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ORCIDJosé M. Bioucas-Dias
José M. B. Dias
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- affiliation: Instituto de Telecomunicaçoes, Portugal
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2020 – today
- 2022
[j99]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: 1-13 (2022)- [j98]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: 1-17 (2022) - [j97]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: 1-15 (2022) - [c160]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: 241-246 - 2021
- [j96]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: 12403-12414 (2021) - [j95]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): 2478-2486 (2021) - [j94]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): 10438-10454 (2021) - [j93]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): 2209-2223 (2021) - [i30]Lina Zhuang, José M. Bioucas-Dias:
Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations. CoRR abs/2103.06842 (2021) - [i29]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 abs/2103.07437 (2021) - 2020
- [j92]Joshin Krishnan, Mário A. T. Figueiredo, José M. Bioucas-Dias:
Class-Specific Interferometric Phase Estimation Using Patch-Based Importance Sampling. IEEE Access 8: 161052-161066 (2020) - [j91]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: 132-147 (2020) - [j90]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: 138-152 (2020) - [j89]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: 167-180 (2020) - [j88]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): 4469-4480 (2020) - [j87]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): 3352-3365 (2020) - [j86]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): 7253-7273 (2020) - [c159]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: 1-5
2010 – 2019
- 2019
- [j85]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: 120708-120723 (2019) - [j84]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): 675-686 (2019) - [j83]Claudia Paris, José M. Bioucas-Dias, Lorenzo Bruzzone:
A Novel Sharpening Approach for Superresolving Multiresolution Optical Images. IEEE Trans. Geosci. Remote. Sens. 57(3): 1545-1560 (2019) - [j82]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): 9858-9877 (2019) - [j81]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): 451-463 (2019) - [j80]Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo:
External Patch-Based Image Restoration Using Importance Sampling. IEEE Trans. Image Process. 28(9): 4460-4470 (2019) - [c158]Adrien Lagrange, Mathieu Fauvel, Stéphane May, José M. Bioucas-Dias, Nicolas Dobigeon:
Matrix Cofactorization for Joint Unmixing and Classification of Hyperspectral Images. EUSIPCO 2019: 1-5 - [c157]Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques:
Compressive Single-pixel Fourier Transform Imaging Using Structured Illumination. ICASSP 2019: 7810-7814 - [c156]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: 3129-3132 - [i28]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 abs/1902.02597 (2019) - [i27]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 abs/1907.09795 (2019) - 2018
- [j79]Joshin Krishnan, José M. Bioucas-Dias, Vladimir Katkovnik:
Dictionary Learning Phase Retrieval from Noisy Diffraction Patterns. Sensors 18(11): 4006 (2018) - [j78]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): 687-690 (2018) - [j77]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): 730-742 (2018) - [j76]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): 2704-2721 (2018) - [j75]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): 4118-4130 (2018) - [c155]Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida:
An Extension of Averaged-Operator-Based algorithms. EUSIPCO 2018: 752-756 - [c154]Chia-Hsiang Lin, José M. Bioucas-Dias:
New Theory for Unmixing ILL-Conditioned Hyperspectral Mixtures. SAM 2018: 430-434 - [c153]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: 642-646 - [c152]Renwei Dian, Shutao Li, Leyuan Fang, José M. Bioucas-Dias:
Hyperspectral Image Super-Resolution via Local Low-Rank and Sparse Representations. IGARSS 2018: 4003-4006 - [c151]Lina Zhuang, José M. Bioucas-Dias:
Hy-Demosaicing: Hyperspectral Blind Reconstruction from Spectral Subsampling. IGARSS 2018: 4015-4018 - [c150]Tai-Xiang Jiang, Lina Zhuang, Ting-Zhu Huang, José M. Bioucas-Dias:
Adaptive Hyperspectral Mixed Noise Removal. IGARSS 2018: 4035-4038 - [c149]Chia-Hsiang Lin, José M. Bioucas-Dias:
Linear Spectral Unmixing via Matrix Factorization: Identifiability Criteria for Sparse Abundances. IGARSS 2018: 6155-6158 - [c148]Chia-Hsiang Lin, José M. Bioucas-Dias:
Provably and Roubst Blind Source Seperation of Ill-Conditioned Hyperspectral Mixtures. SSP 2018: 333-337 - [i26]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 abs/1801.00605 (2018) - [i25]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 abs/1803.04271 (2018) - [i24]Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida:
An Extension of Averaged-Operator-Based Algorithms. CoRR abs/1806.04561 (2018) - [i23]Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo:
External Patch-Based Image Restoration Using Importance Sampling. CoRR abs/1807.03018 (2018) - [i22]Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Image Restoration Using Conditional Random Fields and Scale Mixtures of Gaussians. CoRR abs/1807.03027 (2018) - [i21]Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques:
Compressive Hyperspectral Imaging: Fourier Transform Interferometry meets Single Pixel Camera. CoRR abs/1809.00950 (2018) - [i20]Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques:
