using alternating direction optimization

José M. Bioucas-Dias, Mário A. T. Figueiredo, J. Bioucas-Dias, 2010, 2010 IEEE International Conference on Image Processing.

A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts

Antonio J. Plaza, Alberto Villa, José M. Bioucas-Dias, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Nonlinear mixture model for hyperspectral unmixing

José M. Bioucas-Dias, José M. P. Nascimento, J. Bioucas-Dias, 2009, Remote Sensing.

Contour Estimation on Piecewise Homogeneous Random Fields

José M. Bioucas-Dias, José A. Moinhos Cordeiro, J. Bioucas-Dias, 1999, ICEIS.

Semi-supervised hyperspectral image segmentation

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2009, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Panchromatic Sharpening of Multispectral Satellite Imagery Via an Explicitly Defined Convex Self-Similarity Regularization

José M. Bioucas-Dias, Kuo-Hsin Tseng, Chia-Hsiang Wang, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Nonlinear hyperspectral unmixing accounting for spatial illumination variability

Paul Honeine, José M. Bioucas-Dias, Gerald S. Buller, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Sparse distributed hyperspectral unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, José M. Bioucas-Dias, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Multiband Image Fusion Based on Spectral Unmixing

Simon J. Godsill, Jean-Yves Tourneret, José M. Bioucas-Dias, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search Are Related

José M. Bioucas-Dias, Wing-Kin Ma, Xiao Fu, 2014, IEEE Journal of Selected Topics in Signal Processing.

Hyperspectral unmixing: geometrical, statistical, and sparse regression-based approaches

Antonio Plaza, José M. Bioucas-Dias, A. Plaza, 2010, Remote Sensing.

Covalsa: Covariance estimation from compressive measurements using alternating minimization

Yonina C. Eldar, José M. Bioucas-Dias, Deborah Cohen, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Image restoration with locally selected class-adapted models

José M. Bioucas-Dias, Mário A. T. Figueiredo, Afonso M. Teodoro, 2016, 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP).

Semi-supervised discriminative random field for hyperspectral image classification

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

A Framework for Fast Image Deconvolution With Incomplete Observations

Jocelyn Chanussot, José M. Bioucas-Dias, Luís B. Almeida, 2016, IEEE Transactions on Image Processing.

Recent developments in sparse hyperspectral unmixing

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Adaptive Bayesian Contour Estimation: A Vector Space Representation Approach

José M. Bioucas-Dias, 1999, EMMCVPR.

Maximum-a-posteriori estimation with unknown regularisation parameters

José M. Bioucas-Dias, Mário A. T. Figueiredo, Marcelo Pereyra, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Phase Unwrapping via Graph Cuts

José M. Bioucas-Dias, Gonçalo Valadão, 2007, IEEE Trans. Image Process..

Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations

José M. Bioucas-Dias, Lina Zhuang, J. Bioucas-Dias, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Parallel sparse unmixing of hyperspectral data

Antonio J. Plaza, José M. Bioucas-Dias, José M. P. Nascimento, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Semisupervised Hyperspectral Image Classification Using Soft Sparse Multinomial Logistic Regression

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2013, IEEE Geoscience and Remote Sensing Letters.

A new semi-supervised approach for hyperspectral image classification with different active learning strategies

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Blind hyperspectral unmixing

José M. Bioucas-Dias, José M. P. Nascimento, J. Bioucas-Dias, 2007, SPIE Remote Sensing.

Maximum likelihood estimation of spectral moments at low signal to noise ratios

José M. N. Leitão, José M. Bioucas-Dias, 1993, 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing.

A variable splitting augmented Lagrangian approach to linear spectral unmixing

José M. Bioucas-Dias, J. Bioucas-Dias, 2009, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Hyperspectral image denoising based on global and non-local low-rank factorizations

José M. Bioucas-Dias, Lina Zhuang, J. Bioucas-Dias, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Linear Spectral Unmixing via Matrix Factorization: Identifiability Criteria for Sparse Abundances

José M. Bioucas-Dias, Chia-Hsiang Lin, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Robust hyperspectral unmixing accounting for residual components

Paul Honeine, José M. Bioucas-Dias, Abderrahim Halimi, 2016, 2016 IEEE Statistical Signal Processing Workshop (SSP).

Fast Spectral Unmixing based on Dykstra's Alternating Projection pdf

Jean-Yves Tourneret, José M. Bioucas-Dias, Nicolas Dobigeon, 2015, ArXiv.

Image Restoration Using Conditional Random Fields and Scale Mixtures of Gaussians pdf

José M. Bioucas-Dias, Mário A. T. Figueiredo, Milad Niknejad, 2018, ArXiv.

Hyperspectral compressive sensing from spectral projections

José M. Bioucas-Dias, Gabriel Martín, J. Bioucas-Dias, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Minimum Volume Simplex Analysis: A Fast Algorithm to Unmix Hyperspectral Data

José M. Bioucas-Dias, Jun Li, Jun Li, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Introduction to the Issue on Advances in Hyperspectral Data Processing and Analysis

Jocelyn Chanussot, James E. Fowler, José M. Bioucas-Dias, 2015, IEEE J. Sel. Top. Signal Process..

Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing

Antonio J. Plaza, Xia Li, José M. Bioucas-Dias, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Parallel implementation of vertex component analysis for hyperspectral endmember extraction

Antonio J. Plaza, José M. Bioucas-Dias, José M. P. Nascimento, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Spectral unmixing via minimum volume simplices: Application to near infrared spectra of counterfeit tablets

José M. Bioucas-Dias, Mário A. T. Figueiredo, Marta B. Lopes, 2009, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Hyperspectral image inpainting based on low-rank representation: A case study on Tiangong-1 data

Lianru Gao, Bing Zhang, José M. Bioucas-Dias, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Parallel method for sparse semisupervised hyperspectral unmixing

José M. Bioucas-Dias, Antonio Plaza, José M. P. Nascimento, 2013, Remote Sensing.

Spectral–Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization

Antonio J. Plaza, Mahdi Khodadadzadeh, José M. Bioucas-Dias, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data

Qian Du, Antonio J. Plaza, Fred A. Kruse, 2011 .

Hyperspectral Unmixing with Simultaneous Dimensionality Estimation

José M. Bioucas-Dias, José M. P. Nascimento, 2012, ICPRAM.

Hyperspectral image reconstruction from random projections on GPU

José M. Bioucas-Dias, José M. P. Nascimento, Gabriel Martín, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Blind angle ambiguity resolution in parameter estimation of moving targets using a single SAR sensor

José M. Bioucas-Dias, Paulo A. C. Marques, 2000, 2000 10th European Signal Processing Conference.

Robust collaborative nonnegative matrix factorization for hyperspectra unmixing (R-CONMF)

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Two-Step Algorithms for Linear Inverse Problems with Non-Quadratic Regularization

José M. Bioucas-Dias, Mário A. T. Figueiredo, J. Bioucas-Dias, 2007, 2007 IEEE International Conference on Image Processing.

An overview on hyperspectral unmixing: Geometrical, statistical, and sparse regression based approaches

Antonio J. Plaza, José M. Bioucas-Dias, A. Plaza, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization

Jelena Kovacevic, José M. Bioucas-Dias, Filipe Condessa, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Adaptive total variation image deconvolution: A majorization-minimization approach

José M. Bioucas-Dias, Mário A. T. Figueiredo, João Pedro Oliveira, 2006, 2006 14th European Signal Processing Conference.

Building location awareness into acoustic communication links and networks through channel delay estimation

João Alves, José M. Bioucas-Dias, João Gomes, 2012, WUWNet '12.

Separation of phase-locked sources in pseudo-real MEG data

José M. Bioucas-Dias, Ricardo Vigário, Miguel S. B. Almeida, 2013, EURASIP J. Adv. Signal Process..

Vertex component analysis: a fast algorithm to unmix hyperspectral data

José M. Bioucas-Dias, José M. P. Nascimento, J. Bioucas-Dias, 2005, IEEE Transactions on Geoscience and Remote Sensing.

Unmixing hyperspectral intimate mixtures

José M. Bioucas-Dias, José M. P. Nascimento, J. Bioucas-Dias, 2010, Remote Sensing.

A New Low-Rank Representation Based Hyperspectral Image Denoising Method for Mineral Mapping

Lianru Gao, Bing Zhang, José M. Bioucas-Dias, 2017, Remote. Sens..

Algorithms for imaging inverse problems under sparsity regularization

José M. Bioucas-Dias, Mário A. T. Figueiredo, J. Bioucas-Dias, 2012, 2012 3rd International Workshop on Cognitive Information Processing (CIP).

Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization

Shutao Li, José M. Bioucas-Dias, Leyuan Fang, 2018, IEEE Transactions on Image Processing.

Plant production system monitoring via multiple signal classification and sparse regression

Antonio J. Plaza, Ben Somers, Pol Coppin, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Total variation regulatization in sparse hyperspectral unmixing

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

High-resolution hyperspectral image fusion based on spectral unmixing

Simon J. Godsill, Jean-Yves Tourneret, José M. Bioucas-Dias, 2016, 2016 19th International Conference on Information Fusion (FUSION).

An augmented Lagrangian approach to linear inverse problems with compound regularization

José M. Bioucas-Dias, Mário A. T. Figueiredo, Manya V. Afonso, 2010, 2010 IEEE International Conference on Image Processing.

Restoration of Poissonian Images Using Alternating Direction Optimization

José M. Bioucas-Dias, Mário A. T. Figueiredo, J. Bioucas-Dias, 2010, IEEE Transactions on Image Processing.

The ZπM algorithm: a method for interferometric image reconstruction in SAR/SAS

José M. N. Leitão, José M. Bioucas-Dias, J. Bioucas-Dias, 2002, IEEE Trans. Image Process..

Collaborative sparse regression using spatially correlated supports - Application to hyperspectral unmixing

José M. Bioucas-Dias, Yoann Altmann, Marcelo Pereyra, 2014, IEEE Transactions on Image Processing.

Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data

Jocelyn Chanussot, José M. Bioucas-Dias, Miguel Angel Veganzones, 2014, IEEE Transactions on Image Processing.

A fast algorithm for the constrained formulation of compressive image reconstruction and other linear inverse problems

José M. Bioucas-Dias, Mário A. T. Figueiredo, Manya V. Afonso, 2009, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

A method for computing the information matrix of stationary Gaussian processes

José M. N. Leitão, José M. Bioucas-Dias, 1996, 1996 8th European Signal Processing Conference (EUSIPCO 1996).

