Classification and feature extraction of AVIRIS data. - Jón Atli Benediktsson; Johannes R. Sveinsson; Kolbeinn Amason (IEEE Trans. Geosci. Remote. Sens., 1995)

Optimized consensus theory. - Jón Atli Benediktsson; Johannes R. Sveinsson; Philip H. Swain (ICASSP, 1996)

Hybrid consensus theoretic classification. - Jón Atli Benediktsson; Johannes R. Sveinsson; Philip H. Swain (IEEE Trans. Geosci. Remote. Sens., 1997)

Parallel consensual neural networks. - Jón Atli Benediktsson; Johannes R. Sveinsson; Okan K. Ersoy; Philip H. Swain (IEEE Trans. Neural Networks, 1997)

Consensus Based Classification of Multisource Remote Sensing Data. - Jón Atli Benediktsson; Johannes R. Sveinsson (Multiple Classifier Systems, 2000)

Boosting, Bagging, and Consensus Based Classification of Multisource Remote Sensing Data. - Gunnar Jakob Briem; Jón Atli Benediktsson; Johannes R. Sveinsson (Multiple Classifier Systems, 2001)

An investigation of multiple self-organizing feature maps for classification of multisource data. - Sigmar K. Stefansson; Jón Atli Benediktsson; Johannes R. Sveinsson (IGARSS, 2002)

Double density wavelet transformation for speckle reduction of SAR images. - Johannes R. Sveinsson; Jón Atli Benediktsson (IGARSS, 2002)

Wavelet feature extraction and genetic feature selection for multisource data. - Magnus O. Ulfarsson; Jón Atli Benediktsson; Johannes R. Sveinsson (IGARSS, 2002)

Speckle reduction of SAR images in the curvelet domain. - Magnus O. Ulfarsson; Johannes R. Sveinsson; Jón Atli Benediktsson (IGARSS, 2002)

Multiple classifiers applied to multisource remote sensing data. - Gunnar Jakob Briem; Jón Atli Benediktsson; Johannes R. Sveinsson (IEEE Trans. Geosci. Remote. Sens., 2002)

Support vector machines in multisource classification. - Gisli H. Halldorsson; Jón Atli Benediktsson; Johannes R. Sveinsson (IGARSS, 2003)

Speckle reduction of SAR images using adaptive curvelet domain. - Birgir Bjorn Saevarsson; Johannes R. Sveinsson; Jón Atli Benediktsson (IGARSS, 2003)

Wavelet footprints for speckle reduction of SAR images. - Magnus O. Ulfarsson; Johannes R. Sveinsson; Jón Atli Benediktsson (IGARSS, 2003)

Multisource remote sensing data classification based on consensus and pruning. - Jón Atli Benediktsson; Johannes R. Sveinsson (IEEE Trans. Geosci. Remote. Sens., 2003)

Almost translation invariant wavelet transformations for speckle reduction of SAR images. - Johannes R. Sveinsson; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2003)

Decision level fusion in classification of hyperspectral data from urban areas. - Jón Atli Benediktsson; Jon Aevar Palmason; Johannes R. Sveinsson; Jocelyn Chanussot (IGARSS, 2004)

Random Forest classification of multisource remote sensing and geographic data. - Pall Oskar Gislason; Jón Atli Benediktsson; Johannes R. Sveinsson (IGARSS, 2004)

Source based feature extraction for support vector machines in hyperspectral classification. - Gisli H. Halldorsson; Jón Atli Benediktsson; Johannes R. Sveinsson (IGARSS, 2004)

Combined wavelet and curvelet denoising of SAR images. - Birgir Bjorn Saevarsson; Johannes R. Sveinsson; Jón Atli Benediktsson (IGARSS, 2004)

Random forest classifiers for hyperspectral data. - Sveinn R. Joelsson; Jón Atli Benediktsson; Johannes R. Sveinsson (IGARSS, 2005)

Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis. - Jon Aevar Palmason; Jón Atli Benediktsson; Johannes R. Sveinsson; Jocelyn Chanussot (IGARSS, 2005)

Street tracking based on SAR data from urban areas. - Sigurjon O. Sigurjonsson; Jón Atli Benediktsson; Johannes R. Sveinsson; Gianni Lisini; Jocelyn Chanussot (IGARSS, 2005)

Spectral consistent satellite image fusion: using a high resolution panchromatic and low resolution multi-spectral images. - Ari Vésteinsson; Johannes R. Sveinsson; Jón Atli Benediktsson; Henrik Aanæs (IGARSS, 2005)

Translation invariant combined denoising algorithm. - Birgir Bjorn Saevarsson; Johannes R. Sveinsson; Jón Atli Benediktsson (ISCAS (5), 2005)

Classification of hyperspectral data from urban areas based on extended morphological profiles. - Jón Atli Benediktsson; Jon Aevar Palmason; Johannes R. Sveinsson (IEEE Trans. Geosci. Remote. Sens., 2005)

Fusion of Morphological and Spectral Information for Classification of Hyperspectal Urban Remote Sensing Data. - Jon Aevar Palmason; Jón Atli Benediktsson; Johannes R. Sveinsson; Jocelyn Chanussot (IGARSS, 2006)

Smoothing of Fused Spectral Consistent Satellite Images. - Johannes R. Sveinsson; Jón Atli Benediktsson; H. Aanass (IGARSS, 2006)

Random Forests for land cover classification. - Pall Oskar Gislason; Jón Atli Benediktsson; Johannes R. Sveinsson (Pattern Recognit. Lett., 2006)

On spatial priors for satellite image fusion. - Henrik Aanæs; Johannes R. Sveinsson; Thomas Bøvith; Jón Atli Benediktsson (IGARSS, 2007)

Smoothing of fused spectral consistent satellite images with TV-based edge detection. - Johannes R. Sveinsson; Henrik Aanæs; Jón Atli Benediktsson (IGARSS, 2007)

Combined wavelet and curvelet denoising of SAR images using TV segmentation. - Johannes R. Sveinsson; Jón Atli Benediktsson (IGARSS, 2007)

Ensemble Methods for Classification of Hyperspectral Data. - Jón Atli Benediktsson; Xavier Ceamanos; Björn Waske; Jocelyn Chanussot; Johannes R. Sveinsson; Mathieu Fauvel (IGARSS (1), 2008)

Combined Wavelet and Contourlet Denoising of SAR Images. - Johannes R. Sveinsson; Jón Atli Benediktsson (IGARSS (3), 2008)

Speckle Reduction of SAR Images in the Bandlet Domain. - Johannes R. Sveinsson; Zohra Semar; Jón Atli Benediktsson (IGARSS (3), 2008)

Model-Based Satellite Image Fusion. - Henrik Aanæs; Johannes R. Sveinsson; Allan Aasbjerg Nielsen; Thomas Bøvith; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2008)

Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles. - Mathieu Fauvel; Jón Atli Benediktsson; Jocelyn Chanussot; Johannes R. Sveinsson (IEEE Trans. Geosci. Remote. Sens., 2008)

Speckle Reduction of SAR Images using Sure-based Adaptive Sigmoid Thresholding in the Wavelet Domain. - Johannes R. Sveinsson; Magnus O. Ulfarsson; Jón Atli Benediktsson (IGARSS (4), 2009)

Speckle Reduction of TerraSAR-X Imagery using TV Segmentation. - Johannes R. Sveinsson; Björn Waske; Jón Atli Benediktsson (IGARSS (4), 2009)

Fusion of Multisource Data Sets from Agricultural Areas for Improved Land Cover Classification. - Björn Waske; Jón Atli Benediktsson; Johannes R. Sveinsson (IGARSS (4), 2009)

Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data. - Xavier Ceamanos; Björn Waske; Jón Atli Benediktsson; Jocelyn Chanussot; Johannes R. Sveinsson (MCS, 2009)

Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data. - Björn Waske; Jón Atli Benediktsson; Johannes R. Sveinsson (MCS, 2009)

Model-Based Hand Gesture Tracking in ToF Image Sequences. - Sigurjón Árni Guðmundsson; Johannes R. Sveinsson; Montse Pardàs; Henrik Aanæs; Rasmus Larsen 001 (AMDO, 2010)

Image fusion for classification of high resolution images based on mathematical morphology. - Frosti Palsson; Johannes R. Sveinsson; Jón Atli Benediktsson; Henrik Aanæs (IGARSS, 2010)

Improved 3D reconstruction in smart-room environments using ToF imaging. - Sigurjón Árni Guðmundsson; Montse Pardàs; Josep R. Casas; Johannes R. Sveinsson; Henrik Aanæs; Rasmus Larsen 001 (Comput. Vis. Image Underst., 2010)

TOF-CCD image fusion using complex wavelets. - Sigurjón Árni Guðmundsson; Johannes R. Sveinsson (ICASSP, 2011)

SAR image denoising using total variation based regularization with sure-based optimization of the regularization parameter. - Frosti Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jón Atli Benediktsson (IGARSS, 2012)

A new pansharpening method using an explicit image formation model regularized via Total Variation. - Frosti Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jón Atli Benediktsson (IGARSS, 2012)

Hyperspectral image denoising using 3D wavelets. - Behnood Rasti; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jón Atli Benediktsson (IGARSS, 2012)

A smooth hyperspectral unmixing method using cyclic descent. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson; Jón Atli Benediktsson (IGARSS, 2012)

Classification of Pansharpened Urban Satellite Images. - Frosti Palsson; Johannes R. Sveinsson; Jón Atli Benediktsson; Henrik Aanaes (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Pansharpening via sparsity optimization using overcomplete transforms. - Frosti Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jón Atli Benediktsson (IGARSS, 2013)

Hyperspectral image denoising using a new linear model and Sparse Regularization. - Behnood Rasti; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jón Atli Benediktsson (IGARSS, 2013)

Sparse representation of hyperspectral data using CUR matrix decomposition. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson; Jón Atli Benediktsson (IGARSS, 2013)

Smooth spectral unmixing using total variation regularization and a first order roughness penalty. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson; Jón Atli Benediktsson (IGARSS, 2013)

First order roughness penalty for hyperspectral image denoising. - Behnood Rasti; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jakob Sigurdsson (WHISPERS, 2013)

Wavelet based sparse Principal Component Analysis for hyperspectral denoising. - Behnood Rasti; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jakob Sigurdsson (WHISPERS, 2013)

Smooth and sparse hyperspectral unmixing using an l0 penalty. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (WHISPERS, 2013)

Sparse Gaussian noisy independent component analysis. - Frosti Palsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (ICASSP, 2014)

Model based PCA/wavelet fusion of multispectral and hyperspectral images. - Frosti Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jón Atli Benediktsson (IGARSS, 2014)

Hyperspectral image denoising using a sparse low rank model and dual-tree complex wavelet transform. - Frosti Palsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IGARSS, 2014)

Total variation based hyperspectral feature extraction. - Behnood Rasti; Johannes R. Sveinsson; Magnus O. Ulfarsson (IGARSS, 2014)

Sure based model selection for hyperspectral imaging. - Behnood Rasti; Magnus O. Ulfarsson; Johannes R. Sveinsson (IGARSS, 2014)

Semi-supervised hyperspectral unmixing. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IGARSS, 2014)

Endmember constrained semi-supervised hyperspectral unmixing. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (WHISPERS, 2014)

A New Pansharpening Algorithm Based on Total Variation. - Frosti Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (IEEE Geosci. Remote. Sens. Lett., 2014)

