José M. Bioucas-Dias

271 papers A 1B 13C 41Misc 4Journal 122Unranked 90

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Adaptive Hyperspectral Mixed Noise Removal. IEEE Trans. Geosci. Remote. Sens. Tai-Xiang Jiang, Lina Zhuang, Ting-Zhu Huang, Xi-Le Zhao, José M. Bioucas-Dias
2022	J	`jnl`	Hy-Demosaicing: Hyperspectral Blind Reconstruction From Spectral Subsampling. IEEE Trans. Geosci. Remote. Sens. Lina Zhuang, Michael K. Ng, Xiyou Fu, José M. Bioucas-Dias
2022	J	`jnl`	Hyperspectral Image Denoising and Anomaly Detection Based on Low-Rank and Sparse Representations. IEEE Trans. Geosci. Remote. Sens. Lina Zhuang, Lianru Gao, Bing Zhang, Xiyou Fu, José M. Bioucas-Dias
2022	—	`conf`	Maritime Unmanned Systems and JANUS in Support to Distressed Submarine Search & Rescue: The REPMUS21 Experience. MILCOM Roberto Petroccia, Gabriele Ferri, Pietro Stinco, Alessandra Tesei, Stefano Fioravanti, Thomas C. Furfaro, João Alves, Andrea Molaschi, José M. Bioucas-Dias, Paulo Sousa Dias, João Borges de Sousa
2021	J	`jnl`	Block-Gaussian-Mixture Priors for Hyperspectral Denoising and Inpainting. IEEE Trans. Geosci. Remote. Sens. Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2021	J	`jnl`	Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations. CoRR Lina Zhuang, José M. Bioucas-Dias
2021	J	`jnl`	Hyperspectral Image Denoising Based on Global and Nonlocal Low-Rank Factorizations. IEEE Trans. Geosci. Remote. Sens. Lina Zhuang, Xiyou Fu, Michael K. Ng, José M. Bioucas-Dias
2021	J	`jnl`	Hyperspectral Image Denoising and Anomaly Detection Based on Low-rank and Sparse Representations. CoRR Lina Zhuang, Lianru Gao, Bing Zhang, Xiyou Fu, José M. Bioucas-Dias
2021	J	`jnl`	Nonnegative Blind Source Separation for Ill-Conditioned Mixtures via John Ellipsoid. IEEE Trans. Neural Networks Learn. Syst. Chia-Hsiang Lin, José M. Bioucas-Dias
2021	J	`jnl`	Semisupervised Discriminative Random Field for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Bingkun Liang, Chenying Liu, Jun Li, Antonio Plaza, José M. Bioucas-Dias
2020	—	`conf`	A New Hyperspectral Compressed Sensing Method for Efficient Satellite Communications. SAM Chia-Hsiang Lin, José M. Bioucas-Dias, Tzu-Hsuan Lin, Yen-Cheng Lin, Chi-Hung Kao
2020	J	`jnl`	An Explicit and Scene-Adapted Definition of Convex Self-Similarity Prior With Application to Unsupervised Sentinel-2 Super-Resolution. IEEE Trans. Geosci. Remote. Sens. Chia-Hsiang Lin, José M. Bioucas-Dias
2020	J	`jnl`	Class-Specific Interferometric Phase Estimation Using Patch-Based Importance Sampling. IEEE Access Joshin Krishnan, Mário A. T. Figueiredo, José M. Bioucas-Dias
2020	J	`jnl`	Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling With Haar Wavelet Basis. IEEE Trans. Inf. Theory Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
2020	J	`jnl`	Matrix cofactorization for joint representation learning and supervised classification - Application to hyperspectral image analysis. Neurocomputing Adrien Lagrange, Mathieu Fauvel, Stéphane May, José M. Bioucas-Dias, Nicolas Dobigeon
2020	J	`jnl`	Microwave Breast Imaging Using a Dry Setup. IEEE Trans. Computational Imaging João M. Felício, José M. Bioucas-Dias, Jorge R. Costa, Carlos A. C. Fernandes
2020	J	`jnl`	Nonlocal Sparse Tensor Factorization for Semiblind Hyperspectral and Multispectral Image Fusion. IEEE Trans. Cybern. Renwei Dian, Shutao Li, Leyuan Fang, Ting Lu, José M. Bioucas-Dias
2020	J	`jnl`	Robust Restoration of Sparse Multidimensional Single-Photon LiDAR Images. IEEE Trans. Computational Imaging Abderrahim Halimi, Rachael Tobin, Aongus McCarthy, José M. Bioucas-Dias, Steve McLaughlin, Gerald S. Buller
2019	J	`jnl`	A Convergent Image Fusion Algorithm Using Scene-Adapted Gaussian-Mixture-Based Denoising. IEEE Trans. Image Process. Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2019	J	`jnl`	A Novel Sharpening Approach for Superresolving Multiresolution Optical Images. IEEE Trans. Geosci. Remote. Sens. Claudia Paris, José M. Bioucas-Dias, Lorenzo Bruzzone
2019	J	`jnl`	Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling with Haar Wavelet Basis. CoRR Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
2019	Misc	`conf`	Compressive Single-pixel Fourier Transform Imaging Using Structured Illumination. ICASSP Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
2019	J	`jnl`	External Patch-Based Image Restoration Using Importance Sampling. IEEE Trans. Image Process. Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
2019	J	`jnl`	Image Restoration and Reconstruction using Targeted Plug-and-Play Priors. IEEE Trans. Computational Imaging Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2019	J	`jnl`	Matrix Cofactorization for Joint Representation Learning and Supervised Classification - Application to Hyperspectral Image Analysis. CoRR Adrien Lagrange, Mathieu Fauvel, Stéphane May, José M. Bioucas-Dias, Nicolas Dobigeon
2019	—	`conf`	Matrix Cofactorization for Joint Unmixing and Classification of Hyperspectral Images. EUSIPCO Adrien Lagrange, Mathieu Fauvel, Stéphane May, José M. Bioucas-Dias, Nicolas Dobigeon
2019	C	`conf`	Panchromatic Sharpening of Multispectral Satellite Imagery Via an Explicitly Defined Convex Self-Similarity Regularization. IGARSS Chia-Hsiang Wang, Chia-Hsiang Lin, José M. Bioucas-Dias, Wei-Cheng Zheng, Kuo-Hsin Tseng
2019	J	`jnl`	Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Lina Zhuang, Chia-Hsiang Lin, Mário A. T. Figueiredo, José M. Bioucas-Dias
2019	J	`jnl`	SURE-Fuse WFF: A Multi-Resolution Windowed Fourier Analysis for Interferometric Phase Denoising. IEEE Access Joshin Krishnan, Mário A. T. Figueiredo, José M. Bioucas-Dias