Multiplicative Noise Removal Using Variable Splitting and Constrained Optimization

José M. Bioucas-Dias, Mário A. T. Figueiredo, J. Bioucas-Dias, 2009, IEEE Transactions on Image Processing.

Hyperspectral signal subspace estimation

José M. Bioucas-Dias, José M. P. Nascimento, J. Bioucas-Dias, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Parallel Hyperspectral Unmixing on GPUs

Antonio J. Plaza, José M. Bioucas-Dias, José M. P. Nascimento, 2014, IEEE Geoscience and Remote Sensing Letters.

Segmentation and Detection of Colorectal Polyps Using Local Polynomial Approximation

José M. Bioucas-Dias, Filipe Condessa, J. Bioucas-Dias, 2012, ICIAR.

Hyperspectral Unmixing Based on Mixtures of Dirichlet Components

José M. Bioucas-Dias, José M. P. Nascimento, J. Bioucas-Dias, 2012, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral Image Super-Resolution via Local Low-Rank and Sparse Representations

Shutao Li, José M. Bioucas-Dias, Leyuan Fang, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Vertex component analysis GPU-based implementation for hyperspectral unmixing

Antonio J. Plaza, José M. Bioucas-Dias, José M. P. Nascimento, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches

José M. Bioucas-Dias, Wing-Kin Ma, Xiao Fu, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Spectral partitioning for hyperspectral remote sensing image classification

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

A Subspace-Based Multinomial Logistic Regression for Hyperspectral Image Classification

Antonio J. Plaza, Mahdi Khodadadzadeh, José M. Bioucas-Dias, 2014, IEEE Geoscience and Remote Sensing Letters.

Hyperspectral Image Segmentation Using a New Bayesian Approach With Active Learning

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2011, IEEE Transactions on Geoscience and Remote Sensing.

An analysis of collaborative representation schemes for the classification of hyperspectral images

Jocelyn Chanussot, José M. Bioucas-Dias, Mauro Dalla Mura, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Adaptive restoration of speckled SAR images using a compound random Markov field

José M. N. Leitão, José M. Bioucas-Dias, Tiago A. M. Silva, 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

HYCA: A New Technique for Hyperspectral Compressive Sensing

José M. Bioucas-Dias, Gabriel Martín, Antonio J. Plaza, 2015, IEEE Trans. Geosci. Remote. Sens..

HYPER-I-NET: European research network on hyperspectral imaging

Jon Atli Benediktsson, Antonio J. Plaza, Jocelyn Chanussot, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

An Alternating Direction Algorithm for Total Variation Reconstruction of Distributed Parameters

José M. Bioucas-Dias, Raul Carneiro Martins, A. Cruz Serra, 2012, IEEE Transactions on Image Processing.

B-HYCA: Blind hyperspectral compressive sensing

Antonio J. Plaza, José M. Bioucas-Dias, Gabriel Martín, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Hyperspectral Subspace Identification

José M. Bioucas-Dias, José M. P. Nascimento, J. Bioucas-Dias, 2008, IEEE Transactions on Geoscience and Remote Sensing.

Class-specific poisson denoising by patch-based importance sampling

José M. Bioucas-Dias, Mário A. T. Figueiredo, Milad Niknejad, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2012, IEEE Transactions on Geoscience and Remote Sensing.

Bayesian image segmentation using hidden fields: Supervised, unsupervised, and semi-supervised formulations

José M. Bioucas-Dias, Mário A. T. Figueiredo, J. Bioucas-Dias, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

Collaborative sparse unmixing of hyperspectral data

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Phase Unwrapping via Graph Cuts

José M. Bioucas-Dias, Gonçalo Valadão, J. Bioucas-Dias, 2005, IEEE Transactions on Image Processing.

Denoising of medical images corrupted by Poisson noise

José M. Bioucas-Dias, João M. Sanches, Isabel Rodrigues, 2008, 2008 15th IEEE International Conference on Image Processing.

Hyperspectral Blind Reconstruction From Random Spectral Projections

José M. Bioucas-Dias, Gabriel Martín, J. Bioucas-Dias, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Image restoration and reconstruction using variable splitting and class-adapted image priors

José M. Bioucas-Dias, Mário A. T. Figueiredo, Afonso M. Teodoro, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

A new classification-oriented endmember extraction and sparse unmixing approach for hyperspectral data

Antonio J. Plaza, José M. Bioucas-Dias, Yanli Sun, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Semi-supervised active learning for urban hyperspectral image classification

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Signal Subspace Identification in Hyperspectral Linear Mixtures

José M. Bioucas-Dias, José M. P. Nascimento, J. Bioucas-Dias, 2005, IbPRIA.

Spectral-spatial classification for hyperspectral data using SVM and subspace MLR

Antonio J. Plaza, Mahdi Khodadadzadeh, José M. Bioucas-Dias, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Foreword to the Special Issue on Quality Improvements of Remote Sensing Data

José M. Bioucas-Dias, Nicolas Dobigeon, Fabio Pacifici, 2018, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

Scene-Adapted plug-and-play algorithm with convergence guarantees

José M. Bioucas-Dias, Mário A. T. Figueiredo, Afonso M. Teodoro, 2017, 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP).

