Johannes R. Sveinsson

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Multitask Learning for Spatial-Spectral Hyperspectral Unmixing

Johannes R. Sveinsson, Burkni Palsson, Magnus O. Ulfarsson, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Review of applications of wavelets in speckle reduction and enhancement of SAR images

Johannes R. Sveinsson, Jon Atli Benediktsson, 2002, SPIE Remote Sensing.

Hybrid consensus theoretic classification

Johannes R. Sveinsson, Jon Atli Benediktsson, P. H. Swain, 1996, IGARSS '96. 1996 International Geoscience and Remote Sensing Symposium.

Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data

Johannes R. Sveinsson, Jon Atli Benediktsson, Björn Waske, 2009, MCS.

Speckle reduction of SAR images in the complex wavelet domain

Johannes R. Sveinsson, Jon Atli Benediktsson, 2001, IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217).

An investigation of multiple self-organizing feature maps for classification of multisource data

Johannes R. Sveinsson, Jon Atli Benediktsson, Sigmar K. Stefansson, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Semi-Supervised Mixtures of Factor Analyzers Feature Extraction for Hyperspectral Images

Johannes R. Sveinsson, Jocelyn Chanussot, Magnus O. Ulfarsson, 2020 .

Combined wavelet and curvelet denoising of SAR images using TV segmentation

Johannes R. Sveinsson, Jon Atli Benediktsson, J. R. Sveinsson, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Sparse distributed hyperspectral unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, José M. Bioucas-Dias, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Fusion of multisource data sets from agricultural areas for improved land cover classification

Johannes R. Sveinsson, Jon Atli Benediktsson, Björn Waske, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Wavelet based hyperspectral image restoration using spatial and spectral penalties

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2013, Remote Sensing.

Speckle reduction of SAR images using sure-based adaptive Sigmoid thresholding in the wavelet domain

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Smooth spectral unmixing using total variation regularization and a first order roughness penalty

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Wavelet-Based Sparse Reduced-Rank Regression for Hyperspectral Image Restoration

Johannes R. Sveinsson, Magnus O. Ulfarsson, Behnood Rasti, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Decision level fusion in classification of hyperspectral data from urban areas

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

Neural network hyperspectral unmixing with spectral information divergence objective

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Boosting, Bagging, and Consensus Based Classification of Multisource Remote Sensing Data

Johannes R. Sveinsson, Jon Atli Benediktsson, Gunnar Jakob Briem, 2001, Multiple Classifier Systems.

Model-Based Reduced-Rank Pansharpening

Johannes R. Sveinsson, Magnus O. Ulfarsson, Frosti Palsson, 2020, IEEE Geoscience and Remote Sensing Letters.

Sparse and low rank hyperspectral unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

First order roughness penalty for hyperspectral image denoising

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network

Johannes R. Sveinsson, Magnus O. Ulfarsson, Frosti Palsson, 2017, IEEE Geoscience and Remote Sensing Letters.

Convolutional Autoencoder for Spatial-Spectral Hyperspectral Unmixing

Johannes R. Sveinsson, Burkni Palsson, Magnus O. Ulfarsson, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Hybrid consensus theoretic classification

Johannes R. Sveinsson, Jon Atli Benediktsson, Philip H. Swain, 1997, IEEE Trans. Geosci. Remote. Sens..

Unsupervised and Supervised Feature Extraction Methods for Hyperspectral Images Based on Mixtures of Factor Analyzers

Johannes R. Sveinsson, Jocelyn Chanussot, Magnus O. Ulfarsson, 2020, Remote. Sens..

Hyperspectral image denoising using a new linear model and Sparse Regularization

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Hyperspectral image denoising using a sparse low rank model and dual-tree complex wavelet transform

Johannes R. Sveinsson, Magnus O. Ulfarsson, Frosti Palsson, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Classification of Pansharpened Urban Satellite Images

Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2008, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Almost translation invariant wavelet transformations for speckle reduction of SAR images

Johannes R. Sveinsson, Jon Atli Benediktsson, J. R. Sveinsson, 2003, IEEE Trans. Geosci. Remote. Sens..