2018	C	`conf`	Adaptive Hyperspectral Mixed Noise Removal. IGARSS Tai-Xiang Jiang, Lina Zhuang, Ting-Zhu Huang, José M. Bioucas-Dias
2018	J	`jnl`	An Extension of Averaged-Operator-Based Algorithms. CoRR Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida
2018	—	`conf`	An Extension of Averaged-Operator-Based algorithms. EUSIPCO Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida
2018	J	`jnl`	Compressive Hyperspectral Imaging: Fourier Transform Interferometry meets Single Pixel Camera. CoRR Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
2018	J	`jnl`	Compressive Single-pixel Fourier Transform Imaging using Structured Illumination. CoRR Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
2018	J	`jnl`	Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization. IEEE Trans. Geosci. Remote. Sens. Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Peijun Du, Antonio Plaza
2018	J	`jnl`	Dictionary Learning Phase Retrieval from Noisy Diffraction Patterns. Sensors Joshin Krishnan, José M. Bioucas-Dias, Vladimir Katkovnik
2018	J	`jnl`	External Patch-Based Image Restoration Using Importance Sampling. CoRR Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
2018	J	`jnl`	Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Lina Zhuang, José M. Bioucas-Dias
2018	J	`jnl`	Foreword to the Special Issue on Quality Improvements of Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Huanfeng Shen, Xiuping Jia, José M. Bioucas-Dias, Nicolas Dobigeon, Yi Cui, Fabio Pacifici
2018	J	`jnl`	Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization. IEEE Trans. Image Process. Shutao Li, Renwei Dian, Leyuan Fang, José M. Bioucas-Dias
2018	C	`conf`	Hy-Demosaicing: Hyperspectral Blind Reconstruction from Spectral Subsampling. IGARSS Lina Zhuang, José M. Bioucas-Dias
2018	C	`conf`	Hyperspectral Image Super-Resolution via Local Low-Rank and Sparse Representations. IGARSS Renwei Dian, Shutao Li, Leyuan Fang, José M. Bioucas-Dias
2018	J	`jnl`	Image Restoration Using Conditional Random Fields and Scale Mixtures of Gaussians. CoRR Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
2018	C	`conf`	Linear Spectral Unmixing via Matrix Factorization: Identifiability Criteria for Sparse Abundances. IGARSS Chia-Hsiang Lin, José M. Bioucas-Dias
2018	—	`conf`	New Theory for Unmixing ILL-Conditioned Hyperspectral Mixtures. SAM Chia-Hsiang Lin, José M. Bioucas-Dias
2018	—	`conf`	Provably and Roubst Blind Source Seperation of Ill-Conditioned Hyperspectral Mixtures. SSP Chia-Hsiang Lin, José M. Bioucas-Dias
2018	—	`conf`	Restoration of Multilayered Single-Photon 3D Lidar Images. SAM Abderrahim Halimi, José M. Bioucas-Dias, Ximing Ren, Stephen McLaughlin, Aongus McCarthy, Gerald S. Buller
2018	J	`jnl`	Scene-Adapted Plug-and-Play Algorithm with Guaranteed Convergence: Applications to Data Fusion in Imaging. CoRR Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2018	J	`jnl`	Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network. CoRR Charis Lanaras, José M. Bioucas-Dias, Silvano Galliani, Emmanuel Baltsavias, Konrad Schindler
2017	J	`jnl`	A New Low-Rank Representation Based Hyperspectral Image Denoising Method for Mineral Mapping. Remote. Sens. Lianru Gao, Dan Yao, Qingting Li, Lina Zhuang, Bing Zhang, José M. Bioucas-Dias
2017	C	`conf`	A hierarchical approach to superresolution of multispectral images with different spatial resolutions. IGARSS Claudia Paris, José M. Bioucas-Dias, Lorenzo Bruzzone
2017	C	`conf`	A new classification-oriented endmember extraction and sparse unmixing approach for hyperspectral data. IGARSS Yanli Sun, José M. Bioucas-Dias, Xia Zhang, Yi Liu, Antonio Plaza
2017	J	`jnl`	Class-specific Poisson denoising by patch-based importance sampling. CoRR Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	B	`conf`	Class-specific image denoising using importance sampling. ICIP Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	J	`jnl`	Class-specific image denoising using importance sampling. CoRR Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	B	`conf`	Class-specific poisson denoising by patch-based importance sampling. ICIP Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	J	`jnl`	Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodeling Effects. IEEE Trans. Computational Imaging Abderrahim Halimi, José M. Bioucas-Dias, Nicolas Dobigeon, Gerald S. Buller, Stephen McLaughlin
2017	Misc	`conf`	Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities. ICASSP Abderrahim Halimi, José M. Bioucas-Dias, Nicolas Dobigeon, Gerald S. Buller, Steve McLaughlin
2017	J	`jnl`	Hyperspectral Sharpening using Scene-adapted Gaussian Mixture Priors. CoRR Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	C	`conf`	Hyperspectral cloud shadow removal based on linear unmixing. IGARSS Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza
2017	B	`conf`	Hyperspectral image denoising based on global and non-local low-rank factorizations. ICIP Lina Zhuang, José M. Bioucas-Dias
2017	C	`conf`	Hyperspectral image inpainting based on low-rank representation: A case study on Tiangong-1 data. IGARSS Dan Yao, Lina Zhuang, Lianru Gao, Bing Zhang, José M. Bioucas-Dias
2017	C	`conf`	Improving point cloud to surface reconstruction with generalized Tikhonov regularization. MMSP Andre F. R. Guarda, José M. Bioucas-Dias, Nuno M. M. Rodrigues, Fernando Pereira
2017	C	`conf`	Multi-superpixelization-based convex formulation for joint classification of hyperspectral and lidar data. IGARSS Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza
2017	A	`conf`	Patch-based Interferometric Phase Estimation via Mixture of Gaussian Density Modelling & Non-local Averaging in the Complex Domain. BMVC Joshin Krishnan, José M. Bioucas-Dias
