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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]