Hyperspectral Image Denoising Using First Order Spectral Roughness Penalty in Wavelet Domain. - Behnood Rasti; Johannes R. Sveinsson; Magnus Orn Ulfarsson; Jón Atli Benediktsson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Automatic Spectral-Spatial Classification Framework Based on Attribute Profiles and Supervised Feature Extraction. - Pedram Ghamisi; Jón Atli Benediktsson; Johannes R. Sveinsson (IEEE Trans. Geosci. Remote. Sens., 2014)

Wavelet-Based Sparse Reduced-Rank Regression for Hyperspectral Image Restoration. - Behnood Rasti; Johannes R. Sveinsson; Magnus O. Ulfarsson (IEEE Trans. Geosci. Remote. Sens., 2014)

Hyperspectral Unmixing With lq Regularization. - Jakob Sigurdsson; Magnus Orn Ulfarsson; Johannes R. Sveinsson (IEEE Trans. Geosci. Remote. Sens., 2014)

Model based pansharpening method based on TV and MTF deblurring. - Frosti Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jón Atli Benediktsson (IGARSS, 2015)

MTF-deblurring preprocessing for CS and MRA pansharpening methods. - Frosti Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jón Atli Benediktsson (IGARSS, 2015)

Total variation and ℓq based hyperspectral unmixing for feature extraction and classification. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IGARSS, 2015)

Hyperspectral Subspace Identification Using SURE. - Behnood Rasti; Magnus O. Ulfarsson; Johannes R. Sveinsson (IEEE Geosci. Remote. Sens. Lett., 2015)

Model-Based Fusion of Multi- and Hyperspectral Images Using PCA and Wavelets. - Frosti Palsson; Johannes R. Sveinsson; Magnus Orn Ulfarsson; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2015)

Distributed dyadic cyclic descent for non-negative matrix factorization. - Magnus O. Ulfarsson; Victor Solo; Jakob Sigurdsson; Johannes R. Sveinsson (ICASSP, 2016)

Sparse distributed hyperspectral unmixing. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson; José M. Bioucas-Dias (IGARSS, 2016)

Classification of Big Data With Application to Imaging Genetics. - Magnus Orn Ulfarsson; Frosti Palsson; Jakob Sigurdsson; Johannes R. Sveinsson (Proc. IEEE, 2016)

MTF-Based Deblurring Using a Wiener Filter for CS and MRA Pansharpening Methods. - Frosti Palsson; Johannes R. Sveinsson; Magnus Orn Ulfarsson; Jón Atli Benediktsson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Quantitative Quality Evaluation of Pansharpened Imagery: Consistency Versus Synthesis. - Frosti Palsson; Johannes R. Sveinsson; Magnus Orn Ulfarsson; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2016)

Hyperspectral Feature Extraction Using Total Variation Component Analysis. - Behnood Rasti; Magnus Orn Ulfarsson; Johannes R. Sveinsson (IEEE Trans. Geosci. Remote. Sens., 2016)

Blind Hyperspectral Unmixing Using Total Variation and ℓq Sparse Regularization. - Jakob Sigurdsson; Magnus Orn Ulfarsson; Johannes R. Sveinsson (IEEE Trans. Geosci. Remote. Sens., 2016)

Neural network hyperspectral unmixing with spectral information divergence objective. - Frosti Palsson; Jakob Sigurdsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (IGARSS, 2017)

Fast multitemporal hyperspectral unmixing. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IGARSS, 2017)

Sparse and low rank hyperspectral unmixing. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IGARSS, 2017)

Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network. - Frosti Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (IEEE Geosci. Remote. Sens. Lett., 2017)

Sparse Distributed Multitemporal Hyperspectral Unmixing. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson; José M. Bioucas-Dias (IEEE Trans. Geosci. Remote. Sens., 2017)

Blind Nonlinear Hyperspectral Unmixing Using an $ ell_{q}$ Regularizer. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IGARSS, 2018)

Single Sensor Image Fusion Using a Deep Residual Network. - Frosti Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (WHISPERS, 2018)

