Johannes R. Sveinsson

135 papers C 63Misc 4Journal 48Unranked 20

Year	Rank	Type	Title / Venue / Authors
2023	C	`conf`	Superresolving Sentinel-2 Using Learned Multispectral Regularization. IGARSS Sveinn E. Armannsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jakob Sigurdsson
2023	C	`conf`	Sure-Ergas: Unsupervised Deep Learning Multispectral and Hyperspectral Image Fusion. IGARSS Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura
2023	J	`jnl`	Synthesis of Synthetic Hyperspectral Images with Controllable Spectral Variability Using a Generative Adversarial Network. Remote. Sens. Burkni Palsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2023	J	`jnl`	Unsupervised Sentinel-2 Image Fusion Using a Deep Unrolling Method. IEEE Geosci. Remote. Sens. Lett. Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura
2022	J	`jnl`	Blind Hyperspectral Unmixing Using Autoencoders: A Critical Comparison. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Burkni Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson
2022	J	`jnl`	Deep SURE for Unsupervised Remote Sensing Image Fusion. IEEE Trans. Geosci. Remote. Sens. Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura
2022	C	`conf`	Deep Sparse and Low-Rank Prior for Hyperspectral Image Denoising. IGARSS Han V. Nguyen, Magnus O. Ulfarsson, Jakob Sigurdsson, Johannes R. Sveinsson
2022	J	`jnl`	Fusing Sentinel-2 and Landsat 8 Satellite Images Using a Model-Based Method. Remote. Sens. Jakob Sigurdsson, Sveinn E. Armannsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2022	J	`jnl`	Hyperspectral Image Denoising Using Spectral-Spatial Transform-Based Sparse and Low-Rank Representations. IEEE Trans. Geosci. Remote. Sens. Bin Zhao, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jocelyn Chanussot
2022	C	`conf`	Hyperspectral Super-Resolution by Unsupervised Convolutional Neural Network and Sure. IGARSS Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura
2022	J	`jnl`	Semi-Supervised Mixtures of Factor Analyzers Feature Extraction for Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot
2022	J	`jnl`	Synthetic Hyperspectral Images With Controllable Spectral Variability and Ground Truth. IEEE Geosci. Remote. Sens. Lett. Burkni Palsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2021	J	`jnl`	A Comparison of Optimized Sentinel-2 Super-Resolution Methods Using Wald's Protocol and Bayesian Optimization. Remote. Sens. Sveinn E. Armannsson, Magnus O. Ulfarsson, Jakob Sigurdsson, Han V. Nguyen, Johannes R. Sveinsson
2021	J	`jnl`	Convolutional Autoencoder for Spectral-Spatial Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Burkni Palsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2021	C	`conf`	Fusing Sentinel-2 Satellite Images and Aerial RGB Images. IGARSS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2021	J	`jnl`	Hyperspectral Image Denoising Using SURE-Based Unsupervised Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson
2021	C	`conf`	Non-Local Means Low-Rank Approximation for Hyperspectral Denoising. IGARSS Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot
2021	J	`jnl`	Sentinel-2 Sharpening Using a Single Unsupervised Convolutional Neural Network With MTF-Based Degradation Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura
2021	C	`conf`	Sharpening the 20 M Bands of SENTINEL-2 Image Using an Unsupervised Convolutional Neural Network. IGARSS Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson
2021	C	`conf`	Tuning Parameter Selection for Sentinel-2 Sharpening Using Wald's Protocol. IGARSS Sveinn E. Armannsson, Jakob Sigurdsson, Johannes R. Sveinsson, Magnus O. Ulfarsson
2021	C	`conf`	Wavelet-Based Block Low-Rank Representations for Hyperspectral Denoising. IGARSS Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot
2020	C	`conf`	Creating RGB Images from Hyperspectral Images Using a Color Matching Function. IGARSS Magnus Magnusson, Jakob Sigurdsson, Sveinn Eirikur Armansson, Magnus O. Ulfarsson, Hilda Deborah, Johannes R. Sveinsson
2020	C	`conf`	Hyperspectral Images Denoising Based on Mixtures of Factor Analyzers. IGARSS Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot
2020	C	`conf`	Local Spatial-Spectral Correlation Based Mixtures of Factor Analyzers for Hyperspectral Denoising. IGARSS Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot
2020	J	`jnl`	Model-Based Reduced-Rank Pansharpening. IEEE Geosci. Remote. Sens. Lett. Frosti Palsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2020	C	`conf`	Sure Based Convolutional Neural Networks for Hyperspectral Image Denoising. IGARSS Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson
2020	J	`jnl`	Unsupervised and Supervised Feature Extraction Methods for Hyperspectral Images Based on Mixtures of Factor Analyzers. Remote. Sens. Bin Zhao, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jocelyn Chanussot
2020	C	`conf`	Zero-Shot Sentinel-2 Sharpening Using a Symmetric Skipped Connection Convolutional Neural Network. IGARSS Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jakob Sigurdsson
2019	C	`conf`	(Semi-) Supervised Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification. IGARSS Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot
2019	C	`conf`	Convolutional Autoencoder for Spatial-Spectral Hyperspectral Unmixing. IGARSS Burkni Palsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2019	C	`conf`	Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification. IGARSS Bin Zhao, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jocelyn Chanussot
2019	C	`conf`	Multitask Learning for Spatial-Spectral Hyperspectral Unmixing. IGARSS Burkni Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson
2019	C	`conf`	Optimal Component Substitution and Multi-Resolution Analysis Pansharpening Methods Using a Convolutional Neural Network. IGARSS Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson
2019	J	`jnl`	Sentinel-2 Sharpening Using a Reduced-Rank Method. IEEE Trans. Geosci. Remote. Sens. Magnus O. Ulfarsson, Frosti Palsson, Mauro Dalla Mura, Johannes R. Sveinsson
2019	J	`jnl`	Spectral-Spatial Hyperspectral Unmixing Using Multitask Learning. IEEE Access Burkni Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson
2019	C	`conf`	Weighted Blind ℓq Hyperspectral Unmixing. IGARSS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2018	C	`conf`	Blind Nonlinear Hyperspectral Unmixing Using an $\ell_{q}$ Regularizer. IGARSS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2018	J	`jnl`	Blind Sparse Nonlinear Hyperspectral Unmixing Using an ℓ IEEE Geosci. Remote. Sens. Lett. Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2018	J	`jnl`	Hyperspectral Unmixing Using a Neural Network Autoencoder. IEEE Access Burkni Palsson, Jakob Sigurdsson, Johannes R. Sveinsson, Magnus O. Ulfarsson
2018	—	`conf`	Parameter Estimation For Blind lq Hyperspectral Unmixing Using Bayesian Optimization. WHISPERS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2018	J	`jnl`	Sentinel-2 Image Fusion Using a Deep Residual Network. Remote. Sens. Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson
2018	—	`conf`	Single Sensor Image Fusion Using A Deep Convolutional Generative Adversarial Network. WHISPERS Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson
2018	—	`conf`	Single Sensor Image Fusion Using a Deep Residual Network. WHISPERS Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson
2017	C	`conf`	Fast multitemporal hyperspectral unmixing. IGARSS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2017	J	`jnl`	Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network. CoRR Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson
2017	J	`jnl`	Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson
2017	C	`conf`	Neural network hyperspectral unmixing with spectral information divergence objective. IGARSS Frosti Palsson, Jakob Sigurdsson, Johannes R. Sveinsson, Magnus O. Ulfarsson
2017	J	`jnl`	Sparse Distributed Multitemporal Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, José M. Bioucas-Dias
2017	C	`conf`	Sparse and low rank hyperspectral unmixing. IGARSS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2016	J	`jnl`	Blind Hyperspectral Unmixing Using Total Variation and ℓ IEEE Trans. Geosci. Remote. Sens. Jakob Sigurdsson, Magnus Orn Ulfarsson, Johannes R. Sveinsson
2016	J	`jnl`	Classification of Big Data With Application to Imaging Genetics. Proc. IEEE Magnus Orn Ulfarsson, Frosti Palsson, Jakob Sigurdsson, Johannes R. Sveinsson
2016	J	`jnl`	Classification of Big Data with Application to Imaging Genetics. CoRR Magnus O. Ulfarsson, Frosti Palsson, Jakob Sigurdsson, Johannes R. Sveinsson
2016	Misc	`conf`	Distributed dyadic cyclic descent for non-negative matrix factorization. ICASSP Magnus O. Ulfarsson, Victor Solo, Jakob Sigurdsson, Johannes R. Sveinsson