Compressive Single-pixel Fourier Transform Imaging using Structured Illumination. CoRR abs/1810.13200 (2018) - 2017
- [j74]Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic:
Performance measures for classification systems with rejection. Pattern Recognit. 63: 437-450 (2017) - [j73]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): 1145 (2017) - [j72]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): 146-159 (2017) - [j71]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, José M. Bioucas-Dias:
Sparse Distributed Multitemporal Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 55(11): 6069-6084 (2017) - [c147]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 - [c146]Charis Lanaras, José M. Bioucas-Dias, Emmanuel Baltsavias, Konrad Schindler:
Super-Resolution of Multispectral Multiresolution Images from a Single Sensor. CVPR Workshops 2017: 1505-1513 - [c145]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: 358-371 - [c144]Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Sharpening Hyperspectral Images Using Plug-and-Play Priors. LVA/ICA 2017: 392-402 - [c143]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: 3111-3115 - [c142]Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Class-specific image denoising using importance sampling. ICIP 2017: 1242-1246 - [c141]Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Class-specific poisson denoising by patch-based importance sampling. ICIP 2017: 1247-1251 - [c140]Lina Zhuang, José M. Bioucas-Dias:
Hyperspectral image denoising based on global and non-local low-rank factorizations. ICIP 2017: 1900-1904 - [c139]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: 807-810 - [c138]Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza:
Hyperspectral cloud shadow removal based on linear unmixing. IGARSS 2017: 1000-1003 - [c137]Claudia Paris, José M. Bioucas-Dias, Lorenzo Bruzzone:
A hierarchical approach to superresolution of multispectral images with different spatial resolutions. IGARSS 2017: 2589-2592 - [c136]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: 3409-3412 - [c135]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: 3644-3647 - [c134]Gabriel Martín, José M. Bioucas-Dias:
Spatial-spectral hyperspectral image compressive sensing. IGARSS 2017: 3988-3991 - [c133]Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Scene-Adapted plug-and-play algorithm with convergence guarantees. MLSP 2017: 1-6 - [c132]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: 1-6 - [i19]Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Hyperspectral Sharpening using Scene-adapted Gaussian Mixture Priors. CoRR abs/1702.02445 (2017) - [i18]Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Class-specific Poisson denoising by patch-based importance sampling. CoRR abs/1706.02867 (2017) - [i17]Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Class-specific image denoising using importance sampling. CoRR abs/1706.06917 (2017) - 2016
- [j70]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): 1632-1636 (2016) - [j69]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): 625-639 (2016) - [j68]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): 932-944 (2016) - [j67]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): 2321-2332 (2016) - [j66]Gabriel Martín, José M. Bioucas-Dias:
Hyperspectral Blind Reconstruction From Random Spectral Projections. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(6): 2390-2399 (2016) - [j65]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): 5171-5184 (2016) - [j64]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): 6076-6090 (2016) - [j63]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): 7236-7249 (2016) - [j62]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): 274-288 (2016) - [j61]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): 4565-4579 (2016) - [j60]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): 5266-5280 (2016) - [c131]José M. Bioucas-Dias, Mário A. T. Figueiredo:
Bayesian image segmentation using hidden fields: Supervised, unsupervised, and semi-supervised formulations. EUSIPCO 2016: 523-527 - [c130]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: 1714-1719 - [c129]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: 3518-3522 - [c128]Jorge Sevilla, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias:
Hyperspectral image reconstruction from random projections on GPU. IGARSS 2016: 280-283 - [c127]Lina Zhuang, José M. Bioucas-Dias:
Fast Hyperspectral image Denoising based on low rank and sparse representations. IGARSS 2016: 1847-1850 - [c126]Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Antonio J. Plaza:
Convex formulation for hyperspectral image classification with superpixels. IGARSS 2016: 3294-3297 - [c125]Marian-Daniel Iordache, Nitin Bhatia, José M. Bioucas-Dias, Antonio J. Plaza:
Uncertainty propagation from atmospheric parameters to sparse hyperspectral unmixing. IGARSS 2016: 6133-6136 - [c124]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, José M. Bioucas-Dias:
Sparse distributed hyperspectral unmixing. IGARSS 2016: 6994-6997 - [c123]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: 21-25 - [c122]Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Image restoration with locally selected class-adapted models. MLSP 2016: 1-6 - [c121]Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias:
Robust hyperspectral unmixing accounting for residual components. SSP 2016: 1-5 - [c120]Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias, Gerald S. Buller, Steve McLaughlin:
