José M. Bioucas-Dias

ORCID

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 133

Top Venues

CoRR

IEEE Trans. Geosci. Remote. Sens.

IGARSS

WHISPERS

Publications

Lina Zhuang, Michael K. Ng, Xiyou Fu, José M. Bioucas-Dias
Hy-Demosaicing: Hyperspectral Blind Reconstruction From Spectral Subsampling. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Lina Zhuang, Lianru Gao, Bing Zhang, Xiyou Fu, José M. Bioucas-Dias
Hyperspectral Image Denoising and Anomaly Detection Based on Low-Rank and Sparse Representations. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Tai-Xiang Jiang, Lina Zhuang, Ting-Zhu Huang, Xi-Le Zhao, José M. Bioucas-Dias
Adaptive Hyperspectral Mixed Noise Removal. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
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
Maritime Unmanned Systems and JANUS in Support to Distressed Submarine Search & Rescue: The REPMUS21 Experience. MILCOM (2022)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Block-Gaussian-Mixture Priors for Hyperspectral Denoising and Inpainting. IEEE Trans. Geosci. Remote. Sens. 59 (3) (2021)
Lina Zhuang, Lianru Gao, Bing Zhang, Xiyou Fu, José M. Bioucas-Dias
Hyperspectral Image Denoising and Anomaly Detection Based on Low-rank and Sparse Representations. CoRR (2021)
Chia-Hsiang Lin, José M. Bioucas-Dias
Nonnegative Blind Source Separation for Ill-Conditioned Mixtures via John Ellipsoid. IEEE Trans. Neural Networks Learn. Syst. 32 (5) (2021)
Lina Zhuang, Xiyou Fu, Michael K. Ng, José M. Bioucas-Dias
Hyperspectral Image Denoising Based on Global and Nonlocal Low-Rank Factorizations. IEEE Trans. Geosci. Remote. Sens. 59 (12) (2021)
Lina Zhuang, José M. Bioucas-Dias
Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations. CoRR (2021)
Bingkun Liang, Chenying Liu, Jun Li, Antonio Plaza, José M. Bioucas-Dias
Semisupervised Discriminative Random Field for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Adrien Lagrange, Mathieu Fauvel, Stéphane May, José M. Bioucas-Dias, Nicolas Dobigeon
Matrix cofactorization for joint representation learning and supervised classification - Application to hyperspectral image analysis. Neurocomputing 385 (2020)
Chia-Hsiang Lin, José M. Bioucas-Dias, Tzu-Hsuan Lin, Yen-Cheng Lin, Chi-Hung Kao
A New Hyperspectral Compressed Sensing Method for Efficient Satellite Communications. SAM (2020)
Renwei Dian, Shutao Li, Leyuan Fang, Ting Lu, José M. Bioucas-Dias
Nonlocal Sparse Tensor Factorization for Semiblind Hyperspectral and Multispectral Image Fusion. IEEE Trans. Cybern. 50 (10) (2020)
João M. Felício, José M. Bioucas-Dias, Jorge R. Costa, Carlos A. C. Fernandes
Microwave Breast Imaging Using a Dry Setup. IEEE Trans. Computational Imaging 6 (2020)
Joshin Krishnan, Mário A. T. Figueiredo, José M. Bioucas-Dias
Class-Specific Interferometric Phase Estimation Using Patch-Based Importance Sampling. IEEE Access 8 (2020)
Abderrahim Halimi, Rachael Tobin, Aongus McCarthy, José M. Bioucas-Dias, Steve McLaughlin, Gerald S. Buller
Robust Restoration of Sparse Multidimensional Single-Photon LiDAR Images. IEEE Trans. Computational Imaging 6 (2020)
Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling With Haar Wavelet Basis. IEEE Trans. Inf. Theory 66 (11) (2020)
Chia-Hsiang Lin, José M. Bioucas-Dias
An Explicit and Scene-Adapted Definition of Convex Self-Similarity Prior With Application to Unsupervised Sentinel-2 Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 58 (5) (2020)
Adrien Lagrange, Mathieu Fauvel, Stéphane May, José M. Bioucas-Dias, Nicolas Dobigeon
Matrix Cofactorization for Joint Representation Learning and Supervised Classification - Application to Hyperspectral Image Analysis. CoRR (2019)
Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
External Patch-Based Image Restoration Using Importance Sampling. IEEE Trans. Image Process. 28 (9) (2019)
Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling with Haar Wavelet Basis. CoRR (2019)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Image Restoration and Reconstruction using Targeted Plug-and-Play Priors. IEEE Trans. Computational Imaging 5 (4) (2019)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