Robust hyperspectral image classification with rejection fields

Jelena Kovacevic, José M. Bioucas-Dias, Filipe Condessa, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Semi-supervised hyperspectral image classification using a new (soft) sparse multinomial logistic regression model

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2011, WHISPERS.

Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling With Haar Wavelet Basis

Laurent Jacques, José M. Bioucas-Dias, Amirafshar Moshtaghpour, 2019, IEEE Transactions on Information Theory.

Alternating direction algorithms for constrained sparse regression: Application to hyperspectral unmixing

José M. Bioucas-Dias, Mário A. T. Figueiredo, J. Bioucas-Dias, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Estimation of the Common Oscillation for Phase Locked Matrix Factorization

José M. Bioucas-Dias, Ricardo Vigário, Miguel S. B. Almeida, 2012, ICPRAM.

Nonparametric estimation of mean Doppler and spectral width

José M. N. Leitão, José M. Bioucas-Dias, J. Bioucas-Dias, 2000, IEEE Trans. Geosci. Remote. Sens..

An Extension of Averaged-Operator-Based algorithms

José M. Bioucas-Dias, Luís B. Almeida, Miguel Simões, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

On the use of collaborative sparse regression in hyperspectral unmixing chains

Antonio J. Plaza, Ben Somers, Marian-Daniel Iordache, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing

Antonio J. Plaza, Paul D. Gader, Nicolas Gillis, 2014, IEEE Signal Processing Magazine.

Generalized Composite Kernel Framework for Hyperspectral Image Classification

Jon Atli Benediktsson, Antonio J. Plaza, José M. Bioucas-Dias, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Classification with reject option using contextual information

Jelena Kovacevic, José M. Bioucas-Dias, John A. Ozolek, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Multi-frequency Phase Unwrapping from Noisy Data: Adaptive Local Maximum Likelihood Approach

Jaakko Astola, Karen O. Egiazarian, José M. Bioucas-Dias, 2009, SCIA.

A new subspace discriminant analysis approach for supervised hyperspectral image classification

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Does independent component analysis play a role in unmixing hyperspectral data?

José M. Bioucas-Dias, José M. P. Nascimento, J. Bioucas-Dias, 2003, IEEE Transactions on Geoscience and Remote Sensing.

Dictionary Learning Phase Retrieval from Noisy Diffraction Patterns

José M. Bioucas-Dias, Vladimir Katkovnik, Joshin Krishnan, 2018, Sensors.

Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches

Antonio J. Plaza, Paul D. Gader, Jocelyn Chanussot, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hyperspectral Sharpening using Scene-adapted Gaussian Mixture Priors pdf

José M. Bioucas-Dias, Mário A. T. Figueiredo, Afonso M. Teodoro, 2017, ArXiv.

The Role of Whitening for Separation of Synchronous Sources

José M. Bioucas-Dias, Ricardo Vigário, Miguel S. B. Almeida, 2012, LVA/ICA.

Sharpening Hyperspectral Images Using Spatial and Spectral Priors in a Plug-and-Play Algorithm

José M. Bioucas-Dias, Mário A. T. Figueiredo, Afonso M. Teodoro, 2017, EMMCVPR.

Parametric Blur Estimation for Blind Restoration of Natural Images: Linear Motion and Out-of-Focus

José M. Bioucas-Dias, Mário A. T. Figueiredo, João Pedro Oliveira, 2014, IEEE Transactions on Image Processing.

Reconstruction of backscatter and extinction coefficients in lidar: a stochastic filtering approach

José M. N. Leitão, José M. Bioucas-Dias, Elsa S. R. Fonseca, 2004, IEEE Transactions on Geoscience and Remote Sensing.

Comparison of near infrared and Raman hyperspectral unmixing performances for chemical identification of pharmaceutical tablets

José M. Bioucas-Dias, Mário A. T. Figueiredo, Marta B. Lopes, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

New developments on VCA unmixing algorithm

José M. Bioucas-Dias, José M. P. Nascimento, J. Bioucas-Dias, 2008, Remote Sensing.

Separation of Synchronous Sources Through Phase Locked Matrix Factorization

José M. Bioucas-Dias, Ricardo Vigário, Miguel S. B. Almeida, 2014, IEEE Transactions on Neural Networks and Learning Systems.

Blind model-based fusion of multi-band and panchromatic images

Simon J. Godsill, Jean-Yves Tourneret, José M. Bioucas-Dias, 2016, 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI).

Total variation restoration of speckled images using a split-bregman algorithm

José M. Bioucas-Dias, Mário A. T. Figueiredo, J. Bioucas-Dias, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Supervised hyperspectral image segmentation: A convex formulation using hidden fields

Jelena Kovacevic, José M. Bioucas-Dias, Filipe Condessa, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Evaluation of bayesian hyperspectral image segmentation with a discriminative class learning

José M. Bioucas-Dias, André R. S. Marçal, Janete S. Borges, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Compressive Hyperspectral Imaging: Fourier Transform Interferometry meets Single Pixel Camera pdf

José M. Bioucas-Dias, Laurent Jacques, Amirafshar Moshtaghpour, 2018, ArXiv.

