| 2019 | ICASSP | Compressive Single-pixel Fourier Transform Imaging Using Structured Illumination. | Amirafshar Moshtaghpour, Jos M. Bioucas-Dias, Laurent Jacques |
| 2019 | IGARSS | Panchromatic Sharpening of Multispectral Satellite Imagery Via an Explicitly Defined Convex Self-Similarity Regularization. | Chia-Hsiang Wang, Chia-Hsiang Lin, Jos M. Bioucas-Dias, Wei-Cheng Zheng, Kuo-Hsin Tseng |
| 2018 | IGARSS | Hy-Demosaicing: Hyperspectral Blind Reconstruction from Spectral Subsampling. | Lina Zhuang, Jos M. Bioucas-Dias |
| 2018 | IGARSS | Hyperspectral Image Super-Resolution via Local Low-Rank and Sparse Representations. | Renwei Dian, Shutao Li, Leyuan Fang, Jos M. Bioucas-Dias |
| 2018 | IGARSS | Adaptive Hyperspectral Mixed Noise Removal. | Tai-Xiang Jiang, Lina Zhuang, Ting-Zhu Huang, Jos M. Bioucas-Dias |
| 2018 | IGARSS | Linear Spectral Unmixing via Matrix Factorization: Identifiability Criteria for Sparse Abundances. | Chia-Hsiang Lin, Jos M. Bioucas-Dias |
| 2017 | BMVC | Patch-based Interferometric Phase Estimation via Mixture of Gaussian Density Modelling & Non-local Averaging in the Complex Domain. | Joshin Krishnan, Jos M. Bioucas-Dias |
| 2017 | CVPR | Super-Resolution of Multispectral Multiresolution Images from a Single Sensor. | Charis Lanaras, Jos M. Bioucas-Dias, Emmanuel Baltsavias, Konrad Schindler |
| 2017 | ICASSP | Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities. | Abderrahim Halimi, Jos M. Bioucas-Dias, Nicolas Dobigeon, Gerald S. Buller, Steve McLaughlin |
| 2017 | ICIP | Class-specific image denoising using importance sampling. | Milad Niknejad, Jos M. Bioucas-Dias, Mrio A. T. Figueiredo |
| 2017 | ICIP | Class-specific poisson denoising by patch-based importance sampling. | Milad Niknejad, Jos M. Bioucas-Dias, Mrio A. T. Figueiredo |
| 2017 | ICIP | Hyperspectral image denoising based on global and non-local low-rank factorizations. | Lina Zhuang, Jos M. Bioucas-Dias |
| 2017 | IGARSS | A hierarchical approach to superresolution of multispectral images with different spatial resolutions. | Claudia Paris, Jos M. Bioucas-Dias, Lorenzo Bruzzone |
| 2017 | IGARSS | A new classification-oriented endmember extraction and sparse unmixing approach for hyperspectral data. | Yanli Sun, Jos M. Bioucas-Dias, Xia Zhang, Yi Liu, Antonio Plaza |
| 2017 | IGARSS | Hyperspectral image inpainting based on low-rank representation: A case study on Tiangong-1 data. | Dan Yao, Lina Zhuang, Lianru Gao, Bing Zhang, Jos M. Bioucas-Dias |
| 2017 | IGARSS | Multi-superpixelization-based convex formulation for joint classification of hyperspectral and lidar data. | Yi Liu, Jos M. Bioucas-Dias, Jun Li, Antonio Plaza |
| 2017 | IGARSS | Hyperspectral cloud shadow removal based on linear unmixing. | Yi Liu, Jos M. Bioucas-Dias, Jun Li, Antonio Plaza |
| 2017 | IGARSS | Spatial-spectral hyperspectral image compressive sensing. | Gabriel Martn, Jos M. Bioucas-Dias |
| 2017 | MMSP | Improving point cloud to surface reconstruction with generalized Tikhonov regularization. | Andre F. R. Guarda, Jos M. Bioucas-Dias, Nuno M. M. Rodrigues, Fernando Pereira |