2017	J	`jnl`	Performance measures for classification systems with rejection. Pattern Recognit. Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2017	—	`conf`	Scene-Adapted plug-and-play algorithm with convergence guarantees. MLSP Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	—	`conf`	Sharpening Hyperspectral Images Using Plug-and-Play Priors. LVA/ICA Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	—	`conf`	Sharpening Hyperspectral Images Using Spatial and Spectral Priors in a Plug-and-Play Algorithm. EMMCVPR Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	J	`jnl`	Sparse Distributed Multitemporal Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, José M. Bioucas-Dias
2017	C	`conf`	Spatial-spectral hyperspectral image compressive sensing. IGARSS Gabriel Martín, José M. Bioucas-Dias
2017	—	`conf`	Super-Resolution of Multispectral Multiresolution Images from a Single Sensor. CVPR Workshops Charis Lanaras, José M. Bioucas-Dias, Emmanuel Baltsavias, Konrad Schindler
2016	J	`jnl`	A Discontinuity Preserving Relaxation Scheme for Spectral-Spatial Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jun Li, Mahdi Khodadadzadeh, Antonio Plaza, Xiuping Jia, José M. Bioucas-Dias
2016	J	`jnl`	A Framework for Fast Image Deconvolution With Incomplete Observations. IEEE Trans. Image Process. Miguel Simões, Luís B. Almeida, José M. Bioucas-Dias, Jocelyn Chanussot
2016	J	`jnl`	A General Framework for Fast Image Deconvolution with Incomplete Observations. Applications to Unknown Boundaries, Inpainting, Superresolution, and Demosaicing. CoRR Miguel Simões, Luís B. Almeida, José M. Bioucas-Dias, Jocelyn Chanussot
2016	—	`conf`	Bayesian image segmentation using hidden fields: Supervised, unsupervised, and semi-supervised formulations. EUSIPCO José M. Bioucas-Dias, Mário A. T. Figueiredo
2016	—	`conf`	Blind model-based fusion of multi-band and panchromatic images. MFI Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret, Simon J. Godsill
2016	C	`conf`	Convex formulation for hyperspectral image classification with superpixels. IGARSS Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Antonio J. Plaza
2016	C	`conf`	Fast Hyperspectral image Denoising based on low rank and sparse representations. IGARSS Lina Zhuang, José M. Bioucas-Dias
2016	C	`conf`	High-resolution hyperspectral image fusion based on spectral unmixing. FUSION Qi Wei, Simon J. Godsill, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret
2016	J	`jnl`	Hyperspectral Blind Reconstruction From Random Spectral Projections. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Gabriel Martín, José M. Bioucas-Dias
2016	J	`jnl`	Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data. IEEE Trans. Image Process. Miguel Angel Veganzones, Miguel Simões, Giorgio Licciardi, Naoto Yokoya, José M. Bioucas-Dias, Jocelyn Chanussot
2016	J	`jnl`	Hyperspectral Unmixing in Presence of Endmember Variability, Nonlinearity, or Mismodeling Effects. IEEE Trans. Image Process. Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias
2016	C	`conf`	Hyperspectral image reconstruction from random projections on GPU. IGARSS Jorge Sevilla, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias
2016	J	`jnl`	Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors. CoRR Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2016	J	`jnl`	Image Restoration with Locally Selected Class-Adapted Models. CoRR Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2016	B	`conf`	Image restoration and reconstruction using variable splitting and class-adapted image priors. ICIP Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2016	—	`conf`	Image restoration with locally selected class-adapted models. MLSP Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2016	J	`jnl`	Multi-Band Image Fusion Based on Spectral Unmixing. CoRR Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret, Marcus Chen, Simon J. Godsill
2016	J	`jnl`	Multiband Image Fusion Based on Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret, Marcus Chen, Simon J. Godsill
2016	—	`conf`	Nonlinear hyperspectral unmixing accounting for spatial illumination variability. WHISPERS Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias, Gerald S. Buller, Steve McLaughlin
2016	J	`jnl`	Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva
2016	J	`jnl`	R-FUSE: Robust Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation. CoRR Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret, José M. Bioucas-Dias, Simon J. Godsill
2016	J	`jnl`	R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation. IEEE Signal Process. Lett. Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret, José M. Bioucas-Dias, Simon J. Godsill
2016	J	`jnl`	Restoring STM images via Sparse Coding: noise and artifact removal. CoRR João Pedro Oliveira, Ana Bragança, José M. Bioucas-Dias, Mário A. T. Figueiredo, Luís Alcácer, Jorge Morgado, Quirina Ferreira
2016	J	`jnl`	Robust Collaborative Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Jun Li, José M. Bioucas-Dias, Antonio J. Plaza, Lin Liu
2016	—	`conf`	Robust hyperspectral unmixing accounting for residual components. SSP Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias
2016	J	`jnl`	Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches. IEEE Trans. Geosci. Remote. Sens. Xiao Fu, Wing-Kin Ma, José M. Bioucas-Dias, Tsung-Han Chan
2016	C	`conf`	Sparse distributed hyperspectral unmixing. IGARSS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, José M. Bioucas-Dias
2016	J	`jnl`	Supervised Hyperspectral Image Classification With Rejection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2016	C	`conf`	Uncertainty propagation from atmospheric parameters to sparse hyperspectral unmixing. IGARSS Marian-Daniel Iordache, Nitin Bhatia, José M. Bioucas-Dias, Antonio J. Plaza