2016	J	`jnl`	Hyperspectral Feature Extraction Using Total Variation Component Analysis. IEEE Trans. Geosci. Remote. Sens. Behnood Rasti, Magnus Orn Ulfarsson, Johannes R. Sveinsson
2016	J	`jnl`	Hyperspectral Subspace Identification Using SURE. CoRR Behnood Rasti, Magnus O. Ulfarsson, Johannes R. Sveinsson
2016	J	`jnl`	MTF-Based Deblurring Using a Wiener Filter for CS and MRA Pansharpening Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Frosti Palsson, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson
2016	J	`jnl`	Quantitative Quality Evaluation of Pansharpened Imagery: Consistency Versus Synthesis. IEEE Trans. Geosci. Remote. Sens. Frosti Palsson, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson
2016	C	`conf`	Sparse distributed hyperspectral unmixing. IGARSS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, José M. Bioucas-Dias
2015	J	`jnl`	Hyperspectral Subspace Identification Using SURE. IEEE Geosci. Remote. Sens. Lett. Behnood Rasti, Magnus O. Ulfarsson, Johannes R. Sveinsson
2015	C	`conf`	MTF-deblurring preprocessing for CS and MRA pansharpening methods. IGARSS Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2015	C	`conf`	Model based pansharpening method based on TV and MTF deblurring. IGARSS Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2015	J	`jnl`	Model-Based Fusion of Multi- and Hyperspectral Images Using PCA and Wavelets. IEEE Trans. Geosci. Remote. Sens. Frosti Palsson, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson
2015	C	`conf`	Total variation and ℓq based hyperspectral unmixing for feature extraction and classification. IGARSS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2014	J	`jnl`	A New Pansharpening Algorithm Based on Total Variation. IEEE Geosci. Remote. Sens. Lett. Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson
2014	J	`jnl`	Automatic Spectral-Spatial Classification Framework Based on Attribute Profiles and Supervised Feature Extraction. IEEE Trans. Geosci. Remote. Sens. Pedram Ghamisi, Jón Atli Benediktsson, Johannes R. Sveinsson
2014	—	`conf`	Endmember constrained semi-supervised hyperspectral unmixing. WHISPERS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2014	J	`jnl`	Hyperspectral Image Denoising Using First Order Spectral Roughness Penalty in Wavelet Domain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Behnood Rasti, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson
2014	J	`jnl`	Hyperspectral Unmixing With l IEEE Trans. Geosci. Remote. Sens. Jakob Sigurdsson, Magnus Orn Ulfarsson, Johannes R. Sveinsson
2014	C	`conf`	Hyperspectral image denoising using a sparse low rank model and dual-tree complex wavelet transform. IGARSS Frosti Palsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2014	C	`conf`	Model based PCA/wavelet fusion of multispectral and hyperspectral images. IGARSS Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2014	C	`conf`	Semi-supervised hyperspectral unmixing. IGARSS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2014	Misc	`conf`	Sparse Gaussian noisy independent component analysis. ICASSP Frosti Palsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2014	C	`conf`	Sure based model selection for hyperspectral imaging. IGARSS Behnood Rasti, Magnus O. Ulfarsson, Johannes R. Sveinsson
2014	C	`conf`	Total variation based hyperspectral feature extraction. IGARSS Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson
2014	J	`jnl`	Wavelet-Based Sparse Reduced-Rank Regression for Hyperspectral Image Restoration. IEEE Trans. Geosci. Remote. Sens. Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson
2013	—	`conf`	First order roughness penalty for hyperspectral image denoising. WHISPERS Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson
2013	C	`conf`	Hyperspectral image denoising using a new linear model and Sparse Regularization. IGARSS Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2013	C	`conf`	Pansharpening via sparsity optimization using overcomplete transforms. IGARSS Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2013	—	`conf`	Smooth and sparse hyperspectral unmixing using an l0 penalty. WHISPERS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson
2013	C	`conf`	Smooth spectral unmixing using total variation regularization and a first order roughness penalty. IGARSS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2013	C	`conf`	Sparse representation of hyperspectral data using CUR matrix decomposition. IGARSS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2013	—	`conf`	Wavelet based sparse Principal Component Analysis for hyperspectral denoising. WHISPERS Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson
2012	C	`conf`	A new pansharpening method using an explicit image formation model regularized via Total Variation. IGARSS Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2012	C	`conf`	A smooth hyperspectral unmixing method using cyclic descent. IGARSS Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2012	J	`jnl`	Classification of Pansharpened Urban Satellite Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Frosti Palsson, Johannes R. Sveinsson, Jón Atli Benediktsson, Henrik Aanaes
2012	C	`conf`	Hyperspectral image denoising using 3D wavelets. IGARSS Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2012	C	`conf`	SAR image denoising using total variation based regularization with sure-based optimization of the regularization parameter. IGARSS Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2011	Misc	`conf`	TOF-CCD image fusion using complex wavelets. ICASSP Sigurjón Árni Guðmundsson, Johannes R. Sveinsson
2010	C	`conf`	Image fusion for classification of high resolution images based on mathematical morphology. IGARSS Frosti Palsson, Johannes R. Sveinsson, Jón Atli Benediktsson, Henrik Aanæs
2010	J	`jnl`	Improved 3D reconstruction in smart-room environments using ToF imaging. Comput. Vis. Image Underst. Sigurjón Árni Guðmundsson, Montse Pardàs, Josep R. Casas, Johannes R. Sveinsson, Henrik Aanæs, Rasmus Larsen
2010	—	`conf`	Model-Based Hand Gesture Tracking in ToF Image Sequences. AMDO Sigurjón Árni Guðmundsson, Johannes R. Sveinsson, Montse Pardàs, Henrik Aanæs, Rasmus Larsen
2009	—	`conf`	Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data. MCS Björn Waske, Jón Atli Benediktsson, Johannes R. Sveinsson
2009	—	`conf`	Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data. MCS Xavier Ceamanos, Björn Waske, Jón Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson
2009	—	`conf`	Fusion of Multisource Data Sets from Agricultural Areas for Improved Land Cover Classification. IGARSS (4) Björn Waske, Jón Atli Benediktsson, Johannes R. Sveinsson
2009	—	`conf`	Speckle Reduction of SAR Images using Sure-based Adaptive Sigmoid Thresholding in the Wavelet Domain. IGARSS (4) Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2009	—	`conf`	Speckle Reduction of TerraSAR-X Imagery using TV Segmentation. IGARSS (4) Johannes R. Sveinsson, Björn Waske, Jón Atli Benediktsson
2008	—	`conf`	Combined Wavelet and Contourlet Denoising of SAR Images. IGARSS (3) Johannes R. Sveinsson, Jón Atli Benediktsson
2008	—	`conf`	Ensemble Methods for Classification of Hyperspectral Data. IGARSS (1) Jón Atli Benediktsson, Xavier Ceamanos, Björn Waske, Jocelyn Chanussot, Johannes R. Sveinsson, Mathieu Fauvel
2008	J	`jnl`	Model-Based Satellite Image Fusion. IEEE Trans. Geosci. Remote. Sens. Henrik Aanæs, Johannes R. Sveinsson, Allan Aasbjerg Nielsen, Thomas Bøvith, Jón Atli Benediktsson
2008	—	`conf`	Speckle Reduction of SAR Images in the Bandlet Domain. IGARSS (3) Johannes R. Sveinsson, Zohra Semar, Jón Atli Benediktsson
2008	J	`jnl`	Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles. IEEE Trans. Geosci. Remote. Sens. Mathieu Fauvel, Jón Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson
2007	C	`conf`	Combined wavelet and curvelet denoising of SAR images using TV segmentation. IGARSS Johannes R. Sveinsson, Jón Atli Benediktsson
2007	C	`conf`	On spatial priors for satellite image fusion. IGARSS Henrik Aanæs, Johannes R. Sveinsson, Thomas Bøvith, Jón Atli Benediktsson
2007	C	`conf`	Smoothing of fused spectral consistent satellite images with TV-based edge detection. IGARSS Johannes R. Sveinsson, Henrik Aanæs, Jón Atli Benediktsson
2007	C	`conf`	Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles. IGARSS Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, Johannes R. Sveinsson
2006	C	`conf`	Fusion of Morphological and Spectral Information for Classification of Hyperspectal Urban Remote Sensing Data. IGARSS Jon Aevar Palmason, Jón Atli Benediktsson, Johannes R. Sveinsson, Jocelyn Chanussot
2006	J	`jnl`	Random Forests for land cover classification. Pattern Recognit. Lett. Pall Oskar Gislason, Jón Atli Benediktsson, Johannes R. Sveinsson
2006	C	`conf`	Smoothing of Fused Spectral Consistent Satellite Images. IGARSS Johannes R. Sveinsson, Jón Atli Benediktsson, H. Aanass