Hyperspectral Unmixing in Presence of Endmember Variability, Nonlinearity, or Mismodeling Effects

Paul Honeine, José M. Bioucas-Dias, Abderrahim Halimi, 2015, IEEE Transactions on Image Processing.

Foreword to the Special Issue on Hyperspectral Image and Signal Processing

Antonio J. Plaza, José M. Bioucas-Dias, William J. Blackwell, 2012, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors

Jocelyn Chanussot, José M. Bioucas-Dias, Laurent Condat, 2014, IEEE Transactions on Image Processing.

On the use of spectral libraries to perform sparse unmixing of hyperspectral data

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration

José M. Bioucas-Dias, Mário A. T. Figueiredo, J. Bioucas-Dias, 2007, IEEE Transactions on Image Processing.

Vertex Component Analysis: A~Fast Algorithm to Extract Endmembers Spectra from Hyperspectral Data

José M. Bioucas-Dias, José M. P. Nascimento, J. Bioucas-Dias, 2003, IbPRIA.

Robust Collaborative Nonnegative Matrix Factorization for Hyperspectral Unmixing

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Semi-supervised hyperspectral image classification based on a Markov random field and sparse multinomial logistic regression

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Nonnegative matrix factorization with collaborativity for hyperspectral unmixing

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Semisupervised Self-Learning for Hyperspectral Image Classification

Jon Atli Benediktsson, Antonio J. Plaza, José M. Bioucas-Dias, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Phase Drift Estimation and Symbol Detection in Digital Communications: A Stochastic Recursive Filtering Approach

Rui Dinis, José M. Bioucas-Dias, Pedro Pedrosa, 2012, IEEE Communications Letters.

On Total Variation Denoising: A New Majorization-Minimization Algorithm and an Experimental Comparisonwith Wavalet Denoising

Robert D. Nowak, José M. Bioucas-Dias, Mário A. T. Figueiredo, 2006, 2006 International Conference on Image Processing.

Wall position and thickness estimation from sequences of echocardiographic images

José M. N. Leitão, José M. Bioucas-Dias, J. Bioucas-Dias, 1996, IEEE Trans. Medical Imaging.

MUSIC-CSR: Hyperspectral Unmixing via Multiple Signal Classification and Collaborative Sparse Regression

Antonio J. Plaza, Ben Somers, Marian-Daniel Iordache, 2014, IEEE Transactions on Geoscience and Remote Sensing.

An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems

José M. Bioucas-Dias, Mário A. T. Figueiredo, Manya V. Afonso, 2009, IEEE Transactions on Image Processing.

Sharpening Hyperspectral Images Using Plug-and-Play Priors

José M. Bioucas-Dias, Mário A. T. Figueiredo, Afonso M. Teodoro, 2017, LVA/ICA.

A General Framework for Fast Image Deconvolution with Incomplete Observations. Applications to Unknown Boundaries, Inpainting, Superresolution, and Demosaicing pdf

Jocelyn Chanussot, José M. Bioucas-Dias, Luís B. Almeida, 2016, ArXiv.

Bayesian Oil Spill Segmentation of SAR Images Via Graph Cuts

José M. Bioucas-Dias, Sónia Pelizzari, 2007, IbPRIA.

Hyperspectral unmixing algorithm via dependent component analysis

José M. Bioucas-Dias, José M. P. Nascimento, J. Bioucas-Dias, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral Remote Sensing Data Analysis

José M. Bioucas-Dias, 2015, GISTAM.

Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data

Naoto Yokoya, Jocelyn Chanussot, José M. Bioucas-Dias, 2014, IEEE Transactions on Image Processing.

Super-resolution of hyperspectral images using local spectral unmixing

Jocelyn Chanussot, José M. Bioucas-Dias, Miguel Angel Veganzones, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

A robust subspace method for semiblind dictionary-aided hyperspectral unmixing

José M. Bioucas-Dias, Wing-Kin Ma, Xiao Fu, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Non-cyclic deconvolution using an augmented lagrangian method

José M. Bioucas-Dias, Mário A. T. Figueiredo, Manya V. Afonso, 2011, 2011 IEEE EUROCON - International Conference on Computer as a Tool.

Improving point cloud to surface reconstruction with generalized Tikhonov regularization

José M. Bioucas-Dias, Nuno M. M. Rodrigues, Andre F. R. Guarda, 2017, 2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP).

Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network pdf

Konrad Schindler, José M. Bioucas-Dias, Emmanuel Baltsavias, 2018, ISPRS Journal of Photogrammetry and Remote Sensing.

Estimation of signal subspace on hyperspectral data

José M. Bioucas-Dias, José M. P. Nascimento, J. Bioucas-Dias, 2005, SPIE Remote Sensing.

Bayesian wavelet-based image deconvolution: a GEM algorithm exploiting a class of heavy-tailed priors

José M. Bioucas-Dias, J. Bioucas-Dias, 2006, IEEE Transactions on Image Processing.

Fast Image Recovery Using Variable Splitting and Constrained Optimization

José M. Bioucas-Dias, Mário A. T. Figueiredo, Manya V. Afonso, 2009, IEEE Transactions on Image Processing.