2015	J	`jnl`	A Convex Formulation for Hyperspectral Image Superresolution via Subspace-Based Regularization. IEEE Trans. Geosci. Remote. Sens. Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida, Jocelyn Chanussot
2015	—	`conf`	A fast parallel hyperspectral coded aperture algorithm for compressive sensing using OpenCL. EUROCON Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio J. Plaza, Guillermo Botella, Manuel Prieto-Matías
2015	—	`conf`	An analysis of collaborative representation schemes for the classification of hyperspectral images. EUSIPCO Mauro Dalla Mura, José M. Bioucas-Dias, Jocelyn Chanussot
2015	C	`conf`	B-HYCA: Blind hyperspectral compressive sensing. IGARSS Gabriel Martín, José M. Bioucas-Dias, Antonio J. Plaza
2015	J	`jnl`	Collaborative sparse regression using spatially correlated supports - Application to hyperspectral unmixing. IEEE Trans. Image Process. Yoann Altmann, Marcelo Pereyra, José M. Bioucas-Dias
2015	J	`jnl`	Fast Spectral Unmixing based on Dykstra's Alternating Projection. CoRR Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret
2015	—	`conf`	GPU implementation of a constrained hyperspectral coded aperture algorithm for compressive sensing. WHISPERS Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva
2015	C	`conf`	GPU implementation of a hyperspectral coded aperture algorithm for compressive sensing. IGARSS Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio J. Plaza, Vítor Silva
2015	J	`jnl`	HYCA: A New Technique for Hyperspectral Compressive Sensing. IEEE Trans. Geosci. Remote. Sens. Gabriel Martín, José M. Bioucas-Dias, Antonio J. Plaza
2015	—	`conf`	Hyperspectral Remote Sensing Data Analysis. GISTAM José M. Bioucas-Dias
2015	J	`jnl`	Hyperspectral and Multispectral Image Fusion Based on a Sparse Representation. IEEE Trans. Geosci. Remote. Sens. Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret
2015	—	`conf`	Hyperspectral compressive acquisition in the spatial domain via blind factorization. WHISPERS Gabriel Martín, José M. Bioucas-Dias
2015	C	`conf`	Hyperspectral compressive sensing from spectral projections. IGARSS Gabriel Martín, José M. Bioucas-Dias
2015	—	`conf`	Hyperspectral image classification based on union of subspaces. JURSE Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, José M. Bioucas-Dias
2015	J	`jnl`	Hyperspectral pansharpening: a review. CoRR Laëtitia Loncan, Luís B. Almeida, José M. Bioucas-Dias, Xavier Briottet, Jocelyn Chanussot, Nicolas Dobigeon, Sophie Fabre, Wenzhi Liao, Giorgio A. Licciardi, Miguel Simões, Jean-Yves Tourneret, Miguel Angel Veganzones, Gemine Vivone, Qi Wei, Naoto Yokoya
2015	J	`jnl`	Image Classification with Rejection using Contextual Information. CoRR Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic
2015	J	`jnl`	Interferometric Phase Image Estimation via Sparse Coding in the Complex Domain. IEEE Trans. Geosci. Remote. Sens. Hao Hongxing, José M. Bioucas-Dias, Vladimir Katkovnik
2015	J	`jnl`	Introduction to the Issue on Advances in Hyperspectral Data Processing and Analysis. IEEE J. Sel. Top. Signal Process. Saurabh Prasad, Jocelyn Chanussot, James E. Fowler, José M. Bioucas-Dias, Charles D. Creuserre
2015	—	`conf`	Linear spectral unmixing using collaborative sparse regression and correlated supports. WHISPERS Yoann Altmann, Marcelo Pereyra, José M. Bioucas-Dias
2015	—	`conf`	Maximum-a-posteriori estimation with unknown regularisation parameters. EUSIPCO Marcelo Pereyra, José M. Bioucas-Dias, Mário A. T. Figueiredo
2015	J	`jnl`	Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Jun Li, Alexander Agathos, Daniela Zaharie, José M. Bioucas-Dias, Antonio J. Plaza, Xia Li
2015	J	`jnl`	Multiple Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Jun Li, Xin Huang, Paolo Gamba, José M. Bioucas-Dias, Liangpei Zhang, Jón Atli Benediktsson, Antonio J. Plaza
2015	J	`jnl`	Pansharpening Based on Semiblind Deconvolution. IEEE Trans. Geosci. Remote. Sens. Gemine Vivone, Miguel Simões, Mauro Dalla Mura, Rocco Restaino, José M. Bioucas-Dias, Giorgio Licciardi, Jocelyn Chanussot
2015	J	`jnl`	Performance measures for classification systems with rejection. CoRR Filipe Condessa, Jelena Kovacevic, José M. Bioucas-Dias
2015	—	`conf`	Potential and limitations of band selection and library pruning in sparse hyperspectral unmixing. WHISPERS Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
2015	—	`conf`	Robust collaborative nonnegative matrix factorization for hyperspectra unmixing (R-CONMF). WHISPERS Jun Li, José M. Bioucas-Dias, Antonio Plaza, Lin Liu
2015	—	`conf`	Robust hyperspectral image classification with rejection fields. WHISPERS Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2015	J	`jnl`	Robust hyperspectral image classification with rejection fields. CoRR Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2015	—	`conf`	SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization. WHISPERS Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2015	J	`jnl`	SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization. CoRR Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2015	J	`jnl`	Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search Are Related. IEEE J. Sel. Top. Signal Process. Xiao Fu, Wing-Kin Ma, Tsung-Han Chan, José M. Bioucas-Dias
2015	C	`conf`	Supervised hyperspectral image classification with rejection. IGARSS Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2014	J	`jnl`	A Dynamic Unmixing Framework for Plant Production System Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Marian-Daniel Iordache, Laurent Tits, José M. Bioucas-Dias, Antonio Plaza, Ben Somers