Single Sensor Image Fusion Using A Deep Convolutional Generative Adversarial Network. - Frosti Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (WHISPERS, 2018)

Parameter Estimation For Blind lq Hyperspectral Unmixing Using Bayesian Optimization. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (WHISPERS, 2018)

Hyperspectral Unmixing Using a Neural Network Autoencoder. - Burkni Palsson; Jakob Sigurdsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (IEEE Access, 2018)

Blind Sparse Nonlinear Hyperspectral Unmixing Using an ℓq Penalty. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IEEE Geosci. Remote. Sens. Lett., 2018)

Sentinel-2 Image Fusion Using a Deep Residual Network. - Frosti Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (Remote. Sens., 2018)

Multitask Learning for Spatial-Spectral Hyperspectral Unmixing. - Burkni Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (IGARSS, 2019)

Optimal Component Substitution and Multi-Resolution Analysis Pansharpening Methods Using a Convolutional Neural Network. - Frosti Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (IGARSS, 2019)

Convolutional Autoencoder for Spatial-Spectral Hyperspectral Unmixing. - Burkni Palsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IGARSS, 2019)

Weighted Blind ℓq Hyperspectral Unmixing. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IGARSS, 2019)

(Semi-) Supervised Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification. - Bin Zhao; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jocelyn Chanussot (IGARSS, 2019)

Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification. - Bin Zhao; Magnus O. Ulfarsson; Johannes R. Sveinsson; Jocelyn Chanussot (IGARSS, 2019)

Spectral-Spatial Hyperspectral Unmixing Using Multitask Learning. - Burkni Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (IEEE Access, 2019)

Sentinel-2 Sharpening Using a Reduced-Rank Method. - Magnus O. Ulfarsson; Frosti Palsson; Mauro Dalla Mura; Johannes R. Sveinsson (IEEE Trans. Geosci. Remote. Sens., 2019)

Creating RGB Images from Hyperspectral Images Using a Color Matching Function. - Magnus Magnusson; Jakob Sigurdsson; Sveinn Eirikur Armansson; Magnus O. Ulfarsson; Hilda Deborah; Johannes R. Sveinsson (IGARSS, 2020)

Sure Based Convolutional Neural Networks for Hyperspectral Image Denoising. - Han V. Nguyen; Magnus O. Ulfarsson; Johannes R. Sveinsson (IGARSS, 2020)

Zero-Shot Sentinel-2 Sharpening Using a Symmetric Skipped Connection Convolutional Neural Network. - Han V. Nguyen; Magnus O. Ulfarsson; Johannes R. Sveinsson; Jakob Sigurdsson (IGARSS, 2020)

Local Spatial-Spectral Correlation Based Mixtures of Factor Analyzers for Hyperspectral Denoising. - Bin Zhao; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jocelyn Chanussot (IGARSS, 2020)

Hyperspectral Images Denoising Based on Mixtures of Factor Analyzers. - Bin Zhao; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jocelyn Chanussot (IGARSS, 2020)

Model-Based Reduced-Rank Pansharpening. - Frosti Palsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IEEE Geosci. Remote. Sens. Lett., 2020)

Unsupervised and Supervised Feature Extraction Methods for Hyperspectral Images Based on Mixtures of Factor Analyzers. - Bin Zhao; Magnus O. Ulfarsson; Johannes R. Sveinsson; Jocelyn Chanussot (Remote. Sens., 2020)

Tuning Parameter Selection for Sentinel-2 Sharpening Using Wald's Protocol. - Sveinn E. Armannsson; Jakob Sigurdsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (IGARSS, 2021)

Sharpening the 20 M Bands of SENTINEL-2 Image Using an Unsupervised Convolutional Neural Network. - Han V. Nguyen; Magnus O. Ulfarsson; Johannes R. Sveinsson (IGARSS, 2021)

Fusing Sentinel-2 Satellite Images and Aerial RGB Images. - Jakob Sigurdsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IGARSS, 2021)