Interferometric Phase Image Estimation via Sparse Coding in the Complex Domain

José M. Bioucas-Dias, Vladimir Katkovnik, Hao Hongxing, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral image superresolution: An edge-preserving convex formulation

Jocelyn Chanussot, José M. Bioucas-Dias, Luís B. Almeida, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Restoring STM images via Sparse Coding: noise and artifact removal pdf

José M. Bioucas-Dias, Mário A. T. Figueiredo, Jorge Morgado, 2016, ArXiv.

A Fast GEM Algorithm for Bayesian Wavelet-Based Image Restoration Using a Class of Heavy-Tailed Priors

José M. Bioucas-Dias, 2003, EMMCVPR.

SURE-Fuse WFF: A Multi-Resolution Windowed Fourier Analysis for Interferometric Phase Denoising

José M. Bioucas-Dias, Mário A. T. Figueiredo, Joshin P. Krishnan, 2018, IEEE Access.

Provably and Roubst Blind Source Seperation of Ill-Conditioned Hyperspectral Mixtures

José M. Bioucas-Dias, Chia-Hsiang Lind, 2018, 2018 IEEE Statistical Signal Processing Workshop (SSP).

A new extended linear mixing model to address spectral variability

Antonio J. Plaza, Jocelyn Chanussot, José M. Bioucas-Dias, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Restoration of Multilayered Single-Photon 3D Lidar Images

José M. Bioucas-Dias, Ximing Ren, Stephen McLaughlin, 2018, 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM).

This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 1 Spectral–Spatial Classification of Hyperspectral Data Usi

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2022 .

Fast Sparse Multinomial Regression Applied to Hyperspectral Data

José M. Bioucas-Dias, André R. S. Marçal, Janete S. Borges, 2006, ICIAR.

Image Classification with Rejection using Contextual Information pdf

Jelena Kovacevic, José M. Bioucas-Dias, John A. Ozolek, 2015, ArXiv.

Patch-based Interferometric Phase Estimation via Mixture of Gaussian Density Modelling & Non-local Averaging in the Complex Domain

José M. Bioucas-Dias, Joshin Krishnan, Joshin P. Krishnan, 2018, BMVC.

Fast Hyperspectral image Denoising based on low rank and sparse representations

José M. Bioucas-Dias, Lina Zhuang, J. Bioucas-Dias, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

A Discrete/Continuous Minimization Method in Interferometric Image Processing

José M. N. Leitão, José M. Bioucas-Dias, J. Bioucas-Dias, 2001, EMMCVPR.

A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images

Jon Atli Benediktsson, Antonio J. Plaza, José M. Bioucas-Dias, 2016, ICPRAM.

Asymptotically efficient estimation of spectral moments

José M. N. Leitão, José M. Bioucas-Dias, 1995, IEEE Trans. Signal Process..

Collaborative nonnegative matrix factorization for remotely sensed hyperspectral unmixing

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Discontinuity Preserving Phase Unwrapping Using Graph Cuts

José M. Bioucas-Dias, Gonçalo Valadão, 2005, EMMCVPR.

Feature Selection in Regression Tasks Using Conditional Mutual Information

Filiberto Pla, José Martínez Sotoca, José M. Bioucas-Dias, 2011, IbPRIA.

Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs

Antonio J. Plaza, José M. Bioucas-Dias, José M. P. Nascimento, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Fast GEM wavelet-based image deconvolution algorithm

José M. Bioucas-Dias, J. Bioucas-Dias, 2003, ICIP.

Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2010, IEEE Transactions on Geoscience and Remote Sensing.

Performance measures for classification systems with rejection

Jelena Kovacevic, José M. Bioucas-Dias, Filipe Condessa, 2015, Pattern Recognit..

Supervised hyperspectral image classification with rejection

Jelena Kovacevic, José M. Bioucas-Dias, Filipe Condessa, 2016, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Digital phase-shifting holography based on sparse approximation of phase and amplitude

José M. Bioucas-Dias, Vladimir Katkovnik, N. V. Petrov, 2014, 2014 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON).

Learning dependent sources using mixtures of Dirichlet: Applications on hyperspectral unmixing

José M. Bioucas-Dias, José M. P. Nascimento, 2009, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

New Theory for Unmixing ILL-Conditioned Hyperspectral Mixtures

José M. Bioucas-Dias, Chia-Hsiang Lin, 2018, 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM).

Blind Estimation of Motion Blur Parameters for Image Deconvolution

José M. Bioucas-Dias, Mário A. T. Figueiredo, João Pedro Oliveira, 2007, IbPRIA.

Class-specific image denoising using importance sampling

José M. Bioucas-Dias, Mário A. T. Figueiredo, Milad Niknejad, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Spatial-spectral hyperspectral image compressive sensing

José M. Bioucas-Dias, Gabriel Martín, J. Bioucas-Dias, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Does independent component analysis play a role in unmixing hyperspectral data?

José M. Bioucas-Dias, José M. P. Nascimento, 2005, IEEE Trans. Geosci. Remote. Sens..

Dependent Component Analysis: A Hyperspectral Unmixing Algorithm

José M. Bioucas-Dias, José M. P. Nascimento, J. Bioucas-Dias, 2007, IbPRIA.

Moving targets in synthetic aperture images: a Bayesian approach

José M. Bioucas-Dias, Paulo A. C. Marques, 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).

Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing

Antonio J. Plaza, José M. Bioucas-Dias, Gabriel Martín, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

An iterative algorithm for linear inverse problems with compound regularizers

José M. Bioucas-Dias, Mário A. T. Figueiredo, J. Bioucas-Dias, 2008, 2008 15th IEEE International Conference on Image Processing.

A Convex Formulation for Hyperspectral Image Superresolution via Subspace-Based Regularization

Jocelyn Chanussot, José M. Bioucas-Dias, Luís B. Almeida, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Uncertainty propagation from atmospheric parameters to sparse hyperspectral unmixing

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Hyperspectral compressive acquisition in the spatial domain via blind factorization

José M. Bioucas-Dias, Gabriel Martín, J. Bioucas-Dias, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Compressive Single-pixel Fourier Transform Imaging Using Structured Illumination

José M. Bioucas-Dias, Laurent Jacques, Amirafshar Moshtaghpour, 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Phase Locked Matrix Factorization

José M. Bioucas-Dias, Ricardo Vigário, Miguel S. B. Almeida, 2011, 2011 19th European Signal Processing Conference.

Multiple Feature Learning for Hyperspectral Image Classification

Jon Atli Benediktsson, Antonio J. Plaza, Liangpei Zhang, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Independent Phase Analysis: Separating Phase-Locked Subspaces

José M. Bioucas-Dias, Ricardo Vigário, Miguel S. B. Almeida, 2010, LVA/ICA.

Alternating direction optimization for image segmentation using hidden Markov measure field models

Jelena Kovacevic, José M. Bioucas-Dias, Filipe Condessa, 2014, Electronic Imaging.

Source Separation and Clustering of Phase-Locked Subspaces

José M. Bioucas-Dias, Ricardo Vigário, Jan-Hendrik Schleimer, 2011, IEEE Transactions on Neural Networks.

Imaging of fast moving targets using undersampled SAR raw-data

José M. Bioucas-Dias, Paulo A. C. Marques, 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

Convex formulation for hyperspectral image classification with superpixels

Antonio J. Plaza, Yi Liu, José M. Bioucas-Dias, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Fusion of multispectral and hyperspectral images based on sparse representation

Jean-Yves Tourneret, José M. Bioucas-Dias, Nicolas Dobigeon, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Hy-Demosaicing: Hyperspectral Blind Reconstruction from Spectral Subsampling

José M. Bioucas-Dias, Lina Zhuang, J. Bioucas-Dias, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Supervised hyperspectral image segmentation using active learning

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

A Convergent Image Fusion Algorithm Using Scene-Adapted Gaussian-Mixture-Based Denoising

José M. Bioucas-Dias, Mário A. T. Figueiredo, Afonso M. Teodoro, 2019, IEEE Transactions on Image Processing.

Effect of Denoising in Band Selection for Regression Tasks in Hyperspectral Datasets

Filiberto Pla, José Martínez Sotoca, José M. Bioucas-Dias, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Quantifying the Uncertainty of Land Surface Temperature Retrievals From SEVIRI/Meteosat

José M. Bioucas-Dias, Isabel F. Trigo, Sandra C. Freitas, 2010, IEEE Transactions on Geoscience and Remote Sensing.

Unmixing sparse hyperspectral mixtures

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Greedy algorithms for pure pixels identification in hyperspectral unmixing: A multiple-measurement vector viewpoint

Marian-Daniel Iordache, José M. Bioucas-Dias, Wing-Kin Ma, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

A new framework for hyperspectral image classification using multiple spectral and spatial features

Jon Atli Benediktsson, Antonio J. Plaza, Paolo Gamba, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Sparse Unmixing of Hyperspectral Data

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Adaptive Hyperspectral Mixed Noise Removal

José M. Bioucas-Dias, Ting-Zhu Huang, Lina Zhuang, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Oil spill segmentation of SAR images via graph cuts

José M. Bioucas-Dias, Sónia Pelizzari, J. Bioucas-Dias, 2006, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodeling Effects

José M. Bioucas-Dias, Nicolas Dobigeon, Stephen McLaughlin, 2016, IEEE Transactions on Computational Imaging.

Adaptive total variation image deblurring: A majorization-minimization approach

José M. Bioucas-Dias, Mário A. T. Figueiredo, João Pedro Oliveira, 2009, Signal Process..

Multi-superpixelization-based convex formulation for joint classification of hyperspectral and lidar data

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Scene-Adapted Plug-and-Play Algorithm with Guaranteed Convergence: Applications to Data Fusion in Imaging pdf

José M. Bioucas-Dias, Mário A. T. Figueiredo, Afonso M. Teodoro, 2018, ArXiv.

Sparse Distributed Multitemporal Hyperspectral Unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, José M. Bioucas-Dias, 2017, IEEE Transactions on Geoscience and Remote Sensing.

GPU implementation of a constrained hyperspectral coded aperture algorithm for compressive sensing

Antonio J. Plaza, José M. Bioucas-Dias, José M. P. Nascimento, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Image Restoration and Reconstruction using Targeted Plug-and-Play Priors

José M. Bioucas-Dias, Mário A. T. Figueiredo, Afonso M. Teodoro, 2019, IEEE Transactions on Computational Imaging.