| 2016 | FUSION | High-resolution hyperspectral image fusion based on spectral unmixing. | Qi Wei, Simon J. Godsill, Jos M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2016 | ICIP | Image restoration and reconstruction using variable splitting and class-adapted image priors. | Afonso M. Teodoro, Jos M. Bioucas-Dias, Mrio A. T. Figueiredo |
| 2016 | IGARSS | Hyperspectral image reconstruction from random projections on GPU. | Jorge Sevilla, Gabriel Martn, Jos M. P. Nascimento, Jos M. Bioucas-Dias |
| 2016 | IGARSS | Sparse distributed hyperspectral unmixing. | Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jos M. Bioucas-Dias |
| 2016 | IGARSS | Fast Hyperspectral image Denoising based on low rank and sparse representations. | Lina Zhuang, Jos M. Bioucas-Dias |
| 2016 | IGARSS | Uncertainty propagation from atmospheric parameters to sparse hyperspectral unmixing. | Marian-Daniel Iordache, Nitin Bhatia, Jos M. Bioucas-Dias, Antonio J. Plaza |
| 2016 | IGARSS | Convex formulation for hyperspectral image classification with superpixels. | Yi Liu, Filipe Condessa, Jos M. Bioucas-Dias, Jun Li, Antonio J. Plaza |
| 2015 | IGARSS | GPU implementation of a hyperspectral coded aperture algorithm for compressive sensing. | Sergio Bernab, Gabriel Martn, Jos M. P. Nascimento, Jos M. Bioucas-Dias, Antonio J. Plaza, Vtor Silva |
| 2015 | IGARSS | Supervised hyperspectral image classification with rejection. | Filipe Condessa, Jos M. Bioucas-Dias, Jelena Kovacevic |
| 2015 | IGARSS | Hyperspectral compressive sensing from spectral projections. | Gabriel Martn, Jos M. Bioucas-Dias |
| 2015 | IGARSS | B-HYCA: Blind hyperspectral compressive sensing. | Gabriel Martn, Jos M. Bioucas-Dias, Antonio J. Plaza |
| 2014 | ICIP | Phase imaging via sparse coding in the complex domain based on high-order svd and nonlocal BM3D techniques. | Vladimir Katkovnik, Karen O. Egiazarian, Jos M. Bioucas-Dias |
| 2014 | ICIP | Hyperspectral image superresolution: An edge-preserving convex formulation. | Miguel Simes, Jos M. Bioucas-Dias, Lus B. Almeida, Jocelyn Chanussot |
| 2014 | ICIP | Hyperspectral super-resolution of locally low rank images from complementary multisource data. | Miguel Angel Veganzones, Miguel Simes, Giorgio A. Licciardi, Jos M. Bioucas-Dias, Jocelyn Chanussot |
| 2014 | IPAS | Alternating direction optimization for image segmentation using hidden Markov measure field models. | Jos M. Bioucas-Dias, Filipe Condessa, Jelena Kovacevic |
| 2014 | IGARSS | A new framework for hyperspectral image classification using multiple spectral and spatial features. | Mahdi Khodadadzadeh, Jun Li, Antonio J. Plaza, Paolo Gamba, Jn Atli Benediktsson, Jos M. Bioucas-Dias |
| 2014 | IGARSS | Spectral partitioning for hyperspectral remote sensing image classification. | Yi Liu, Jun Li, Antonio J. Plaza, Jos M. Bioucas-Dias, Aurora Cuartero, Pablo Garca Rodrguez |
| 2013 | IGARSS | Parallel sparse unmixing of hyperspectral data. | Jos M. Rodriguez Alves, Jos M. P. Nascimento, Jos M. Bioucas-Dias, Antonio Plaza, Vtor Silva |