2005	J	`jnl`	Classification of hyperspectral data from urban areas based on extended morphological profiles. IEEE Trans. Geosci. Remote. Sens. Jón Atli Benediktsson, Jon Aevar Palmason, Johannes R. Sveinsson
2005	C	`conf`	Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis. IGARSS Jon Aevar Palmason, Jón Atli Benediktsson, Johannes R. Sveinsson, Jocelyn Chanussot
2005	C	`conf`	Random forest classifiers for hyperspectral data. IGARSS Sveinn R. Joelsson, Jón Atli Benediktsson, Johannes R. Sveinsson
2005	C	`conf`	Spectral consistent satellite image fusion: using a high resolution panchromatic and low resolution multi-spectral images. IGARSS Ari Vésteinsson, Johannes R. Sveinsson, Jón Atli Benediktsson, Henrik Aanæs
2005	C	`conf`	Street tracking based on SAR data from urban areas. IGARSS Sigurjon O. Sigurjonsson, Jón Atli Benediktsson, Johannes R. Sveinsson, Gianni Lisini, Jocelyn Chanussot
2005	—	`conf`	Translation invariant combined denoising algorithm. ISCAS (5) Birgir Bjorn Saevarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2004	C	`conf`	Combined wavelet and curvelet denoising of SAR images. IGARSS Birgir Bjorn Saevarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2004	C	`conf`	Decision level fusion in classification of hyperspectral data from urban areas. IGARSS Jón Atli Benediktsson, Jon Aevar Palmason, Johannes R. Sveinsson, Jocelyn Chanussot
2004	C	`conf`	Random Forest classification of multisource remote sensing and geographic data. IGARSS Pall Oskar Gislason, Jón Atli Benediktsson, Johannes R. Sveinsson
2004	C	`conf`	Source based feature extraction for support vector machines in hyperspectral classification. IGARSS Gisli H. Halldorsson, Jón Atli Benediktsson, Johannes R. Sveinsson
2003	J	`jnl`	Almost translation invariant wavelet transformations for speckle reduction of SAR images. IEEE Trans. Geosci. Remote. Sens. Johannes R. Sveinsson, Jón Atli Benediktsson
2003	J	`jnl`	Multisource remote sensing data classification based on consensus and pruning. IEEE Trans. Geosci. Remote. Sens. Jón Atli Benediktsson, Johannes R. Sveinsson
2003	C	`conf`	Speckle reduction of SAR images using adaptive curvelet domain. IGARSS Birgir Bjorn Saevarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2003	C	`conf`	Support vector machines in multisource classification. IGARSS Gisli H. Halldorsson, Jón Atli Benediktsson, Johannes R. Sveinsson
2003	C	`conf`	Wavelet footprints for speckle reduction of SAR images. IGARSS Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2002	C	`conf`	An investigation of multiple self-organizing feature maps for classification of multisource data. IGARSS Sigmar K. Stefansson, Jón Atli Benediktsson, Johannes R. Sveinsson
2002	C	`conf`	Double density wavelet transformation for speckle reduction of SAR images. IGARSS Johannes R. Sveinsson, Jón Atli Benediktsson
2002	J	`jnl`	Multiple classifiers applied to multisource remote sensing data. IEEE Trans. Geosci. Remote. Sens. Gunnar Jakob Briem, Jón Atli Benediktsson, Johannes R. Sveinsson
2002	C	`conf`	Speckle reduction of SAR images in the curvelet domain. IGARSS Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2002	C	`conf`	Wavelet feature extraction and genetic feature selection for multisource data. IGARSS Magnus O. Ulfarsson, Jón Atli Benediktsson, Johannes R. Sveinsson
2001	—	`conf`	Boosting, Bagging, and Consensus Based Classification of Multisource Remote Sensing Data. Multiple Classifier Systems Gunnar Jakob Briem, Jón Atli Benediktsson, Johannes R. Sveinsson
2000	—	`conf`	Consensus Based Classification of Multisource Remote Sensing Data. Multiple Classifier Systems Jón Atli Benediktsson, Johannes R. Sveinsson
1997	J	`jnl`	Hybrid consensus theoretic classification. IEEE Trans. Geosci. Remote. Sens. Jón Atli Benediktsson, Johannes R. Sveinsson, Philip H. Swain
1997	J	`jnl`	Parallel consensual neural networks. IEEE Trans. Neural Networks Jón Atli Benediktsson, Johannes R. Sveinsson, Okan K. Ersoy, Philip H. Swain
1996	Misc	`conf`	Optimized consensus theory. ICASSP Jón Atli Benediktsson, Johannes R. Sveinsson, Philip H. Swain
1995	J	`jnl`	Classification and feature extraction of AVIRIS data. IEEE Trans. Geosci. Remote. Sens. Jón Atli Benediktsson, Johannes R. Sveinsson, Kolbeinn Amason
1993	—	`conf`	Parallel consensual neural networks. ICNN Jón Atli Benediktsson, Johannes R. Sveinsson, Okan K. Ersoy, Philip H. Swain