2014	J	`jnl`	A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors. IEEE Trans. Image Process. Xiyan He, Laurent Condat, José M. Bioucas-Dias, Jocelyn Chanussot, Junshi Xia
2014	J	`jnl`	A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing. IEEE Signal Process. Mag. Wing-Kin Ma, José M. Bioucas-Dias, Tsung-Han Chan, Nicolas Gillis, Paul D. Gader, Antonio J. Plaza, Arul-Murugan Ambikapathi, Chong-Yung Chi
2014	J	`jnl`	A Subspace-Based Multinomial Logistic Regression for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, José M. Bioucas-Dias
2014	J	`jnl`	A convex formulation for hyperspectral image superresolution via subspace-based regularization. CoRR Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida, Jocelyn Chanussot
2014	—	`conf`	A new extended linear mixing model to address spectral variability. WHISPERS Miguel Angel Veganzones, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, José M. Bioucas-Dias, Jocelyn Chanussot
2014	C	`conf`	A new framework for hyperspectral image classification using multiple spectral and spatial features. IGARSS Mahdi Khodadadzadeh, Jun Li, Antonio J. Plaza, Paolo Gamba, Jón Atli Benediktsson, José M. Bioucas-Dias
2014	—	`conf`	A robust subspace method for semiblind dictionary-aided hyperspectral unmixing. WHISPERS Xiao Fu, Wing-Kin Ma, José M. Bioucas-Dias, Tsung-Han Chan
2014	—	`conf`	Alternating direction optimization for image segmentation using hidden Markov measure field models. Image Processing: Algorithms and Systems José M. Bioucas-Dias, Filipe Condessa, Jelena Kovacevic
2014	J	`jnl`	Collaborative Sparse Regression for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
2014	—	`conf`	Covalsa: Covariance estimation from compressive measurements using alternating minimization. EUSIPCO José M. Bioucas-Dias, Deborah Cohen, Yonina C. Eldar
2014	—	`conf`	Digital phase-shifting holography based on sparse approximation of phase and amplitude. 3DTV-Conference Vladimir Katkovnik, José M. Bioucas-Dias, Nikolay V. Petrov
2014	—	`conf`	Fusion of multispectral and hyperspectral images based on sparse representation. EUSIPCO Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret
2014	J	`jnl`	Hyperspectral and Multispectral Image Fusion based on a Sparse Representation. CoRR Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret
2014	B	`conf`	Hyperspectral image superresolution: An edge-preserving convex formulation. ICIP Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida, Jocelyn Chanussot
2014	J	`jnl`	Hyperspectral image superresolution: An edge-preserving convex formulation. CoRR Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida, Jocelyn Chanussot
2014	B	`conf`	Hyperspectral super-resolution of locally low rank images from complementary multisource data. ICIP Miguel Angel Veganzones, Miguel Simões, Giorgio A. Licciardi, José M. Bioucas-Dias, Jocelyn Chanussot
2014	J	`jnl`	MUSIC-CSR: Hyperspectral Unmixing via Multiple Signal Classification and Collaborative Sparse Regression. IEEE Trans. Geosci. Remote. Sens. Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza, Ben Somers
2014	—	`conf`	On the use of collaborative sparse regression in hyperspectral unmixing chains. WHISPERS Marian-Daniel Iordache, Akpona Okujeni, Sebastian van der Linden, José M. Bioucas-Dias, Antonio Plaza, Ben Somers
2014	J	`jnl`	Parallel Hyperspectral Unmixing on GPUs. IEEE Geosci. Remote. Sens. Lett. José M. P. Nascimento, José M. Bioucas-Dias, José M. Rodriguez Alves, Vítor Silva, Antonio Plaza
2014	J	`jnl`	Parametric Blur Estimation for Blind Restoration of Natural Images: Linear Motion and Out-of-Focus. IEEE Trans. Image Process. João Pedro Oliveira, Mário A. T. Figueiredo, José M. Bioucas-Dias
2014	B	`conf`	Phase imaging via sparse coding in the complex domain based on high-order svd and nonlocal BM3D techniques. ICIP Vladimir Katkovnik, Karen O. Egiazarian, José M. Bioucas-Dias
2014	J	`jnl`	Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. Benqin Song, Jun Li, Mauro Dalla Mura, Peijun Li, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson, Jocelyn Chanussot
2014	—	`conf`	Robust minimum volume simplex analysis for hyperspectral unmixing. EUSIPCO Alexander Agathos, Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2014	J	`jnl`	Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search are Related. CoRR Xiao Fu, Wing-Kin Ma, Tsung-Han Chan, José M. Bioucas-Dias
2014	J	`jnl`	Separation of Synchronous Sources Through Phase Locked Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. Miguel S. B. Almeida, Ricardo Vigário, José M. Bioucas-Dias
2014	C	`conf`	Spectral partitioning for hyperspectral remote sensing image classification. IGARSS Yi Liu, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias, Aurora Cuartero, Pablo García Rodríguez
2014	J	`jnl`	Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization. IEEE Trans. Geosci. Remote. Sens. Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias, Xia Li
2014	—	`conf`	Super-resolution of hyperspectral images using local spectral unmixing. WHISPERS Giorgio Licciardi, Miguel Angel Veganzones, Miguel Simões, José M. Bioucas-Dias, Jocelyn Chanussot
2014	—	`conf`	Supervised hyperspectral image segmentation: A convex formulation using hidden fields. WHISPERS Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2013	—	`conf`	Classification with reject option using contextual information. ISBI Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic
2013	J	`jnl`	Effect of Denoising in Band Selection for Regression Tasks in Hyperspectral Datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Pedro Latorre-Carmona, José Martínez Sotoca, Filiberto Pla, José M. Bioucas-Dias, Carme Julià Ferré