| 2013 | IGARSS | Spectral-spatial classification for hyperspectral data using SVM and subspace MLR. | Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, Jos M. Bioucas-Dias |
| 2012 | ICPRAM | Estimation of the Common Oscillation for Phase Locked Matrix Factorization. | Miguel S. B. Almeida, Ricardo Vigrio, Jos M. Bioucas-Dias |
| 2012 | ICPRAM | A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images. | Jun Li, Prashanth Reddy Marpu, Antonio Plaza, Jos M. Bioucas-Dias, Jn Atli Benediktsson |
| 2012 | ICPRAM | Hyperspectral Unmixing with Simultaneous Dimensionality Estimation. | Jos M. P. Nascimento, Jos M. Bioucas-Dias |
| 2012 | IGARSS | Collaborative nonnegative matrix factorization for remotely sensed hyperspectral unmixing. | Jun Li, Jos M. Bioucas-Dias, Antonio Plaza |
| 2012 | IGARSS | Parallel implementation of vertex component analysis for hyperspectral endmember extraction. | Jos M. Rodriguez Alves, Jos M. P. Nascimento, Jos M. Bioucas-Dias, Vtor Silva, Antonio Plaza |
| 2012 | IGARSS | Semi-supervised active learning for urban hyperspectral image classification. | Inmaculada Dopido, Jun Li, Antonio Plaza, Jos M. Bioucas-Dias |
| 2012 | IGARSS | Hyperspectral band selection using a collaborative sparse model. | Qian Du, Jos M. Bioucas-Dias, Antonio Plaza |
| 2012 | IGARSS | Collaborative sparse unmixing of hyperspectral data. | Marian-Daniel Iordache, Jos M. Bioucas-Dias, Antonio Plaza |
| 2012 | IGARSS | Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing. | Gabriel Martn, Jos M. Bioucas-Dias, Antonio Plaza |
| 2011 | IBPRIA | Feature Selection in Regression Tasks Using Conditional Mutual Information. | Pedro Latorre-Carmona, Jos Martnez Sotoca, Filiberto Pla, Frederick Kin Hing Phoa, Jos M. Bioucas-Dias |
| 2011 | IGARSS | An overview on hyperspectral unmixing: Geometrical, statistical, and sparse regression based approaches. | Jos M. Bioucas-Dias, Antonio Plaza |
| 2011 | IGARSS | Hyperspectral unmixingwith sparse group lasso. | Marian-Daniel Iordache, Jos M. Bioucas-Dias, Antonio Plaza |
| 2011 | IGARSS | A new subspace discriminant analysis approach for supervised hyperspectral image classification. | Jun Li, Jos M. Bioucas-Dias, Antonio Plaza |
| 2010 | ICASSP | A fast algorithm for the constrained formulation of compressive image reconstruction and other linear inverse problems. | Manya V. Afonso, Jos M. Bioucas-Dias, Mrio A. T. Figueiredo |
| 2010 | ICIP | An augmented Lagrangian approach to linear inverse problems with compound regularization. | Manya V. Afonso, Jos M. Bioucas-Dias, Mrio A. T. Figueiredo |
| 2010 | ICIP | Frame-based deconvolution of Poissonian images using alternating direction optimization. | Mrio A. T. Figueiredo, Jos M. Bioucas-Dias |
| 2010 | IGARSS | Recent developments in sparse hyperspectral unmixing. | Marian-Daniel Iordache, Antonio J. Plaza, Jos M. Bioucas-Dias |
| 2009 | ICIP | Total variation restoration of speckled images using a split-bregman algorithm. | Jos M. Bioucas-Dias, Mrio A. T. Figueiredo |
| 2009 | IGARSS | Unmixing Sparse Hyperspectral Mixtures. | Marian-Daniel Iordache, Jos M. Bioucas-Dias, Antonio Plaza |