Hyperspectral Image Denoising Using SURE-Based Unsupervised Convolutional Neural Networks

Johannes R. Sveinsson, Magnus O. Ulfarsson, Han Nguyen, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Sparse representation of hyperspectral data using CUR matrix decomposition

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Double density wavelet transformation for speckle reduction of SAR images

Johannes R. Sveinsson, Jon Atli Benediktsson, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral Subspace Identification Using SURE

Johannes R. Sveinsson, Magnus O. Ulfarsson, Behnood Rasti, 2015, IEEE Geoscience and Remote Sensing Letters.

(Semi-) Supervised Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification

Johannes R. Sveinsson, Jocelyn Chanussot, Magnus O. Ulfarsson, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral Unmixing Using a Neural Network Autoencoder

Johannes R. Sveinsson, Magnus O. Ulfarsson, Burkni Palsson, 2018, IEEE Access.

Blind Nonlinear Hyperspectral Unmixing Using an $\ell_{q}$ Regularizer

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Optimized consensus theory

Johannes R. Sveinsson, Jon Atli Benediktsson, P. H. Swain, 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

Optimized combination, regularization, and pruning in parallel consensual neural networks

Johannes R. Sveinsson, Jon Atli Benediktsson, Lars Kai Hansen, 1998, Remote Sensing.

Translation invariant combined denoising algorithm

B. B. Saevarsson, Johannes R. Sveinsson, Jon Atli Benediktsson, 2005, 2005 IEEE International Symposium on Circuits and Systems.

Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2007, IEEE Transactions on Geoscience and Remote Sensing.

Model based PCA/wavelet fusion of multispectral and hyperspectral images

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Parallel consensual neural networks

Johannes R. Sveinsson, Jon Atli Benediktsson, Philip H. Swain, 1997, IEEE Trans. Neural Networks.

Smooth and sparse hyperspectral unmixing using an l0 penalty

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

TOF-CCD image fusion using complex wavelets

Johannes R. Sveinsson, Sigurjón Árni Guðmundsson, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Combined Wavelet and Contourlet Denoising of SAR Images

Johannes R. Sveinsson, Jon Atli Benediktsson, J. R. Sveinsson, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Consensus Based Classification of Multisource Remote Sensing Data

Johannes R. Sveinsson, Jon Atli Benediktsson, J. Benediktsson, 2000, Multiple Classifier Systems.

An extension of parametric decision boundary feature extraction (DBFE) for classification of hyperdimensional data

Johannes R. Sveinsson, K. Benedikisson, H. Benedikisson, 1998, IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174).

Optimized combination of neural networks

Johannes R. Sveinsson, Jon Atli Benediktsson, Okan K. Ersoy, 1996, 1996 IEEE International Symposium on Circuits and Systems. Circuits and Systems Connecting the World. ISCAS 96.

Sentinel-2 Sharpening Using a Reduced-Rank Method

Johannes R. Sveinsson, Magnus O. Ulfarsson, Mauro Dalla Mura, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Cluster-Based Feature Extraction and Data Domain

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2001 .

Combined wavelet and curvelet denoising of SAR images

B. B. Saevarsson, Johannes R. Sveinsson, Jon Atli Benediktsson, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

Smoothing of fused spectral consistent satellite images with TV-based edge detection

Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Wavelet-package transformation as a preprocessor of EEG waveforms for classification

Johannes R. Sveinsson, Jon Atli Benediktsson, G. Saevarsson, 1997, Proceedings of the 19th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 'Magnificent Milestones and Emerging Opportunities in Medical Engineering' (Cat. No.97CH36136).