2013	J	`jnl`	Generalized Composite Kernel Framework for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2013	—	`conf`	Greedy algorithms for pure pixels identification in hyperspectral unmixing: A multiple-measurement vector viewpoint. EUSIPCO Xiao Fu, Wing-Kin Ma, Tsung-Han Chan, José M. Bioucas-Dias, Marian-Daniel Iordache
2013	—	`conf`	Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing. EUSIPCO Gabriel Martín, José M. Bioucas-Dias, Antonio Plaza
2013	C	`conf`	Parallel sparse unmixing of hyperspectral data. IGARSS José M. Rodriguez Alves, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva
2013	—	`conf`	Plant production system monitoring via multiple signal classification and sparse regression. WHISPERS Marian-Daniel Iordache, Ben Somers, Laurent Tits, José M. Bioucas-Dias, Antonio Plaza, Pol Coppin
2013	J	`jnl`	Semisupervised Hyperspectral Image Classification Using Soft Sparse Multinomial Logistic Regression. IEEE Geosci. Remote. Sens. Lett. Jun Li, José M. Bioucas-Dias, Antonio Plaza
2013	J	`jnl`	Semisupervised Self-Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Inmaculada Dopido, Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2013	J	`jnl`	Separation of phase-locked sources in pseudo-real MEG data. EURASIP J. Adv. Signal Process. Miguel S. B. Almeida, José M. Bioucas-Dias, Ricardo Vigário
2013	J	`jnl`	Spectral-Spatial Classification of Hyperspectral Data Using Loopy Belief Propagation and Active Learning. IEEE Trans. Geosci. Remote. Sens. Jun Li, José M. Bioucas-Dias, Antonio Plaza
2013	C	`conf`	Spectral-spatial classification for hyperspectral data using SVM and subspace MLR. IGARSS Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias
2012	—	`conf`	A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images. ICPRAM (1) Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2012	—	`conf`	A new semi-supervised approach for hyperspectral image classification with different active learning strategies. WHISPERS Inmaculada Dopido, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias
2012	—	`conf`	Algorithms for imaging inverse problems under sparsity regularization. CIP Mário A. T. Figueiredo, José M. Bioucas-Dias
2012	J	`jnl`	An Alternating Direction Algorithm for Total Variation Reconstruction of Distributed Parameters. IEEE Trans. Image Process. Nuno B. Bras, José M. Bioucas-Dias, Raul Carneiro Martins, A. Cruz Serra
2012	—	`conf`	Building location awareness into acoustic communication links and networks through channel delay estimation. WUWNet João Gomes, Ehsan Zamanizadeh, José M. Bioucas-Dias, João Alves, Thomas C. Furfaro
2012	C	`conf`	Collaborative nonnegative matrix factorization for remotely sensed hyperspectral unmixing. IGARSS Jun Li, José M. Bioucas-Dias, Antonio Plaza
2012	C	`conf`	Collaborative sparse unmixing of hyperspectral data. IGARSS Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
2012	—	`conf`	Dictionary pruning in sparse unmixing of hyperspectral data. WHISPERS Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio J. Plaza
2012	—	`conf`	Estimation of the Common Oscillation for Phase Locked Matrix Factorization. ICPRAM (1) Miguel S. B. Almeida, Ricardo Vigário, José M. Bioucas-Dias
2012	J	`jnl`	Foreword to the Special Issue on Hyperspectral Image and Signal Processing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Antonio Plaza, José M. Bioucas-Dias, Anita Simic, William J. Blackwell
2012	J	`jnl`	Hyperspectral Unmixing Based on Mixtures of Dirichlet Components. IEEE Trans. Geosci. Remote. Sens. José M. P. Nascimento, José M. Bioucas-Dias
2012	J	`jnl`	Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. José M. Bioucas-Dias, Antonio Plaza, Nicolas Dobigeon, Mario Parente, Qian Du, Paul D. Gader, Jocelyn Chanussot
2012	—	`conf`	Hyperspectral Unmixing with Simultaneous Dimensionality Estimation. ICPRAM (1) José M. P. Nascimento, José M. Bioucas-Dias
2012	C	`conf`	Hyperspectral band selection using a collaborative sparse model. IGARSS Qian Du, José M. Bioucas-Dias, Antonio Plaza
2012	C	`conf`	Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing. IGARSS Gabriel Martín, José M. Bioucas-Dias, Antonio Plaza
2012	—	`conf`	Nonnegative matrix factorization with collaborativity for hyperspectral unmixing. WHISPERS Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2012	C	`conf`	Parallel implementation of vertex component analysis for hyperspectral endmember extraction. IGARSS José M. Rodriguez Alves, José M. P. Nascimento, José M. Bioucas-Dias, Vítor Silva, Antonio Plaza
2012	J	`jnl`	Phase Drift Estimation and Symbol Detection in Digital Communications: A Stochastic Recursive Filtering Approach. IEEE Commun. Lett. Pedro Pedrosa, Rui Dinis, Fernando Nunes, José M. Bioucas-Dias
2012	—	`conf`	Segmentation and Detection of Colorectal Polyps Using Local Polynomial Approximation. ICIAR (2) Filipe Condessa, José M. Bioucas-Dias
2012	C	`conf`	Semi-supervised active learning for urban hyperspectral image classification. IGARSS Inmaculada Dopido, Jun Li, Antonio Plaza, José M. Bioucas-Dias
2012	—	`conf`	Semi-supervised discriminative random field for hyperspectral image classification. WHISPERS Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2012	J	`jnl`	Spectral-Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. Jun Li, José M. Bioucas-Dias, Antonio Plaza
2012	—	`conf`	The Role of Whitening for Separation of Synchronous Sources. LVA/ICA Miguel S. B. Almeida, Ricardo Vigário, José M. Bioucas-Dias
2012	J	`jnl`	Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
2012	—	`conf`	Vertex component analysis GPU-based implementation for hyperspectral unmixing. WHISPERS José M. Rodriguez Alves, José M. P. Nascimento, Antonio J. Plaza, Sergio Sánchez, José M. Bioucas-Dias, Vítor Silva