| 2009 | IGARSS | Semi-supervised Hyperspectral Image Classification based on a Markov Random Field and Sparse Multinomial Logistic Regression. | Jun Li, Jos M. Bioucas-Dias, Antonio Plaza |
| 2008 | ICIP | An iterative algorithm for linear inverse problems with compound regularizers. | Jos M. Bioucas-Dias, Mrio A. T. Figueiredo |
| 2008 | ICIP | Denoising of medical images corrupted by Poisson noise. | Isabel Rodrigues, Joo M. Sanches, Jos M. Bioucas-Dias |
| 2008 | IGARSS | Minimum Volume Simplex Analysis: A Fast Algorithm to Unmix Hyperspectral Data. | Jun Li, Jos M. Bioucas-Dias |
| 2007 | IBPRIA | Bayesian Hyperspectral Image Segmentation with Discriminative Class Learning. | Janete S. Borges, Jos M. Bioucas-Dias, Andr R. S. Maral |
| 2007 | IBPRIA | Dependent Component Analysis: A Hyperspectral Unmixing Algorithm. | Jos M. P. Nascimento, Jos M. Bioucas-Dias |
| 2007 | IBPRIA | Blind Estimation of Motion Blur Parameters for Image Deconvolution. | Joo Pedro Oliveira, Mrio A. T. Figueiredo, Jos M. Bioucas-Dias |
| 2007 | IBPRIA | Bayesian Oil Spill Segmentation of SAR Images Via Graph Cuts. | Snia Pelizzari, Jos M. Bioucas-Dias |
| 2007 | ICIP | Two-Step Algorithms for Linear Inverse Problems with Non-Quadratic Regularization. | Jos M. Bioucas-Dias, Mrio A. T. Figueiredo |
| 2007 | IGARSS | Hyperspectral signal subspace estimation. | Jos M. P. Nascimento, Jos M. Bioucas-Dias |
| 2007 | IGARSS | Hyperspectral unmixing algorithm via dependent component analysis. | Jos M. P. Nascimento, Jos M. Bioucas-Dias |
| 2007 | IGARSS | Oil spill segmentation of SAR images via graph cuts. | Snia Pelizzari, Jos M. Bioucas-Dias |
| 2007 | IGARSS | HYPER-I-NET: European research network on hyperspectral imaging. | Antonio J. Plaza, Andreas Mller, Rudolph Richter, Torbjrn Skauli, Zbynek Malenovsk, Jos M. Bioucas-Dias, Stefan Hofer, Jocelyn Chanussot, Christian Jutten, Vronique Carrre, Ivar Baarstad, Peter Kaspersen, Jens Nieke, Klaus I. Itten, Timo Hyvarinen, Paolo Gamba, Fabio Dell'Acqua, Jn Atli Benediktsson, Michael E. Schaepman, Jan G. P. W. Clevers, Bogdan Zagajewski |
| 2007 | IGARSS | Evaluation of bayesian hyperspectral image segmentation with a discriminative class learning. | Janete S. Borges, Andr R. S. Maral, Jos M. Bioucas-Dias |
| 2006 | ICASSP | Total Variation-Based Image Deconvolution: a Majorization-Minimization Approach. | Jos M. Bioucas-Dias, Mrio A. T. Figueiredo, Joo Pedro Oliveira |
| 2006 | ICIP | On Total Variation Denoising: A New Majorization-Minimization Algorithm and an Experimental Comparisonwith Wavalet Denoising. | Mrio A. T. Figueiredo, Jos M. Bioucas-Dias, Joo Pedro Oliveira, Robert D. Nowak |
| 2005 | IBPRIA | Phase Unwrapping via Graph Cuts. | Jos M. Bioucas-Dias, Gonalo Valado |
| 2005 | ICIP | Phase unwrapping: a new max-flow/min-cut based approach. | Jos M. Bioucas-Dias, Gonalo Valado |
| 2005 | ICIP | Minimum total variation in 3D ultrasound reconstruction. | Joo M. Sanches, Jos M. Bioucas-Dias, Jorge S. Marques |
| 2003 | ICIP | Fast GEM wavelet-based image deconvolution algorithm. | Jos M. Bioucas-Dias |