Speckle Reduction of SAR Images in the Bandlet Domain

Johannes R. Sveinsson, Jon Atli Benediktsson, J. R. Sveinsson, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Wavelet feature extraction and genetic feature selection for multisource data

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Sure based model selection for hyperspectral imaging

Johannes R. Sveinsson, Magnus O. Ulfarsson, Behnood Rasti, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Hyperspectral Unmixing With $l_{q}$ Regularization

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2014, IEEE Transactions on Geoscience and Remote Sensing.

A smooth hyperspectral unmixing method using cyclic descent

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Model-Based Fusion of Multi- and Hyperspectral Images Using PCA and Wavelets

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Spectral consistent satellite image fusion: using a high resolution panchromatic and low resolution multi-spectral images

Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2010 .

Model-Based Hand Gesture Tracking in ToF Image Sequences

Rasmus Larsen, Johannes R. Sveinsson, Montse Pardàs, 2010, AMDO.

Cancellation of nonlinear intersymbol interference in voiceband communication channels

Johannes R. Sveinsson, Jon Atli Benediktsson, T. Thormundsson, 1997, 1997 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, PACRIM. 10 Years Networking the Pacific Rim, 1987-1997.

Source based feature extraction for support vector machines in hyperspectral classification

Johannes R. Sveinsson, Jon Atli Benediktsson, Gisli H. Halldorsson, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

A New Pansharpening Algorithm Based on Total Variation

Johannes R. Sveinsson, Magnus O. Ulfarsson, Frosti Palsson, 2014, IEEE Geoscience and Remote Sensing Letters.

Single Sensor Image Fusion Using A Deep Convolutional Generative Adversarial Network

Johannes R. Sveinsson, Magnus O. Ulfarsson, Frosti Palsson, 2018, 2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Data fusion and feature extraction using tree structured filter banks

Johannes R. Sveinsson, Jon Atli Benediktsson, 2000, IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120).

Parallel consensual neural networks

Johannes R. Sveinsson, Jon Atli Benediktsson, P. H. Swain, 1993, IEEE International Conference on Neural Networks.

Blind Hyperspectral Unmixing Using Total Variation and $\ell_q$ Sparse Regularization

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Wavelet based sparse Principal Component Analysis for hyperspectral denoising

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Parameter Estimation For Blind lq Hyperspectral Unmixing Using Bayesian Optimization

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2018, 2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Classification of hyperdimensional data using data fusion approaches

Johannes R. Sveinsson, Jon Atli Benediktsson, 1997, IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development.

Hyperspectral Feature Extraction Using Total Variation Component Analysis

Johannes R. Sveinsson, Magnus O. Ulfarsson, Behnood Rasti, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Classification and feature extraction of hyperdimensional data using LOOC covariance estimation

Johannes R. Sveinsson, Jon Atli Benediktsson, J. I. Ingimundarson, 1997, IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development.

Model-Based Satellite Image Fusion

Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs, 2008, IEEE Transactions on Geoscience and Remote Sensing.

Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2009, MCS.

Multisource remote sensing data classification based on consensus and pruning

Johannes R. Sveinsson, Jon Atli Benediktsson, J. Benediktsson, 2003, IEEE Trans. Geosci. Remote. Sens..

Wavelet footprints for speckle reduction of SAR images

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).

Model based pansharpening method based on TV and MTF deblurring

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Multiple classifiers applied to multisource remote sensing data

Johannes R. Sveinsson, Jon Atli Benediktsson, Gunnar Jakob Briem, 2002, IEEE Trans. Geosci. Remote. Sens..

Support vector machines in multisource classification

Johannes R. Sveinsson, Jon Atli Benediktsson, Gisli Hreinn Halldorsson, 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).

MTF-Based Deblurring Using a Wiener Filter for CS and MRA Pansharpening Methods

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Spectral-Spatial Hyperspectral Unmixing Using Multitask Learning

Johannes R. Sveinsson, Magnus O. Ulfarsson, Burkni Palsson, 2019, IEEE Access.