A Convergent Image Fusion Algorithm Using Scene-Adapted Gaussian-Mixture-Based Denoising. IEEE Trans. Image Process. 28 (1) (2019)
Lina Zhuang, Chia-Hsiang Lin, Mário A. T. Figueiredo, José M. Bioucas-Dias
Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Joshin Krishnan, Mário A. T. Figueiredo, José M. Bioucas-Dias
SURE-Fuse WFF: A Multi-Resolution Windowed Fourier Analysis for Interferometric Phase Denoising. IEEE Access 7 (2019)
Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
Compressive Single-pixel Fourier Transform Imaging Using Structured Illumination. ICASSP (2019)
Adrien Lagrange, Mathieu Fauvel, Stéphane May, José M. Bioucas-Dias, Nicolas Dobigeon
Matrix Cofactorization for Joint Unmixing and Classification of Hyperspectral Images. EUSIPCO (2019)
Claudia Paris, José M. Bioucas-Dias, Lorenzo Bruzzone
A Novel Sharpening Approach for Superresolving Multiresolution Optical Images. IEEE Trans. Geosci. Remote. Sens. 57 (3) (2019)
Chia-Hsiang Wang, Chia-Hsiang Lin, José M. Bioucas-Dias, Wei-Cheng Zheng, Kuo-Hsin Tseng
Panchromatic Sharpening of Multispectral Satellite Imagery Via an Explicitly Defined Convex Self-Similarity Regularization. IGARSS (2019)
Chia-Hsiang Lin, José M. Bioucas-Dias
New Theory for Unmixing ILL-Conditioned Hyperspectral Mixtures. SAM (2018)
Shutao Li, Renwei Dian, Leyuan Fang, José M. Bioucas-Dias
Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization. IEEE Trans. Image Process. 27 (8) (2018)
Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Peijun Du, Antonio Plaza
Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization. IEEE Trans. Geosci. Remote. Sens. 56 (5) (2018)
Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
External Patch-Based Image Restoration Using Importance Sampling. CoRR (2018)
Lina Zhuang, José M. Bioucas-Dias
Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (3) (2018)
Renwei Dian, Shutao Li, Leyuan Fang, José M. Bioucas-Dias
Hyperspectral Image Super-Resolution via Local Low-Rank and Sparse Representations. IGARSS (2018)
Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
Compressive Single-pixel Fourier Transform Imaging using Structured Illumination. CoRR (2018)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Scene-Adapted Plug-and-Play Algorithm with Guaranteed Convergence: Applications to Data Fusion in Imaging. CoRR (2018)
Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
Image Restoration Using Conditional Random Fields and Scale Mixtures of Gaussians. CoRR (2018)
Chia-Hsiang Lin, José M. Bioucas-Dias
Provably and Roubst Blind Source Seperation of Ill-Conditioned Hyperspectral Mixtures. SSP (2018)
Joshin Krishnan, José M. Bioucas-Dias, Vladimir Katkovnik
Dictionary Learning Phase Retrieval from Noisy Diffraction Patterns. Sensors 18 (11) (2018)
Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida
An Extension of Averaged-Operator-Based Algorithms. CoRR (2018)
Tai-Xiang Jiang, Lina Zhuang, Ting-Zhu Huang, José M. Bioucas-Dias
Adaptive Hyperspectral Mixed Noise Removal. IGARSS (2018)
Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida
An Extension of Averaged-Operator-Based algorithms. EUSIPCO (2018)
Charis Lanaras, José M. Bioucas-Dias, Silvano Galliani, Emmanuel Baltsavias, Konrad Schindler
Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network. CoRR (2018)
Huanfeng Shen, Xiuping Jia, José M. Bioucas-Dias, Nicolas Dobigeon, Yi Cui, Fabio Pacifici
Foreword to the Special Issue on Quality Improvements of Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (3) (2018)
Lina Zhuang, José M. Bioucas-Dias
Hy-Demosaicing: Hyperspectral Blind Reconstruction from Spectral Subsampling. IGARSS (2018)
Abderrahim Halimi, José M. Bioucas-Dias, Ximing Ren, Stephen McLaughlin, Aongus McCarthy, Gerald S. Buller
Restoration of Multilayered Single-Photon 3D Lidar Images. SAM (2018)
Chia-Hsiang Lin, José M. Bioucas-Dias
Linear Spectral Unmixing via Matrix Factorization: Identifiability Criteria for Sparse Abundances. IGARSS (2018)
Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