2011	—	`conf`	A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts. WHISPERS Alberto Villa, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias
2011	C	`conf`	A new subspace discriminant analysis approach for supervised hyperspectral image classification. IGARSS Jun Li, José M. Bioucas-Dias, Antonio Plaza
2011	J	`jnl`	An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems. IEEE Trans. Image Process. Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo
2011	C	`conf`	An overview on hyperspectral unmixing: Geometrical, statistical, and sparse regression based approaches. IGARSS José M. Bioucas-Dias, Antonio Plaza
2011	J	`jnl`	Bayesian Hyperspectral Image Segmentation With Discriminative Class Learning. IEEE Trans. Geosci. Remote. Sens. Janete S. Borges, José M. Bioucas-Dias, André R. S. Marçal
2011	—	`conf`	Comparison of near infrared and Raman hyperspectral unmixing performances for chemical identification of pharmaceutical tablets. WHISPERS Marta B. Lopes, José M. Bioucas-Dias, Mário A. T. Figueiredo, Jean-Claude Wolff, Nisha Mistry, John Warrack
2011	Misc	`conf`	Feature Selection in Regression Tasks Using Conditional Mutual Information. IbPRIA Pedro Latorre-Carmona, José Martínez Sotoca, Filiberto Pla, Frederick Kin Hing Phoa, José M. Bioucas-Dias
2011	J	`jnl`	Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data. IEEE Trans. Geosci. Remote. Sens. Antonio Plaza, Qian Du, José M. Bioucas-Dias, Xiuping Jia, Fred A. Kruse
2011	J	`jnl`	Hyperspectral Image Segmentation Using a New Bayesian Approach With Active Learning. IEEE Trans. Geosci. Remote. Sens. Jun Li, José M. Bioucas-Dias, Antonio Plaza
2011	C	`conf`	Hyperspectral unmixingwith sparse group lasso. IGARSS Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
2011	—	`conf`	Non-cyclic deconvolution using an augmented lagrangian method. EUROCON Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo
2011	—	`conf`	Phase Locked Matrix Factorization. EUSIPCO Miguel S. B. Almeida, Ricardo Vigário, José M. Bioucas-Dias
2011	—	`conf`	Semi-supervised hyperspectral image classification using a new (soft) sparse multinomial logistic regression model. WHISPERS Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2011	J	`jnl`	Source Separation and Clustering of Phase-Locked Subspaces. IEEE Trans. Neural Networks Miguel S. B. Almeida, Jan-Hendrik Schleimer, José M. Bioucas-Dias, Ricardo Vigário
2011	J	`jnl`	Sparse Unmixing of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
2011	—	`conf`	Total variation regulatization in sparse hyperspectral unmixing. WHISPERS Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio J. Plaza
2010	Misc	`conf`	A fast algorithm for the constrained formulation of compressive image reconstruction and other linear inverse problems. ICASSP Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo
2010	—	`conf`	Alternating direction algorithms for constrained sparse regression: Application to hyperspectral unmixing. WHISPERS José M. Bioucas-Dias, Mário A. T. Figueiredo
2010	B	`conf`	An augmented Lagrangian approach to linear inverse problems with compound regularization. ICIP Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo
2010	—	`conf`	Exploiting spatial information in semi-supervised hyperspectral image segmentation. WHISPERS Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2010	J	`jnl`	Fast Image Recovery Using Variable Splitting and Constrained Optimization. IEEE Trans. Image Process. Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo
2010	B	`conf`	Frame-based deconvolution of Poissonian images using alternating direction optimization. ICIP Mário A. T. Figueiredo, José M. Bioucas-Dias
2010	—	`conf`	Independent Phase Analysis: Separating Phase-Locked Subspaces. LVA/ICA Miguel S. B. Almeida, José M. Bioucas-Dias, Ricardo Vigário
2010	J	`jnl`	Multiplicative Noise Removal Using Variable Splitting and Constrained Optimization. IEEE Trans. Image Process. José M. Bioucas-Dias, Mário A. T. Figueiredo
2010	—	`conf`	On the use of spectral libraries to perform sparse unmixing of hyperspectral data. WHISPERS Marian-Daniel Iordache, Antonio J. Plaza, José M. Bioucas-Dias
2010	J	`jnl`	Quantifying the Uncertainty of Land Surface Temperature Retrievals From SEVIRI/Meteosat. IEEE Trans. Geosci. Remote. Sens. Sandra C. Freitas, Isabel F. Trigo, José M. Bioucas-Dias, Frank-M. Göttsche
2010	C	`conf`	Recent developments in sparse hyperspectral unmixing. IGARSS Marian-Daniel Iordache, Antonio J. Plaza, José M. Bioucas-Dias
2010	J	`jnl`	Restoration of Poissonian Images Using Alternating Direction Optimization. IEEE Trans. Image Process. Mário A. T. Figueiredo, José M. Bioucas-Dias
2010	J	`jnl`	Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning. IEEE Trans. Geosci. Remote. Sens. Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2010	—	`conf`	Supervised hyperspectral image segmentation using active learning. WHISPERS Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2009	—	`conf`	A variable splitting augmented Lagrangian approach to linear spectral unmixing. WHISPERS José M. Bioucas-Dias
2009	J	`jnl`	Adaptive total variation image deblurring: A majorization-minimization approach. Signal Process. João Pedro Oliveira, José M. Bioucas-Dias, Mário A. T. Figueiredo
2009	—	`conf`	Learning dependent sources using mixtures of Dirichlet: Applications on hyperspectral unmixing. WHISPERS José M. P. Nascimento, José M. Bioucas-Dias
2009	—	`conf`	Multi-frequency Phase Unwrapping from Noisy Data: Adaptive Local Maximum Likelihood Approach. SCIA José M. Bioucas-Dias, Vladimir Katkovnik, Jaakko Astola, Karen O. Egiazarian
