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)

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

Smooth Principal Component Analysis with Application to Functional Magnetic Resonance Imaging. - Magnus O. Ulfarsson; Victor Solo (ICASSP (2), 2006)

Spatially Local and Temporally Smooth PCA for fMRI. - Magnus O. Ulfarsson; Victor Solo (ICIP, 2006)

Sparse Variable Principal Component Analysis with Application to Fmri. - Magnus O. Ulfarsson; Victor Solo (ISBI, 2007)

Rank selection in noist PCA with sure and random matrix theory. - Magnus O. Ulfarsson; Victor Solo (ICASSP, 2008)

Dimension Estimation in Noisy PCA With SURE and Random Matrix Theory. - Magnus O. Ulfarsson; Victor Solo (IEEE Trans. Signal Process., 2008)

Sparse Variable PCA Using Geodesic Steepest Descent. - Magnus O. Ulfarsson; Victor Solo (IEEE Trans. Signal Process., 2008)

Sparse variable PCA using a steepest descent on a Grassman manifold. - Magnus O. Ulfarsson; Victor Solo (ICASSP, 2009)

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)

Threshold selection for group sparsity. - Victor Solo; Magnus O. Ulfarsson (ICASSP, 2010)

A semiparametric PCA approach to fMRI data analysis. - Magnus O. Ulfarsson; Victor Solo (ICASSP, 2010)

Sparse variable noisy PCA using l0 penalty. - Magnus O. Ulfarsson; Victor Solo (ICASSP, 2010)

Super-resolution: an efficient method to improve spatial resolution of hyperspectral images. - Alberto Villa; Jocelyn Chanussot; Jón Atli Benediktsson; Magnus O. Ulfarsson; Christian Jutten (IGARSS, 2010)

Sparse variable reduced rank regression via Stiefel optimization. - Magnus O. Ulfarsson; Victor Solo (ICASSP, 2011)

Vector l0 Sparse Variable PCA. - Magnus O. Ulfarsson; Victor Solo (IEEE Trans. Signal Process., 2011)

Sparse loading noisy PCA using an l0 penalty. - Magnus O. Ulfarsson; Victor Solo (ICASSP, 2012)

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)

Tuning parameter selection for nonnegative matrix factorization. - Magnus O. Ulfarsson; Victor Solo (ICASSP, 2013)

The spectral-spatial classification of hyperspectral images based on Hidden Markov Random Field and its Expectation-Maximization. - Pedram Ghamisi; Jón Atli Benediktsson; Magnus O. Ulfarsson (IGARSS, 2013)

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)

Tuning Parameter Selection for Underdetermined Reduced-Rank Regression. - Magnus O. Ulfarsson; Victor Solo (IEEE Signal Process. Lett., 2013)

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

Sparse component analysis via dyadic cyclic descent. - Magnus O. Ulfarsson; Victor Solo (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)

Spectral-Spatial Classification of Hyperspectral Images Based on Hidden Markov Random Fields. - Pedram Ghamisi; Jón Atli Benediktsson; Magnus O. Ulfarsson (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)

MIST: L0 sparse linear regression with momentum. - Goran Marjanovic; Magnus O. Ulfarsson; Alfred O. Hero III (ICASSP, 2015)

Sparse and low rank decomposition using l0 penalty. - Magnus O. Ulfarsson; Victor Solo; Goran Marjanovic (ICASSP, 2015)

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)

Selecting the Number of Principal Components with SURE. - Magnus O. Ulfarsson; Victor Solo (IEEE Signal Process. 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)

Large-scale l0 sparse inverse covariance estimation. - Goran Marjanovic; Magnus O. Ulfarsson; Victor Solo (ICASSP, 2016)

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)

Automatic Hyperspectral Image Restoration Using Sparse and Low-Rank Modeling. - Behnood Rasti; Magnus Orn Ulfarsson; Pedram Ghamisi (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)

Sparse and Smooth Feature Extraction for Hyperspectral Imagery. - Behnood Rasti; Magnus O. Ulfarsson; Pedram Ghamisi (IGARSS, 2018)

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

A Low-Rank Method for Sentinel-2 Sharpening Using Cyclic Descent. - Magnus O. Ulfarsson; Mauro Dalla Mura (IGARSS, 2018)

Label Noise Robust Classification Of Hyperspectral Data. - Alina E. Maas; Behnood Rasti; Magnus O. Ulfarsson (WHISPERS, 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)

New Insights for Detecting and Deriving Thermal Properties of Lava Flow Using Infrared Satellite during 2014-2015 Effusive Eruption at Holuhraun, Iceland. - Muhammad Aufaristama; Armann Hoskuldsson; Ingibjörg Jónsdóttir; Magnus Orn Ulfarsson; Thorvaldur Thordarson (Remote. Sens., 2018)

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

A metrological spectral difference space for the statistical modelling of hyperspectral images. - Hilda Deborah; Noël Richard; Magnús Örn Úlfarsson; Jón Atli Benediktsson; Jon Yngve Hardeberg (IGARSS, 2019)

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)

The 2014-2015 Lava Flow Field at Holuhraun, Iceland: Using Airborne Hyperspectral Remote Sensing for Discriminating the Lava Surface. - Muhammad Aufaristama; Armann Hoskuldsson; Magnus Orn Ulfarsson; Ingibjörg Jónsdóttir; Thorvaldur Thordarson (Remote. Sens., 2019)

Hyperspectral Feature Extraction Using Sparse and Smooth Low-Rank Analysis. - Behnood Rasti; Pedram Ghamisi; Magnus O. Ulfarsson (Remote. Sens., 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)

Fully Constrained Least Squares Linear Spectral Unmixing of The Scream (Verso, 1893). - Hilda Deborah; Magnus Orn Ulfarsson; Jakob Sigurdsson (WHISPERS, 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)

Predicting Classification Performance for Benchmark Hyperspectral Datasets. - Bin Zhao; Haukur Isfeld Ragnarsson; Magnus O. Ulfarsson; Gabriele Cavallaro; Jón Atli Benediktsson (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)

Model-Based Demosaicking for Acquisitions by a Rgbw Color Filter Array. - Matthieu Muller; Daniele Picone; Mauro Dalla Mura; Magnus O. Ulfarsson (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)

Hyperspectral Image Denoising Using Low-Rank and Sparse Model Based Deep Unrolling. - Bin Zhao; Magnus O. Ulfarsson; Jakob Sigurdsson (IGARSS, 2023)

Spectral-Spatial Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification. - Bin Zhao; Zhao Yuan; Jakob Sigurdsson; Magnus O. Ulfarsson (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)

Pattern-Invariant Unrolling for Robust Demosaicking. - Matthieu Muller; Daniele Picone; Mauro Dalla Mura; Magnus O. Ulfarsson (EUSIPCO, 2024)

Exploring Transformer-Based Direction-of-Arrival Estimation Over Sea Surface: A BERT Approach With Physics-Based Loss Function. - Xiuyi Zhao; Jón Atli Benediktsson; Ying Yang 017; Kun-Shan Chen; Magnús Örn Úlfarsson (IEEE Trans. Geosci. Remote. Sens., 2024)

Physical Interpretation of Microwave Emission From Snow-Covered Stratified Sea Ice With Rough Boundaries. - Ying Yang 017; Kun-Shan Chen; Jón Atli Benediktsson; Magnús Örn Úlfarsson (IEEE Trans. Geosci. Remote. Sens., 2025)