Wavelet-Based Block Low-Rank Representations for Hyperspectral Denoising. - Bin Zhao; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jocelyn Chanussot (IGARSS, 2021)

Non-Local Means Low-Rank Approximation for Hyperspectral Denoising. - Bin Zhao; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jocelyn Chanussot (IGARSS, 2021)

A Comparison of Optimized Sentinel-2 Super-Resolution Methods Using Wald's Protocol and Bayesian Optimization. - Sveinn E. Armannsson; Magnus O. Ulfarsson; Jakob Sigurdsson; Han V. Nguyen; Johannes R. Sveinsson (Remote. Sens., 2021)

Sentinel-2 Sharpening Using a Single Unsupervised Convolutional Neural Network With MTF-Based Degradation Model. - Han V. Nguyen; Magnus O. Ulfarsson; Johannes R. Sveinsson; Mauro Dalla Mura (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Hyperspectral Image Denoising Using SURE-Based Unsupervised Convolutional Neural Networks. - Han V. Nguyen; Magnus O. Ulfarsson; Johannes R. Sveinsson (IEEE Trans. Geosci. Remote. Sens., 2021)

Convolutional Autoencoder for Spectral-Spatial Hyperspectral Unmixing. - Burkni Palsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IEEE Trans. Geosci. Remote. Sens., 2021)

Hyperspectral Super-Resolution by Unsupervised Convolutional Neural Network and Sure. - Han V. Nguyen; Magnus O. Ulfarsson; Johannes R. Sveinsson; Mauro Dalla Mura (IGARSS, 2022)

Deep Sparse and Low-Rank Prior for Hyperspectral Image Denoising. - Han V. Nguyen; Magnus O. Ulfarsson; Jakob Sigurdsson; Johannes R. Sveinsson (IGARSS, 2022)

Synthetic Hyperspectral Images With Controllable Spectral Variability and Ground Truth. - Burkni Palsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IEEE Geosci. Remote. Sens. Lett., 2022)

Semi-Supervised Mixtures of Factor Analyzers Feature Extraction for Hyperspectral Images. - Bin Zhao; Johannes R. Sveinsson; Magnus O. Ulfarsson; Jocelyn Chanussot (IEEE Geosci. Remote. Sens. Lett., 2022)

Fusing Sentinel-2 and Landsat 8 Satellite Images Using a Model-Based Method. - Jakob Sigurdsson; Sveinn E. Armannsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (Remote. Sens., 2022)

Blind Hyperspectral Unmixing Using Autoencoders: A Critical Comparison. - Burkni Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Deep SURE for Unsupervised Remote Sensing Image Fusion. - Han V. Nguyen; Magnus O. Ulfarsson; Johannes R. Sveinsson; Mauro Dalla Mura (IEEE Trans. Geosci. Remote. Sens., 2022)

Hyperspectral Image Denoising Using Spectral-Spatial Transform-Based Sparse and Low-Rank Representations. - Bin Zhao; Magnus O. Ulfarsson; Johannes R. Sveinsson; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2022)

Superresolving Sentinel-2 Using Learned Multispectral Regularization. - Sveinn E. Armannsson; Magnus O. Ulfarsson; Johannes R. Sveinsson; Jakob Sigurdsson (IGARSS, 2023)

Sure-Ergas: Unsupervised Deep Learning Multispectral and Hyperspectral Image Fusion. - Han V. Nguyen; Magnus O. Ulfarsson; Johannes R. Sveinsson; Mauro Dalla Mura (IGARSS, 2023)

Unsupervised Sentinel-2 Image Fusion Using a Deep Unrolling Method. - Han V. Nguyen; Magnus O. Ulfarsson; Johannes R. Sveinsson; Mauro Dalla Mura (IEEE Geosci. Remote. Sens. Lett., 2023)

Synthesis of Synthetic Hyperspectral Images with Controllable Spectral Variability Using a Generative Adversarial Network. - Burkni Palsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (Remote. Sens., 2023)