2009	—	`conf`	Multifrequency absolute phase estimation via graph cuts. EUSIPCO José M. Bioucas-Dias, Gonçalo Valadão
2009	—	`conf`	Semi-supervised Hyperspectral Image Classification based on a Markov Random Field and Sparse Multinomial Logistic Regression. IGARSS (3) Jun Li, José M. Bioucas-Dias, Antonio Plaza
2009	—	`conf`	Semi-supervised hyperspectral image segmentation. WHISPERS Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2009	—	`conf`	Spectral unmixing via minimum volume simplices: Application to near infrared spectra of counterfeit tablets. WHISPERS Marta B. Lopes, José M. Bioucas-Dias, Mário A. T. Figueiredo, Jean-Claude Wolff
2009	B	`conf`	Total variation restoration of speckled images using a split-bregman algorithm. ICIP José M. Bioucas-Dias, Mário A. T. Figueiredo
2009	—	`conf`	Unmixing Sparse Hyperspectral Mixtures. IGARSS (4) Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
2008	B	`conf`	An iterative algorithm for linear inverse problems with compound regularizers. ICIP José M. Bioucas-Dias, Mário A. T. Figueiredo
2008	B	`conf`	Denoising of medical images corrupted by Poisson noise. ICIP Isabel Rodrigues, João M. Sanches, José M. Bioucas-Dias
2008	J	`jnl`	Hyperspectral Subspace Identification. IEEE Trans. Geosci. Remote. Sens. José M. Bioucas-Dias, José M. P. Nascimento
2008	—	`conf`	Minimum Volume Simplex Analysis: A Fast Algorithm to Unmix Hyperspectral Data. IGARSS (3) Jun Li, José M. Bioucas-Dias
2007	J	`jnl`	A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration. IEEE Trans. Image Process. José M. Bioucas-Dias, Mário A. T. Figueiredo
2007	—	`conf`	Bayesian Hyperspectral Image Segmentation with Discriminative Class Learning. IbPRIA (1) Janete S. Borges, José M. Bioucas-Dias, André R. S. Marçal
2007	—	`conf`	Bayesian Oil Spill Segmentation of SAR Images Via Graph Cuts. IbPRIA (2) Sónia Pelizzari, José M. Bioucas-Dias
2007	—	`conf`	Blind Estimation of Motion Blur Parameters for Image Deconvolution. IbPRIA (2) João Pedro Oliveira, Mário A. T. Figueiredo, José M. Bioucas-Dias
2007	—	`conf`	Dependent Component Analysis: A Hyperspectral Unmixing Algorithm. IbPRIA (2) José M. P. Nascimento, José M. Bioucas-Dias
2007	C	`conf`	Evaluation of bayesian hyperspectral image segmentation with a discriminative class learning. IGARSS Janete S. Borges, André R. S. Marçal, José M. Bioucas-Dias
2007	C	`conf`	HYPER-I-NET: European research network on hyperspectral imaging. IGARSS Antonio J. Plaza, Andreas Müller, Rudolph Richter, Torbjørn Skauli, Zbynek Malenovský, José M. Bioucas-Dias, Stefan Hofer, Jocelyn Chanussot, Christian Jutten, Véronique Carrère, Ivar Baarstad, Peter Kaspersen, Jens Nieke, Klaus I. Itten, Timo Hyvarinen, Paolo Gamba, Fabio Dell'Acqua, Jón Atli Benediktsson, Michael E. Schaepman, Jan G. P. W. Clevers, Bogdan Zagajewski
2007	C	`conf`	Hyperspectral signal subspace estimation. IGARSS José M. P. Nascimento, José M. Bioucas-Dias
2007	C	`conf`	Hyperspectral unmixing algorithm via dependent component analysis. IGARSS José M. P. Nascimento, José M. Bioucas-Dias
2007	J	`jnl`	Majorization-Minimization Algorithms for Wavelet-Based Image Restoration. IEEE Trans. Image Process. Mário A. T. Figueiredo, José M. Bioucas-Dias, Robert D. Nowak
2007	C	`conf`	Oil spill segmentation of SAR images via graph cuts. IGARSS Sónia Pelizzari, José M. Bioucas-Dias
2007	J	`jnl`	Phase Unwrapping via Graph Cuts. IEEE Trans. Image Process. José M. Bioucas-Dias, Gonçalo Valadão
2007	—	`conf`	Two-Step Algorithms for Linear Inverse Problems with Non-Quadratic Regularization. ICIP (1) José M. Bioucas-Dias, Mário A. T. Figueiredo
2006	—	`conf`	Adaptive total variation image deconvolution: A majorization-minimization approach. EUSIPCO José M. Bioucas-Dias, Mário A. T. Figueiredo, João Pedro Oliveira
2006	J	`jnl`	Bayesian wavelet-based image deconvolution: a GEM algorithm exploiting a class of heavy-tailed priors. IEEE Trans. Image Process. José M. Bioucas-Dias
2006	—	`conf`	Fast Sparse Multinomial Regression Applied to Hyperspectral Data. ICIAR (2) Janete S. Borges, José M. Bioucas-Dias, André R. S. Marçal
2006	B	`conf`	On Total Variation Denoising: A New Majorization-Minimization Algorithm and an Experimental Comparisonwith Wavalet Denoising. ICIP Mário A. T. Figueiredo, José M. Bioucas-Dias, João Pedro Oliveira, Robert D. Nowak
2006	—	`conf`	Total Variation-Based Image Deconvolution: a Majorization-Minimization Approach. ICASSP (2) José M. Bioucas-Dias, Mário A. T. Figueiredo, João Pedro Oliveira
2005	—	`conf`	Discontinuity Preserving Phase Unwrapping Using Graph Cuts. EMMCVPR José M. Bioucas-Dias, Gonçalo Valadão
2005	—	`conf`	Minimum total variation in 3D ultrasound reconstruction. ICIP (3) João M. Sanches, José M. Bioucas-Dias, Jorge S. Marques
2005	—	`conf`	Phase Unwrapping via Graph Cuts. IbPRIA (1) José M. Bioucas-Dias, Gonçalo Valadão
2005	—	`conf`	Phase unwrapping: a new max-flow/min-cut based approach. ICIP (2) José M. Bioucas-Dias, Gonçalo Valadão
2004	J	`jnl`	Reconstruction of backscatter and extinction coefficients in lidar: a stochastic filtering approach. IEEE Trans. Geosci. Remote. Sens. José M. Bioucas-Dias, José M. N. Leitão, Elsa Susana Reis Fonseca
2003	—	`conf`	A Fast GEM Algorithm for Bayesian Wavelet-Based Image Restoration Using a Class of Heavy-Tailed Priors. EMMCVPR José M. Bioucas-Dias
2003	—	`conf`	Fast GEM wavelet-based image deconvolution algorithm. ICIP (2) José M. Bioucas-Dias
2000	—	`conf`	Blind angle ambiguity resolution in parameter estimation of moving targets using a single SAR sensor. EUSIPCO Paulo A. C. Marques, José M. Bioucas-Dias
1998	—	`conf`	Group lapped iterative technique for fast solution of large linear systems. ICECS José M. Bioucas-Dias, José M. N. Leitão