Nonlinear hyperspectral unmixing accounting for spatial illumination variability. WHISPERS 2016: 1-5 - [i16]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 abs/1602.01410 (2016) - [i15]Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors. CoRR abs/1602.04052 (2016) - [i14]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 abs/1603.08720 (2016) - [i13]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 abs/1604.01818 (2016) - [i12]Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Image Restoration with Locally Selected Class-Adapted Models. CoRR abs/1605.07003 (2016) - [i11]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 abs/1610.03437 (2016) - 2015
- [j59]Saurabh Prasad, Jocelyn Chanussot, James E. Fowler, José M. Bioucas-Dias, Charles D. Creuserre:
Introduction to the Issue on Advances in Hyperspectral Data Processing and Analysis. IEEE J. Sel. Top. Signal Process. 9(6): 961-963 (2015) - [j58]Xiao Fu, Wing-Kin Ma, Tsung-Han Chan, José M. Bioucas-Dias:
Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search Are Related. IEEE J. Sel. Top. Signal Process. 9(6): 1128-1141 (2015) - [j57]Jun Li, Xin Huang, Paolo Gamba, José M. Bioucas-Dias, Liangpei Zhang, Jón Atli Benediktsson, Antonio J. Plaza:
Multiple Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53(3): 1592-1606 (2015) - [j56]Gemine Vivone, Miguel Simões, Mauro Dalla Mura, Rocco Restaino, José M. Bioucas-Dias, Giorgio Licciardi, Jocelyn Chanussot:
Pansharpening Based on Semiblind Deconvolution. IEEE Trans. Geosci. Remote. Sens. 53(4): 1997-2010 (2015) - [j55]Hao Hongxing, José M. Bioucas-Dias, Vladimir Katkovnik:
Interferometric Phase Image Estimation via Sparse Coding in the Complex Domain. IEEE Trans. Geosci. Remote. Sens. 53(5): 2587-2602 (2015) - [j54]Gabriel Martín, José M. Bioucas-Dias, Antonio J. Plaza:
HYCA: A New Technique for Hyperspectral Compressive Sensing. IEEE Trans. Geosci. Remote. Sens. 53(5): 2819-2831 (2015) - [j53]Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida, Jocelyn Chanussot:
A Convex Formulation for Hyperspectral Image Superresolution via Subspace-Based Regularization. IEEE Trans. Geosci. Remote. Sens. 53(6): 3373-3388 (2015) - [j52]Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret:
Hyperspectral and Multispectral Image Fusion Based on a Sparse Representation. IEEE Trans. Geosci. Remote. Sens. 53(7): 3658-3668 (2015) - [j51]Jun Li, Alexander Agathos, Daniela Zaharie, José M. Bioucas-Dias, Antonio J. Plaza, Xia Li:
Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 53(9): 5067-5082 (2015) - [j50]Yoann Altmann, Marcelo Pereyra, José M. Bioucas-Dias:
Collaborative sparse regression using spatially correlated supports - Application to hyperspectral unmixing. IEEE Trans. Image Process. 24(12): 5800-5811 (2015) - [c119]Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio J. Plaza, Guillermo Botella, Manuel Prieto-Matías:
A fast parallel hyperspectral coded aperture algorithm for compressive sensing using OpenCL. EUROCON 2015: 1-6 - [c118]Marcelo Pereyra, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Maximum-a-posteriori estimation with unknown regularisation parameters. EUSIPCO 2015: 230-234 - [c117]Mauro Dalla Mura, José M. Bioucas-Dias, Jocelyn Chanussot:
An analysis of collaborative representation schemes for the classification of hyperspectral images. EUSIPCO 2015: 754-758 - [c116]José M. Bioucas-Dias:
Hyperspectral Remote Sensing Data Analysis. GISTAM 2015: IS-7 - [c115]Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio J. Plaza, Vítor Silva:
GPU implementation of a hyperspectral coded aperture algorithm for compressive sensing. IGARSS 2015: 521-524 - [c114]Gabriel Martín, José M. Bioucas-Dias:
Hyperspectral compressive sensing from spectral projections. IGARSS 2015: 1000-1003 - [c113]Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic:
Supervised hyperspectral image classification with rejection. IGARSS 2015: 2600-2603 - [c112]Gabriel Martín, José M. Bioucas-Dias, Antonio J. Plaza:
B-HYCA: Blind hyperspectral compressive sensing. IGARSS 2015: 2856-2859 - [c111]Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, José M. Bioucas-Dias:
Hyperspectral image classification based on union of subspaces. JURSE 2015: 1-4 - [c110]Jun Li, José M. Bioucas-Dias, Antonio Plaza, Lin Liu:
Robust collaborative nonnegative matrix factorization for hyperspectra unmixing (R-CONMF). WHISPERS 2015: 1-4 - [c109]Yoann Altmann, Marcelo Pereyra, José M. Bioucas-Dias:
Linear spectral unmixing using collaborative sparse regression and correlated supports. WHISPERS 2015: 1-4 - [c108]Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva:
GPU implementation of a constrained hyperspectral coded aperture algorithm for compressive sensing. WHISPERS 2015: 1-4 - [c107]Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic:
SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization. WHISPERS 2015: 1-4 - [c106]Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic:
Robust hyperspectral image classification with rejection fields. WHISPERS 2015: 1-4 - [c105]Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza:
Potential and limitations of band selection and library pruning in sparse hyperspectral unmixing. WHISPERS 2015: 1-4 - [c104]Gabriel Martín, José M. Bioucas-Dias:
Hyperspectral compressive acquisition in the spatial domain via blind factorization. WHISPERS 2015: 1-4 - [i10]Filipe Condessa, Jelena Kovacevic, José M. Bioucas-Dias:
Performance measures for classification systems with rejection. CoRR abs/1504.02763 (2015) - [i9]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:
Hyperspectral pansharpening: a review. CoRR abs/1504.04531 (2015) - [i8]Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic:
SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization. CoRR abs/1504.07028 (2015) - [i7]Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic:
Robust hyperspectral image classification with rejection fields. CoRR abs/1504.07918 (2015) - [i6]Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret:
Fast Spectral Unmixing based on Dykstra's Alternating Projection. CoRR abs/1505.01740 (2015) - [i5]Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic:
Image Classification with Rejection using Contextual Information. CoRR abs/1509.01287 (2015) - 2014
- [j49]José M. P. Nascimento, José M. Bioucas-Dias, José M. Rodriguez Alves, Vítor Silva, Antonio Plaza:
Parallel Hyperspectral Unmixing on GPUs. IEEE Geosci. Remote. Sens. Lett. 11(3): 666-670 (2014) - [j48]Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, José M. Bioucas-Dias:
A Subspace-Based Multinomial Logistic Regression for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 11(12): 2105-2109 (2014) - [j47]Wing-Kin Ma, José M. Bioucas-Dias, Tsung-Han Chan, Nicolas Gillis, Paul D. Gader, Antonio J. Plaza, Arul-Murugan Ambikapathi, Chong-Yung Chi:
A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing. IEEE Signal Process. Mag. 31(1): 67-81 (2014) - [j46]Marian-Daniel Iordache, Laurent Tits, José M. Bioucas-Dias, Antonio Plaza, Ben Somers:
A Dynamic Unmixing Framework for Plant Production System Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2016-2034 (2014) - [j45]Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza:
Collaborative Sparse Regression for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 52(1): 341-354 (2014) - [j44]Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza, Ben Somers:
MUSIC-CSR: Hyperspectral Unmixing via Multiple Signal Classification and Collaborative Sparse Regression. IEEE Trans. Geosci. Remote. Sens. 52(7): 4364-4382 (2014) - [j43]Benqin Song, Jun Li, Mauro Dalla Mura, Peijun Li, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson, Jocelyn Chanussot:
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. 52(8): 5122-5136 (2014) - [j42]Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias, Xia Li:
Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization. IEEE Trans. Geosci. Remote. Sens. 52(10): 6298-6314 (2014) - [j41]João Pedro Oliveira, Mário A. T. Figueiredo, José M. Bioucas-Dias:
Parametric Blur Estimation for Blind Restoration of Natural Images: Linear Motion and Out-of-Focus. IEEE Trans. Image Process. 23(1): 466-477 (2014) - [j40]Xiyan He, Laurent Condat, José M. Bioucas-Dias, Jocelyn Chanussot, Junshi Xia:
A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors. IEEE Trans. Image Process. 23(9): 4160-4174 (2014) - [j39]Miguel S. B. Almeida, Ricardo Vigário, José M. Bioucas-Dias:
Separation of Synchronous Sources Through Phase Locked Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 25(10): 1894-1908 (2014) - [c103]Vladimir Katkovnik, José M. Bioucas-Dias, Nikolay V. Petrov:
Digital phase-shifting holography based on sparse approximation of phase and amplitude. 3DTV-Conference 2014: 1-4 - [c102]José M. Bioucas-Dias, Deborah Cohen, Yonina C. Eldar:
Covalsa: Covariance estimation from compressive measurements using alternating minimization. EUSIPCO 2014: 999-1003 - [c101]Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret:
Fusion of multispectral and hyperspectral images based on sparse representation. EUSIPCO 2014: 1577-1581 - [c100]Alexander Agathos, Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Robust minimum volume simplex analysis for hyperspectral unmixing. EUSIPCO 2014: 1582-1586 - [c99]Miguel Angel Veganzones, Miguel Simões, Giorgio A. Licciardi, José M. Bioucas-Dias, Jocelyn Chanussot:
Hyperspectral super-resolution of locally low rank images from complementary multisource data. ICIP 2014: 703-707 - [c98]Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida, Jocelyn Chanussot:
Hyperspectral image superresolution: An edge-preserving convex formulation. ICIP 2014: 4166-4170 - [c97]Vladimir Katkovnik, Karen O. Egiazarian, José M. Bioucas-Dias:
Phase imaging via sparse coding in the complex domain based on high-order svd and nonlocal BM3D techniques. ICIP 2014: 4587-4591 - [c96]Yi Liu, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias, Aurora Cuartero, Pablo García Rodríguez:
Spectral partitioning for hyperspectral remote sensing image classification. IGARSS 2014: 3434-3437 - [c95]Mahdi Khodadadzadeh, Jun Li, Antonio J. Plaza, Paolo Gamba, Jón Atli Benediktsson, José M. Bioucas-Dias:
A new framework for hyperspectral image classification using multiple spectral and spatial features. IGARSS 2014: 4628-4631 - [c94]José M. Bioucas-Dias, Filipe Condessa, Jelena Kovacevic:
Alternating direction optimization for image segmentation using hidden Markov measure field models. Image Processing: Algorithms and Systems 2014: 90190P - [c93]Xiao Fu, Wing-Kin Ma, José M. Bioucas-Dias, Tsung-Han Chan:
A robust subspace method for semiblind dictionary-aided hyperspectral unmixing. WHISPERS 2014: 1-4 - [c92]Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic:
Supervised hyperspectral image segmentation: A convex formulation using hidden fields. WHISPERS 2014: 1-4 - [c91]Marian-Daniel Iordache, Akpona Okujeni, Sebastian van der Linden, José M. Bioucas-Dias, Antonio Plaza, Ben Somers:
On the use of collaborative sparse regression in hyperspectral unmixing chains. WHISPERS 2014: 1-4 - [c90]Giorgio Licciardi, Miguel Angel Veganzones, Miguel Simões, José M. Bioucas-Dias, Jocelyn Chanussot:
Super-resolution of hyperspectral images using local spectral unmixing. WHISPERS 2014: 1-4 - [c89]Miguel Angel Veganzones, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, José M. Bioucas-Dias, Jocelyn Chanussot:
A new extended linear mixing model to address spectral variability. WHISPERS 2014: 1-4 - [i4]Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida, Jocelyn Chanussot:
Hyperspectral image superresolution: An edge-preserving convex formulation. CoRR abs/1403.8098 (2014) - [i3]Xiao Fu, Wing-Kin Ma, Tsung-Han Chan, José M. Bioucas-Dias:
Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search are Related. CoRR abs/1409.4320 (2014) - [i2]Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret:
Hyperspectral and Multispectral Image Fusion based on a Sparse Representation. CoRR abs/1409.5729 (2014) - [i1]Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida, Jocelyn Chanussot:
A convex formulation for hyperspectral image superresolution via subspace-based regularization. CoRR abs/1411.4005 (2014) - 2013
- [j38]Miguel S. B. Almeida, José M. Bioucas-Dias, Ricardo Vigário:
Separation of phase-locked sources in pseudo-real MEG data. EURASIP J. Adv. Signal Process. 2013: 32 (2013) - [j37]Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Semisupervised Hyperspectral Image Classification Using Soft Sparse Multinomial Logistic Regression. IEEE Geosci. Remote. Sens. Lett. 10(2): 318-322 (2013) - [j36]Pedro Latorre-Carmona, José Martínez Sotoca, Filiberto Pla, José M. Bioucas-Dias, Carme Julià Ferré:
Effect of Denoising in Band Selection for Regression Tasks in Hyperspectral Datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 473-481 (2013) - [j35]Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Spectral-Spatial Classification of Hyperspectral Data Using Loopy Belief Propagation and Active Learning. IEEE Trans. Geosci. Remote. Sens. 51(2): 844-856 (2013) - [j34]Inmaculada Dopido, Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
Semisupervised Self-Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 51(7-1): 4032-4044 (2013) - [j33]Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
Generalized Composite Kernel Framework for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 51(9): 4816-4829 (2013) - [c88]Xiao Fu, Wing-Kin Ma, Tsung-Han Chan, José M. Bioucas-Dias, Marian-Daniel Iordache:
Greedy algorithms for pure pixels identification in hyperspectral unmixing: A multiple-measurement vector viewpoint. EUSIPCO 2013: 1-5 - [c87]Gabriel Martín, José M. Bioucas-Dias, Antonio Plaza:
Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing. EUSIPCO 2013: 1-5 - [c86]José M. Rodriguez Alves, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva:
Parallel sparse unmixing of hyperspectral data. IGARSS 2013: 1446-1449 - [c85]Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias:
Spectral-spatial classification for hyperspectral data using SVM and subspace MLR. IGARSS 2013: 2180-2183 - [c84]Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic:
Classification with reject option using contextual information. ISBI 2013: 1340-1343 - [c83]Marian-Daniel Iordache, Ben Somers, Laurent Tits, José M. Bioucas-Dias, Antonio Plaza, Pol Coppin:
Plant production system monitoring via multiple signal classification and sparse regression. WHISPERS 2013: 1-4 - 2012
- [j32]Pedro Pedrosa, Rui Dinis, Fernando Nunes, José M. Bioucas-Dias:
Phase Drift Estimation and Symbol Detection in Digital Communications: A Stochastic Recursive Filtering Approach. IEEE Commun. Lett. 16(6): 854-857 (2012) - [j31]Antonio Plaza, José M. Bioucas-Dias, Anita Simic, William J. Blackwell:
Foreword to the Special Issue on Hyperspectral Image and Signal Processing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(2): 347-353 (2012) - [j30]José M. Bioucas-Dias, Antonio Plaza, Nicolas Dobigeon, Mario Parente, Qian Du, Paul D. Gader, Jocelyn Chanussot:
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(2): 354-379 (2012) - [j29]Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Spectral-Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. 50(3): 809-823 (2012) - [j28]José M. P. Nascimento, José M. Bioucas-Dias:
Hyperspectral Unmixing Based on Mixtures of Dirichlet Components. IEEE Trans. Geosci. Remote. Sens. 50(3): 863-878 (2012) - [j27]Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza:
Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 50(11): 4484-4502 (2012) - [j26]Nuno B. Bras, José M. Bioucas-Dias, Raul Carneiro Martins, A. Cruz Serra:
An Alternating Direction Algorithm for Total Variation Reconstruction of Distributed Parameters. IEEE Trans. Image Process. 21(6): 3004-3016 (2012) - [c82]Mário A. T. Figueiredo, José M. Bioucas-Dias:
Algorithms for imaging inverse problems under sparsity regularization. CIP 2012: 1-6 - [c81]Miguel S. B. Almeida, Ricardo Vigário, José M. Bioucas-Dias:
The Role of Whitening for Separation of Synchronous Sources. LVA/ICA 2012: 139-146 - [c80]Filipe Condessa, José M. Bioucas-Dias:
Segmentation and Detection of Colorectal Polyps Using Local Polynomial Approximation. ICIAR (2) 2012: 188-197 - [c79]Miguel S. B. Almeida, Ricardo Vigário, José M. Bioucas-Dias:
Estimation of the Common Oscillation for Phase Locked Matrix Factorization. ICPRAM (1) 2012: 78-85 - [c78]Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images. ICPRAM (1) 2012: 406-411 - [c77]José M. P. Nascimento, José M. Bioucas-Dias:
Hyperspectral Unmixing with Simultaneous Dimensionality Estimation. ICPRAM (1) 2012: 438-444 - [c76]Gabriel Martín, José M. Bioucas-Dias, Antonio Plaza:
Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing. IGARSS 2012: 1381-1384 - [c75]Inmaculada Dopido, Jun Li, Antonio Plaza, José M. Bioucas-Dias:
Semi-supervised active learning for urban hyperspectral image classification. IGARSS 2012: 1586-1589 - [c74]Qian Du, José M. Bioucas-Dias, Antonio Plaza:
Hyperspectral band selection using a collaborative sparse model. IGARSS 2012: 3054-3057 - [c73]Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Collaborative nonnegative matrix factorization for remotely sensed hyperspectral unmixing. IGARSS 2012: 3078-3081 - [c72]José M. Rodriguez Alves, José M. P. Nascimento, José M. Bioucas-Dias, Vítor Silva, Antonio Plaza:
Parallel implementation of vertex component analysis for hyperspectral endmember extraction. IGARSS 2012: 4078-4081 - [c71]Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza:
Collaborative sparse unmixing of hyperspectral data. IGARSS 2012: 7488-7491 - [c70]José M. Rodriguez Alves, José M. P. Nascimento, Antonio J. Plaza, Sergio Sánchez, José M. Bioucas-Dias, Vítor Silva:
Vertex component analysis GPU-based implementation for hyperspectral unmixing. WHISPERS 2012: 1-4 - [c69]Inmaculada Dopido, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias:
A new semi-supervised approach for hyperspectral image classification with different active learning strategies. WHISPERS 2012: 1-4 - [c68]Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio J. Plaza:
Dictionary pruning in sparse unmixing of hyperspectral data. WHISPERS 2012: 1-4 - [c67]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Semi-supervised discriminative random field for hyperspectral image classification. WHISPERS 2012: 1-4 - [c66]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Nonnegative matrix factorization with collaborativity for hyperspectral unmixing. WHISPERS 2012: 1-4 - [c65]João Gomes, Ehsan Zamanizadeh, José M. Bioucas-Dias, João Alves, Thomas C. Furfaro:
Building location awareness into acoustic communication links and networks through channel delay estimation. WUWNet 2012: 24 - 2011
- [j25]Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza:
Sparse Unmixing of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 49(6-1): 2014-2039 (2011) - [j24]Janete S. Borges, José M. Bioucas-Dias, André R. S. Marçal:
Bayesian Hyperspectral Image Segmentation With Discriminative Class Learning. IEEE Trans. Geosci. Remote. Sens. 49(6-1): 2151-2164 (2011) - [j23]Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Hyperspectral Image Segmentation Using a New Bayesian Approach With Active Learning. IEEE Trans. Geosci. Remote. Sens. 49(10): 3947-3960 (2011) - [j22]Antonio Plaza, Qian Du, José M. Bioucas-Dias, Xiuping Jia, Fred A. Kruse:
Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data. IEEE Trans. Geosci. Remote. Sens. 49(11): 4104-4111 (2011) - [j21]Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo:
An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems. IEEE Trans. Image Process. 20(3): 681-695 (2011) - [j20]Miguel S. B. Almeida, Jan-Hendrik Schleimer, José M. Bioucas-Dias, Ricardo Vigário:
Source Separation and Clustering of Phase-Locked Subspaces. IEEE Trans. Neural Networks 22(9): 1419-1434 (2011) - [c64]Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Non-cyclic deconvolution using an augmented lagrangian method. EUROCON 2011: 1-4 - [c63]Miguel S. B. Almeida, Ricardo Vigário, José M. Bioucas-Dias:
Phase Locked Matrix Factorization. EUSIPCO 2011: 1728-1732 - [c62]Pedro Latorre-Carmona, José Martínez Sotoca, Filiberto Pla, Frederick Kin Hing Phoa, José M. Bioucas-Dias:
Feature Selection in Regression Tasks Using Conditional Mutual Information. IbPRIA 2011: 224-231 - [c61]José M. Bioucas-Dias, Antonio Plaza:
An overview on hyperspectral unmixing: Geometrical, statistical, and sparse regression based approaches. IGARSS 2011: 1135-1138 - [c60]Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza:
Hyperspectral unmixingwith sparse group lasso. IGARSS 2011: 3586-3589 - [c59]Jun Li, José M. Bioucas-Dias, Antonio Plaza:
A new subspace discriminant analysis approach for supervised hyperspectral image classification. IGARSS 2011: 3911-3914 - [c58]Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio J. Plaza:
Total variation regulatization in sparse hyperspectral unmixing. WHISPERS 2011: 1-4 - [c57]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Semi-supervised hyperspectral image classification using a new (soft) sparse multinomial logistic regression model. WHISPERS 2011: 1-4 - [c56]Marta B. Lopes, José M. Bioucas-Dias, Mário A. T. Figueiredo, Jean-Claude Wolff, Nisha Mistry, John Warrack:
Comparison of near infrared and Raman hyperspectral unmixing performances for chemical identification of pharmaceutical tablets. WHISPERS 2011: 1-4 - [c55]Alberto Villa, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias:
A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts. WHISPERS 2011: 1-4 - 2010
- [j19]Sandra C. Freitas, Isabel F. Trigo, José M. Bioucas-Dias, Frank-M. Göttsche:
Quantifying the Uncertainty of Land Surface Temperature Retrievals From SEVIRI/Meteosat. IEEE Trans. Geosci. Remote. Sens. 48(1-2): 523-534 (2010) - [j18]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning. IEEE Trans. Geosci. Remote. Sens. 48(11): 4085-4098 (2010) - [j17]José M. Bioucas-Dias, Mário A. T. Figueiredo:
Multiplicative Noise Removal Using Variable Splitting and Constrained Optimization. IEEE Trans. Image Process. 19(7): 1720-1730 (2010) - [j16]Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Fast Image Recovery Using Variable Splitting and Constrained Optimization. IEEE Trans. Image Process. 19(9): 2345-2356 (2010) - [j15]Mário A. T. Figueiredo, José M. Bioucas-Dias:
Restoration of Poissonian Images Using Alternating Direction Optimization. IEEE Trans. Image Process. 19(12): 3133-3145 (2010) - [c54]Miguel S. B. Almeida, José M. Bioucas-Dias, Ricardo Vigário:
Independent Phase Analysis: Separating Phase-Locked Subspaces. LVA/ICA 2010: 189-196 - [c53]Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo:
A fast algorithm for the constrained formulation of compressive image reconstruction and other linear inverse problems. ICASSP 2010: 4034-4037 - [c52]Mário A. T. Figueiredo, José M. Bioucas-Dias:
Frame-based deconvolution of Poissonian images using alternating direction optimization. ICIP 2010: 3549-3552 - [c51]Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo:
An augmented Lagrangian approach to linear inverse problems with compound regularization. ICIP 2010: 4169-4172 - [c50]Marian-Daniel Iordache, Antonio J. Plaza, José M. Bioucas-Dias:
Recent developments in sparse hyperspectral unmixing. IGARSS 2010: 1281-1284 - [c49]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Supervised hyperspectral image segmentation using active learning. WHISPERS 2010: 1-4 - [c48]José M. Bioucas-Dias, Mário A. T. Figueiredo:
Alternating direction algorithms for constrained sparse regression: Application to hyperspectral unmixing. WHISPERS 2010: 1-4 - [c47]Marian-Daniel Iordache, Antonio J. Plaza, José M. Bioucas-Dias:
On the use of spectral libraries to perform sparse unmixing of hyperspectral data. WHISPERS 2010: 1-4 - [c46]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Exploiting spatial information in semi-supervised hyperspectral image segmentation. WHISPERS 2010: 1-4
2000 – 2009
- 2009
- [j14]João Pedro Oliveira, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Adaptive total variation image deblurring: A majorization-minimization approach. Signal Process. 89(9): 1683-1693 (2009) - [c45]José M. Bioucas-Dias, Gonçalo Valadão:
Multifrequency absolute phase estimation via graph cuts. EUSIPCO 2009: 1389-1393 - [c44]José M. Bioucas-Dias, Mário A. T. Figueiredo:
Total variation restoration of speckled images using a split-bregman algorithm. ICIP 2009: 3717-3720 - [c43]Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza:
Unmixing Sparse Hyperspectral Mixtures. IGARSS (4) 2009: 85-88 - [c42]Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Semi-supervised Hyperspectral Image Classification based on a Markov Random Field and Sparse Multinomial Logistic Regression. IGARSS (3) 2009: 817-820 - [c41]José M. Bioucas-Dias, Vladimir Katkovnik, Jaakko Astola, Karen O. Egiazarian:
Multi-frequency Phase Unwrapping from Noisy Data: Adaptive Local Maximum Likelihood Approach. SCIA 2009: 310-320 - [c40]José M. Bioucas-Dias:
A variable splitting augmented Lagrangian approach to linear spectral unmixing. WHISPERS 2009: 1-4 - [c39]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Semi-supervised hyperspectral image segmentation. WHISPERS 2009: 1-4 - [c38]Marta B. Lopes, José M. Bioucas-Dias, Mário A. T. Figueiredo, Jean-Claude Wolff:
Spectral unmixing via minimum volume simplices: Application to near infrared spectra of counterfeit tablets. WHISPERS 2009: 1-4 - [c37]José M. P. Nascimento, José M. Bioucas-Dias:
Learning dependent sources using mixtures of Dirichlet: Applications on hyperspectral unmixing. WHISPERS 2009: 1-5 - 2008
- [j13]José M. Bioucas-Dias, José M. P. Nascimento:
Hyperspectral Subspace Identification. IEEE Trans. Geosci. Remote. Sens. 46(8): 2435-2445 (2008) - [c36]José M. Bioucas-Dias, Mário A. T. Figueiredo:
An iterative algorithm for linear inverse problems with compound regularizers. ICIP 2008: 685-688 - [c35]Isabel Rodrigues, João M. Sanches, José M. Bioucas-Dias:
Denoising of medical images corrupted by Poisson noise. ICIP 2008: 1756-1759 - [c34]Jun Li, José M. Bioucas-Dias:
Minimum Volume Simplex Analysis: A Fast Algorithm to Unmix Hyperspectral Data. IGARSS (3) 2008: 250-253 - 2007
- [j12]José M. Bioucas-Dias, Gonçalo Valadão:
Phase Unwrapping via Graph Cuts. IEEE Trans. Image Process. 16(3): 698-709 (2007) - [j11]Mário A. T. Figueiredo, José M. Bioucas-Dias, Robert D. Nowak:
Majorization-Minimization Algorithms for Wavelet-Based Image Restoration. IEEE Trans. Image Process. 16(12): 2980-2991 (2007) - [j10]José M. Bioucas-Dias, Mário A. T. Figueiredo:
A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration. IEEE Trans. Image Process. 16(12): 2992-3004 (2007) - [c33]Janete S. Borges, José M. Bioucas-Dias, André R. S. Marçal:
Bayesian Hyperspectral Image Segmentation with Discriminative Class Learning. IbPRIA (1) 2007: 22-29 - [c32]João Pedro Oliveira, Mário A. T. Figueiredo, José M. Bioucas-Dias:
Blind Estimation of Motion Blur Parameters for Image Deconvolution. IbPRIA (2) 2007: 604-611 - [c31]José M. P. Nascimento, José M. Bioucas-Dias:
Dependent Component Analysis: A Hyperspectral Unmixing Algorithm. IbPRIA (2) 2007: 612-619 - [c30]Sónia Pelizzari, José M. Bioucas-Dias:
Bayesian Oil Spill Segmentation of SAR Images Via Graph Cuts. IbPRIA (2) 2007: 637-644 - [c29]José M. Bioucas-Dias, Mário A. T. Figueiredo:
Two-Step Algorithms for Linear Inverse Problems with Non-Quadratic Regularization. ICIP (1) 2007: 105-108 - [c28]Sónia Pelizzari, José M. Bioucas-Dias:
Oil spill segmentation of SAR images via graph cuts. IGARSS 2007: 1318-1321 - [c27]José M. P. Nascimento, José M. Bioucas-Dias:
Hyperspectral signal subspace estimation. IGARSS 2007: 3225-3228 - [c26]Janete S. Borges, André R. S. Marçal, José M. Bioucas-Dias:
Evaluation of bayesian hyperspectral image segmentation with a discriminative class learning. IGARSS 2007: 3810-3813 - [c25]José M. P. Nascimento, José M. Bioucas-Dias:
Hyperspectral unmixing algorithm via dependent component analysis. IGARSS 2007: 4033-4036 - [c24]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:
HYPER-I-NET: European research network on hyperspectral imaging. IGARSS 2007: 4790-4793 - 2006
- [j9]José M. Bioucas-Dias:
Bayesian wavelet-based image deconvolution: a GEM algorithm exploiting a class of heavy-tailed priors. IEEE Trans. Image Process. 15(4): 937-951 (2006) - [c23]José M. Bioucas-Dias, Mário A. T. Figueiredo, João Pedro Oliveira:
Adaptive total variation image deconvolution: A majorization-minimization approach. EUSIPCO 2006: 1-4 - [c22]José M. Bioucas-Dias, Mário A. T. Figueiredo, João Pedro Oliveira:
Total Variation-Based Image Deconvolution: a Majorization-Minimization Approach. ICASSP (2) 2006: 861-864 - [c21]Janete S. Borges, José M. Bioucas-Dias, André R. S. Marçal:
Fast Sparse Multinomial Regression Applied to Hyperspectral Data. ICIAR (2) 2006: 700-709 - [c20]Mário A. T. Figueiredo, José M. Bioucas-Dias, João Pedro Oliveira, Robert D. Nowak:
On Total Variation Denoising: A New Majorization-Minimization Algorithm and an Experimental Comparisonwith Wavalet Denoising. ICIP 2006: 2633-2636 - 2005
- [j8]José M. P. Nascimento, José M. B. Dias:
Does independent component analysis play a role in unmixing hyperspectral data? IEEE Trans. Geosci. Remote. Sens. 43(1): 175-187 (2005) - [j7]José M. P. Nascimento, José M. B. Dias:
Vertex component analysis: a fast algorithm to unmix hyperspectral data. IEEE Trans. Geosci. Remote. Sens. 43(4): 898-910 (2005) - [c19]José M. Bioucas-Dias, Gonçalo Valadão:
Discontinuity Preserving Phase Unwrapping Using Graph Cuts. EMMCVPR 2005: 268-284 - [c18]José M. P. Nascimento, José M. B. Dias:
Signal Subspace Identification in Hyperspectral Linear Mixtures. IbPRIA (2) 2005: 207-214 - [c17]José M. Bioucas-Dias, Gonçalo Valadão:
Phase Unwrapping via Graph Cuts. IbPRIA (1) 2005: 360-367 - [c16]José M. Bioucas-Dias, Gonçalo Valadão:
Phase unwrapping: a new max-flow/min-cut based approach. ICIP (2) 2005: 77-80 - [c15]João M. Sanches, José M. Bioucas-Dias, Jorge S. Marques:
Minimum total variation in 3D ultrasound reconstruction. ICIP (3) 2005: 597-600 - 2004
- [j6]José M. Bioucas-Dias, José M. N. Leitão, Elsa Susana Reis Fonseca:
Reconstruction of backscatter and extinction coefficients in lidar: a stochastic filtering approach. IEEE Trans. Geosci. Remote. Sens. 42(2): 443-456 (2004) - 2003
- [c14]José M. Bioucas-Dias:
A Fast GEM Algorithm for Bayesian Wavelet-Based Image Restoration Using a Class of Heavy-Tailed Priors. EMMCVPR 2003: 407-420 - [c13]José M. P. Nascimento, José M. B. Dias:
Does Independent Component Analysis Play a Role in Unmixing Hyperspectral Data? IbPRIA 2003: 616-625 - [c12]José M. P. Nascimento, José M. B. Dias:
Vertex Component Analysis: A~Fast Algorithm to Extract Endmembers Spectra from Hyperspectral Data. IbPRIA 2003: 626-635 - [c11]José M. Bioucas-Dias:
Fast GEM wavelet-based image deconvolution algorithm. ICIP (2) 2003: 961-964 - 2002
- [j5]José M. B. Dias, José M. N. Leitão:
Efficient computation of tr{TR-1} for Toeplitz matrices. IEEE Signal Process. Lett. 9(2): 54-56 (2002) - [j4]José M. B. Dias, José M. N. Leitão:
The ZπM algorithm: a method for interferometric image reconstruction in SAR/SAS. IEEE Trans. Image Process. 11(4): 408-422 (2002) - 2001
- [c10]José M. B. Dias, José M. N. Leitão:
A Discrete/Continuous Minimization Method in Interferometric Image Processing. EMMCVPR 2001: 375-390 - [c9]Paulo A. C. Marques, José M. B. Dias:
Imaging of fast moving targets using undersampled SAR raw-data. ICIP (3) 2001: 624-627 - 2000
- [j3]José M. B. Dias, José M. N. Leitão:
Nonparametric estimation of mean Doppler and spectral width. IEEE Trans. Geosci. Remote. Sens. 38(1): 271-282 (2000) - [c8]Paulo A. C. Marques, José M. Bioucas-Dias:
Blind angle ambiguity resolution in parameter estimation of moving targets using a single SAR sensor. EUSIPCO 2000: 1-4 - [c7]Paulo A. C. Marques, José M. B. Dias:
Moving Targets in Synthetic Aperture Images: A Bayesian Approach. ICIP 2000: 685-688
1990 – 1999
- 1999
- [c6]José M. B. Dias:
Adaptive Bayesian Contour Estimation: A Vector Space Representation Approach. EMMCVPR 1999: 157-172 - [c5]José A. Moinhos Cordeiro, José M. B. Dias:
Contour Estimation on Piecewise Homogeneous Random Fields. ICEIS 1999: 183-194 - 1998
- [c4]José M. Bioucas-Dias, José M. N. Leitão:
Group lapped iterative technique for fast solution of large linear systems. ICECS 1998: 531-534 - [c3]José M. B. Dias, Tiago A. M. Silva, José M. N. Leitão:
Adaptive Restoration of Speckled SAR Images using a Compound Random Markov Field. ICIP (2) 1998: 79-83 - 1996
- [j2]José M. B. Dias, José M. N. Leitão:
Wall position and thickness estimation from sequences of echocardiographic images. IEEE Trans. Medical Imaging 15(1): 25-38 (1996) - [c2]José M. B. Dias, José M. N. Leitão:
A method for computing the information matrix of stationary Gaussian processes. EUSIPCO 1996: 1-4 - 1995
- [j1]José M. B. Dias, José M. N. Leitão:
Asymptotically efficient estimation of spectral moments. IEEE Trans. Signal Process. 43(9): 2222-2225 (1995) - 1993
- [c1]José M. B. Dias, José M. N. Leitão:
Maximum likelihood estimation of spectral moments at low signal to noise ratios. ICASSP (4) 1993: 149-152
Coauthor Index
Antonio Plaza
aka: Antonio J. Plaza
aka: Antonio J. Plaza
[j96] [j76] [c139] [c138] [c135] [j69] [j68] [j64] [c126] [c125] [j57] [j54] [j51] [c119] [c115] [c112] [c111] [c110] [c108] [c105] [j49] [j48] [j47] [j46] [j45] [j44] [j43] [j42] [c100] [c96] [c95] [c91] [c89] [j37] [j35] [j34] [j33] [c87] [c86] [c85] [c83] [j31] [j30] [j29] [j27] [c78] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [j25] [j23] [j22] [c61] [c60] [c59] [c58] [c57] [c55] [j18] [c50] [c49] [c47] [c46] [c43] [c42] [c39] [c24]
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