Sparse Gaussian noisy independent component analysis

Johannes R. Sveinsson, Magnus O. Ulfarsson, Frosti Palsson, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Semi-supervised hyperspectral unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Hyperspectral Image Denoising Using First Order Spectral Roughness Penalty in Wavelet Domain

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Weighted Blind ℓq Hyperspectral Unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Single Sensor Image Fusion Using a Deep Residual Network

Johannes R. Sveinsson, Magnus O. Ulfarsson, Frosti Palsson, 2018, 2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Improved 3D reconstruction in smart-room environments using ToF imaging

Rasmus Larsen, Johannes R. Sveinsson, Montse Pardàs, 2010, Comput. Vis. Image Underst..

Classification of remote sensing imagery with high spatial resolution

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2005, SPIE Remote Sensing.

Speckle reduction of SAR images in the curvelet domain

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Smoothing of Fused Spectral Consistent Satellite Images

Johannes R. Sveinsson, Jon Atli Benediktsson, H. Aanass, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

Image fusion for classification of high resolution images based on mathematical morphology

Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral image denoising using 3D wavelets

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Feature extraction for neural network classifiers using wavelets and tree structured filter banks

Johannes R. Sveinsson, Jon Atli Benediktsson, O. Hilmarsson, 1997, IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development.

Classification of hyperspectral data from urban areas based on extended morphological profiles

Johannes R. Sveinsson, Jon Atli Benediktsson, Jon Aevar Palmason, 2005, IEEE Transactions on Geoscience and Remote Sensing.

Translation invariant wavelets for speckle reduction of SAR images

Johannes R. Sveinsson, Jon Atli Benediktsson, O. Hilmarsson, 1998, IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174).

Convolutional Autoencoder for Spectral-Spatial Hyperspectral Unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, Burkni Palsson, 2021, IEEE Trans. Geosci. Remote. Sens..

On spatial priors for satellite image fusio

Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Use of multiple classifiers in classification of data from multiple data sources

Johannes R. Sveinsson, Jon Atli Benediktsson, G. J. Briem, 2001, IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217).

Ensemble Methods for Classification of Hyperspectral Data

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Total variation and ℓq based hyperspectral unmixing for feature extraction and classification

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Pansharpening via sparsity optimization using overcomplete transforms

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Speckle reduction and enhancement of SAR images using multiwavelets and adaptive thresholding

Johannes R. Sveinsson, Jon Atli Benediktsson, J. Benediktsson, 1999, Remote Sensing.

Endmember constrained semi-supervised hyperspectral unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Tree structured filter banks for speckle reduction of SAR images

Classification of Big Data With Application to Imaging Genetics

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2016, Proceedings of the IEEE.

SAR image denoising using total variation based regularization with sure-based optimization of the regularization parameter

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Random forest classifiers for hyperspectral data

Johannes R. Sveinsson, Jon Atli Benediktsson, J. R. Sveinsson, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

Quantitative Quality Evaluation of Pansharpened Imagery: Consistency Versus Synthesis

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral image restoration using wavelets

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2013, Remote Sensing.

Classification and feature extraction of AVIRIS data

Johannes R. Sveinsson, Jon Atli Benediktsson, Kolbeinn Amason, 1995, IEEE Trans. Geosci. Remote. Sens..

Fast multitemporal hyperspectral unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Speckle reduction and enhancement of SAR images in the wavelet domain

Johannes R. Sveinsson, Jon Atli Benediktsson, 1996, IGARSS '96. 1996 International Geoscience and Remote Sensing Symposium.

Random Forest Classification of Remote Sensing Data

Johannes R. Sveinsson, Jon Atli Benediktsson, J. R. Sveinsson, 2006 .

Feature Extraction for Neural Network Classifiers

Johannes R. Sveinsson, Jon Atli Benediktsson, 1997 .

Data fusion and feature extraction in the wavelet domain

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2003 .