Compressive Hyperspectral Imaging: Fourier Transform Interferometry meets Single Pixel Camera. CoRR (2018)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Hyperspectral Sharpening using Scene-adapted Gaussian Mixture Priors. CoRR (2017)
Joshin Krishnan, José M. Bioucas-Dias
Patch-based Interferometric Phase Estimation via Mixture of Gaussian Density Modelling & Non-local Averaging in the Complex Domain. BMVC (2017)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Sharpening Hyperspectral Images Using Spatial and Spectral Priors in a Plug-and-Play Algorithm. EMMCVPR (2017)
Yanli Sun, José M. Bioucas-Dias, Xia Zhang, Yi Liu, Antonio Plaza
A new classification-oriented endmember extraction and sparse unmixing approach for hyperspectral data. IGARSS (2017)
Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza
Hyperspectral cloud shadow removal based on linear unmixing. IGARSS (2017)
Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, José M. Bioucas-Dias
Sparse Distributed Multitemporal Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 55 (11) (2017)
Charis Lanaras, José M. Bioucas-Dias, Emmanuel Baltsavias, Konrad Schindler
Super-Resolution of Multispectral Multiresolution Images from a Single Sensor. CVPR Workshops (2017)
Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
Class-specific image denoising using importance sampling. CoRR (2017)
Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
Class-specific Poisson denoising by patch-based importance sampling. CoRR (2017)
Claudia Paris, José M. Bioucas-Dias, Lorenzo Bruzzone
A hierarchical approach to superresolution of multispectral images with different spatial resolutions. IGARSS (2017)
Abderrahim Halimi, José M. Bioucas-Dias, Nicolas Dobigeon, Gerald S. Buller, Stephen McLaughlin
Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodeling Effects. IEEE Trans. Computational Imaging 3 (2) (2017)
Dan Yao, Lina Zhuang, Lianru Gao, Bing Zhang, José M. Bioucas-Dias
Hyperspectral image inpainting based on low-rank representation: A case study on Tiangong-1 data. IGARSS (2017)
Andre F. R. Guarda, José M. Bioucas-Dias, Nuno M. M. Rodrigues, Fernando Pereira
Improving point cloud to surface reconstruction with generalized Tikhonov regularization. MMSP (2017)
Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
Class-specific poisson denoising by patch-based importance sampling. ICIP (2017)
Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
Class-specific image denoising using importance sampling. ICIP (2017)
Gabriel Martín, José M. Bioucas-Dias
Spatial-spectral hyperspectral image compressive sensing. IGARSS (2017)
Lina Zhuang, José M. Bioucas-Dias
Hyperspectral image denoising based on global and non-local low-rank factorizations. ICIP (2017)
Lianru Gao, Dan Yao, Qingting Li, Lina Zhuang, Bing Zhang, José M. Bioucas-Dias
A New Low-Rank Representation Based Hyperspectral Image Denoising Method for Mineral Mapping. Remote. Sens. 9 (11) (2017)
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
Performance measures for classification systems with rejection. Pattern Recognit. 63 (2017)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Sharpening Hyperspectral Images Using Plug-and-Play Priors. LVA/ICA (2017)
Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza
Multi-superpixelization-based convex formulation for joint classification of hyperspectral and lidar data. IGARSS (2017)
Abderrahim Halimi, José M. Bioucas-Dias, Nicolas Dobigeon, Gerald S. Buller, Steve McLaughlin
Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities. ICASSP (2017)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Scene-Adapted plug-and-play algorithm with convergence guarantees. MLSP (2017)
Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias
Hyperspectral Unmixing in Presence of Endmember Variability, Nonlinearity, or Mismodeling Effects. IEEE Trans. Image Process. 25 (10) (2016)
Xiao Fu, Wing-Kin Ma, José M. Bioucas-Dias, Tsung-Han Chan
Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches. IEEE Trans. Geosci. Remote. Sens. 54 (9) (2016)
Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret, Marcus Chen, Simon J. Godsill