Linear spectral unmixing using collaborative sparse regression and correlated supports

José M. Bioucas-Dias, Yoann Altmann, Marcelo Pereyra, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Supervised Hyperspectral Image Classification With Rejection

Jelena Kovacevic, José M. Bioucas-Dias, Filipe Condessa, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Matrix Cofactorization for Joint Representation Learning and Supervised Classification - Application to Hyperspectral Image Analysis

José M. Bioucas-Dias, Nicolas Dobigeon, Mathieu Fauvel, 2019, Neurocomputing.

A hierarchical approach to superresolution of multispectral images with different spatial resolutions

Lorenzo Bruzzone, José M. Bioucas-Dias, Claudia Paris, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Matrix Cofactorization for Joint Unmixing and Classification of Hyperspectral Images

José M. Bioucas-Dias, Nicolas Dobigeon, Mathieu Fauvel, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

Total Variation-Based Image Deconvolution: a Majorization-Minimization Approach

José M. Bioucas-Dias, Mário A. T. Figueiredo, João Pedro Oliveira, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Phase imaging via sparse coding in the complex domain based on high-order svd and nonlocal BM3D techniques

Karen O. Egiazarian, José M. Bioucas-Dias, Vladimir Katkovnik, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Potential and limitations of band selection and library pruning in sparse hyperspectral unmixing

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Multifrequency absolute phase estimation via graph cuts

José M. Bioucas-Dias, Gonçalo Valadão, 2009, 2009 17th European Signal Processing Conference.

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2022 .

A fast parallel hyperspectral coded aperture algorithm for compressive sensing using OpenCL

Antonio J. Plaza, Manuel Prieto, José M. Bioucas-Dias, 2015, IEEE EUROCON 2015 - International Conference on Computer as a Tool (EUROCON).

Phase unwrapping: a new max-flow/min-cut based approach

José M. Bioucas-Dias, Gonçalo Valadão, 2005, IEEE International Conference on Image Processing 2005.

Dictionary pruning in sparse unmixing of hyperspectral data

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Minimum total variation in 3D ultrasound reconstruction

José M. Bioucas-Dias, João M. Sanches, Jorge S. Marques, 2005, IEEE International Conference on Image Processing 2005.

Hyperspectral Image Denoising and Anomaly Detection Based on Low-Rank and Sparse Representations

Lianru Gao, Bing Zhang, José M. Bioucas-Dias, 2017, IEEE Transactions on Geoscience and Remote Sensing.

R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation

Simon J. Godsill, Jean-Yves Tourneret, José M. Bioucas-Dias, 2016, IEEE Signal Processing Letters.

GPU implementation of a hyperspectral coded aperture algorithm for compressive sensing

Antonio J. Plaza, José M. Bioucas-Dias, José M. P. Nascimento, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Hyperspectral band selection using a collaborative sparse model

Antonio J. Plaza, José M. Bioucas-Dias, Qian Du, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Bayesian Hyperspectral Image Segmentation With Discriminative Class Learning

José M. Bioucas-Dias, André R. S. Marçal, Janete S. Borges, 2007, IEEE Transactions on Geoscience and Remote Sensing.

Class-Specific Interferometric Phase Estimation Using Patch-Based Importance Sampling

José M. Bioucas-Dias, Mário A. T. Figueiredo, Joshin P. Krishnan, 2020, IEEE Access.

A Dynamic Unmixing Framework for Plant Production System Monitoring

Antonio J. Plaza, Laurent Tits, Ben Somers, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hyperspectral cloud shadow removal based on linear unmixing

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Pansharpening Based on Semiblind Deconvolution

Jocelyn Chanussot, José M. Bioucas-Dias, Rocco Restaino, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Exploiting spatial information in semi-supervised hyperspectral image segmentation

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities

José M. Bioucas-Dias, Nicolas Dobigeon, Gerald S. Buller, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Super-Resolution of Multispectral Multiresolution Images from a Single Sensor

Konrad Schindler, José M. Bioucas-Dias, Charis Lanaras, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Collaborative Sparse Regression for Hyperspectral Unmixing

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Hy-Demosaicing: Hyperspectral Blind Reconstruction From Spectral Subsampling

José M. Bioucas-Dias, Lina Zhuang, Michael K. Ng, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral Image Denoising Based on Global and Nonlocal Low-Rank Factorizations

José M. Bioucas-Dias, Lina Zhuang, Xiyou Fu, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral Image Denoising and Anomaly Detection Based on Low-Rank and Sparse Representations

Lianru Gao, Bing Zhang, José M. Bioucas-Dias, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Semisupervised Discriminative Random Field for Hyperspectral Image Classification

José M. Bioucas-Dias, Antonio Plaza, Jun Li, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Efficient computation of tr{TR-1} for Toeplitz matrices

José M. N. Leitão, José M. Bioucas-Dias, J. Bioucas-Dias, 2002, IEEE Signal Processing Letters.

Hyperspectral Image Segmentation with Discriminative Class Learning

José M. Bioucas-Dias, André R. S. Marçal, Janete S. Borges, 2007 .

Image Restoration with Compound Regularization Using a Bregman Iterative Algorithm

José M. Bioucas-Dias, Mário A. T. Figueiredo, Manya V. Afonso, 2009 .

Antenna Design and Near-Field Characterization for Medical Microwave Imaging Applications

José M. Bioucas-Dias, Carlos A. Fernandes, Jorge R. Costa, 2019, IEEE Transactions on Antennas and Propagation.