Total variation based hyperspectral feature extraction

Johannes R. Sveinsson, Magnus O. Ulfarsson, Behnood Rasti, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Street tracking based on SAR data from urban areas

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

Automatic Spectral–Spatial Classification Framework Based on Attribute Profiles and Supervised Feature Extraction

Johannes R. Sveinsson, Jon Atli Benediktsson, Pedram Ghamisi, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Random Forest classification of multisource remote sensing and geographic data

Johannes R. Sveinsson, Jon Atli Benediktsson, Pall Oskar Gislason, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

Sparse Distributed Multitemporal Hyperspectral Unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, José M. Bioucas-Dias, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Feature extraction based on LOOC estimation

Johannes R. Sveinsson, Jon Atli Benediktsson, Jakob Sigurdsson, 1998, IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174).

Fusion of Morphological and Spectral Information for Classification of Hyperspectal Urban Remote Sensing Data

Johannes R. Sveinsson, Jon Atli Benediktsson, Jocelyn Chanussot, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

Sentinel-2 Image Fusion Using a Deep Residual Network

Johannes R. Sveinsson, Magnus O. Ulfarsson, Frosti Palsson, 2018, Remote. Sens..

Distributed dyadic cyclic descent for non-negative matrix factorization

Johannes R. Sveinsson, Victor Solo, Magnus O. Ulfarsson, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A new pansharpening method using an explicit image formation model regularized via Total Variation

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification

Johannes R. Sveinsson, Jocelyn Chanussot, Magnus O. Ulfarsson, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

MTF-deblurring preprocessing for CS and MRA pansharpening methods

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Multiple wavelet transforms for speckle reduction of SAR images

Johannes R. Sveinsson, Jon Atli Benediktsson, A. M. Hrafnkelsson, 1999, IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293).

Speckle reduction of TerraSAR-X imagery using TV segmentation

Johannes R. Sveinsson, Jon Atli Benediktsson, Björn Waske, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Random Forests for land cover classification

Johannes R. Sveinsson, Jon Atli Benediktsson, J. R. Sveinsson, 2006, Pattern Recognit. Lett..

Optimal Component Substitution and Multi-Resolution Analysis Pansharpening Methods Using a Convolutional Neural Network

Johannes R. Sveinsson, Magnus O. Ulfarsson, Frosti Palsson, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Sentinel-2 Sharpening Using a Single Unsupervised Convolutional Neural Network With MTF-Based Degradation Model

Johannes R. Sveinsson, Magnus O. Ulfarsson, Mauro Dalla Mura, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Tuning Parameter Selection for Sentinel-2 Sharpening Using Wald's Protocol

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Fusing Sentinel-2 Satellite Images and Aerial RGB Images

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Sharpening the 20 M Bands of SENTINEL-2 Image Using an Unsupervised Convolutional Neural Network

Johannes R. Sveinsson, Magnus O. Ulfarsson, Han V. Nguyen, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Wavelet-Based Block Low-Rank Representations for Hyperspectral Denoising

Johannes R. Sveinsson, Jocelyn Chanussot, Magnus O. Ulfarsson, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Non-Local Means Low-Rank Approximation for Hyperspectral Denoising

Johannes R. Sveinsson, Jocelyn Chanussot, Magnus O. Ulfarsson, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

A Comparison of Optimized Sentinel-2 Super-Resolution Methods Using Wald's Protocol and Bayesian Optimization

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2021, Remote. Sens..

Feature extraction for multisource data classification with artificial neural networks

Johannes R. Sveinsson, Jon Atli Benediktsson, J. Benediktsson, 1997 .

Morphological pre-processing for classification of hyperspectral data from urban areas

Johannes R. Sveinsson, Jon Atli Benediktsson, J. A. Palmason, 2003, IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, 2003.

Minimal balanced realization of transfer function matrices using Markov parameters

Johannes R. Sveinsson, Frederick W. Fairman, F. Fairman, 1985 .

Separately balanced realization and model reduction of 2-D separable-denominator transfer functions from input - output data

Johannes R. Sveinsson, Frederick W. Fairman, F. Fairman, 1987 .