Multi-Band Image Fusion Based on Spectral Unmixing. CoRR (2016)
João Pedro Oliveira, Ana Bragança, José M. Bioucas-Dias, Mário A. T. Figueiredo, Luís Alcácer, Jorge Morgado, Quirina Ferreira
Restoring STM images via Sparse Coding: noise and artifact removal. CoRR (2016)
Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias, Gerald S. Buller, Steve McLaughlin
Nonlinear hyperspectral unmixing accounting for spatial illumination variability. WHISPERS (2016)
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza, Lin Liu
Robust Collaborative Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 54 (10) (2016)
Lina Zhuang, José M. Bioucas-Dias
Fast Hyperspectral image Denoising based on low rank and sparse representations. IGARSS (2016)
Qi Wei, Simon J. Godsill, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret
High-resolution hyperspectral image fusion based on spectral unmixing. FUSION (2016)
Miguel Simões, Luís B. Almeida, José M. Bioucas-Dias, Jocelyn Chanussot
A General Framework for Fast Image Deconvolution with Incomplete Observations. Applications to Unknown Boundaries, Inpainting, Superresolution, and Demosaicing. CoRR (2016)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors. CoRR (2016)
Miguel Angel Veganzones, Miguel Simões, Giorgio Licciardi, Naoto Yokoya, José M. Bioucas-Dias, Jocelyn Chanussot
Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data. IEEE Trans. Image Process. 25 (1) (2016)
Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret, Simon J. Godsill
Blind model-based fusion of multi-band and panchromatic images. MFI (2016)
Gabriel Martín, José M. Bioucas-Dias
Hyperspectral Blind Reconstruction From Random Spectral Projections. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Miguel Simões, Luís B. Almeida, José M. Bioucas-Dias, Jocelyn Chanussot
A Framework for Fast Image Deconvolution With Incomplete Observations. IEEE Trans. Image Process. 25 (11) (2016)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Image restoration and reconstruction using variable splitting and class-adapted image priors. ICIP (2016)
Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Antonio J. Plaza
Convex formulation for hyperspectral image classification with superpixels. IGARSS (2016)
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
Supervised Hyperspectral Image Classification With Rejection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Image restoration with locally selected class-adapted models. MLSP (2016)
Jun Li, Mahdi Khodadadzadeh, Antonio Plaza, Xiuping Jia, José M. Bioucas-Dias
A Discontinuity Preserving Relaxation Scheme for Spectral-Spatial Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, José M. Bioucas-Dias
Sparse distributed hyperspectral unmixing. IGARSS (2016)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Image Restoration with Locally Selected Class-Adapted Models. CoRR (2016)
Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret, José M. Bioucas-Dias, Simon J. Godsill
R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation. IEEE Signal Process. Lett. 23 (11) (2016)
Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret, Marcus Chen, Simon J. Godsill
Multiband Image Fusion Based on Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 54 (12) (2016)
Jorge Sevilla, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias
Hyperspectral image reconstruction from random projections on GPU. IGARSS (2016)
Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias
Robust hyperspectral unmixing accounting for residual components. SSP (2016)
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva
Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret, José M. Bioucas-Dias, Simon J. Godsill
R-FUSE: Robust Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation. CoRR (2016)
Marian-Daniel Iordache, Nitin Bhatia, José M. Bioucas-Dias, Antonio J. Plaza
Uncertainty propagation from atmospheric parameters to sparse hyperspectral unmixing. IGARSS (2016)

José M. Bioucas-Dias.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

José M. Bioucas-Dias