Johannes R. Sveinsson

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Weighted Blind ℓq Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Convolutional Autoencoder for Spatial-Spectral Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Burkni Palsson

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multitask Learning for Spatial-Spectral Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Burkni Palsson

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Sentinel-2 Image Fusion Using a Deep Residual Network.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Blind Sparse Nonlinear Hyperspectral Unmixing Using an ℓq Penalty.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

Hyperspectral Unmixing Using a Neural Network Autoencoder.

[BibT_eX]

[DOI]

Burkni Palsson

IEEE Access, 2018

Parameter Estimation For Blind lq Hyperspectral Unmixing Using Bayesian Optimization.

[BibT_eX]

[DOI]

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Single Sensor Image Fusion Using A Deep Convolutional Generative Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Single Sensor Image Fusion Using a Deep Residual Network.

[BibT_eX]

[DOI]

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Sparse Distributed Multitemporal Hyperspectral Unmixing.

[BibT_eX]

[DOI]

José M. Bioucas-Dias

IEEE Trans. Geosci. Remote. Sens., 2017

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

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Sparse and low rank hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fast multitemporal hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Neural network hyperspectral unmixing with spectral information divergence objective.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Blind Hyperspectral Unmixing Using Total Variation and ℓq Sparse Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Hyperspectral Feature Extraction Using Total Variation Component Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Quantitative Quality Evaluation of Pansharpened Imagery: Consistency Versus Synthesis.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

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

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Classification of Big Data With Application to Imaging Genetics.

[BibT_eX]

[DOI]

Proc. IEEE, 2016

Sparse distributed hyperspectral unmixing.

[BibT_eX]

[DOI]

José M. Bioucas-Dias

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Distributed dyadic cyclic descent for non-negative matrix factorization.

[BibT_eX]

[DOI]

Victor Solo

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

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

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Hyperspectral Subspace Identification Using SURE.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2015

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

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

MTF-deblurring preprocessing for CS and MRA pansharpening methods.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Model based pansharpening method based on TV and MTF deblurring.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Hyperspectral Unmixing With lq Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

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

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

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

[BibT_eX]

[DOI]

Pedram Ghamisi

IEEE Trans. Geosci. Remote. Sens., 2014

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

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A New Pansharpening Algorithm Based on Total Variation.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2014

Endmember constrained semi-supervised hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Semi-supervised hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Sure based model selection for hyperspectral imaging.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Total variation based hyperspectral feature extraction.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

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

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Model based PCA/wavelet fusion of multispectral and hyperspectral images.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Sparse Gaussian noisy independent component analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Smooth and sparse hyperspectral unmixing using an l0 penalty.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Wavelet based sparse Principal Component Analysis for hyperspectral denoising.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

First order roughness penalty for hyperspectral image denoising.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

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

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Sparse representation of hyperspectral data using CUR matrix decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Hyperspectral image denoising using a new linear model and Sparse Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Pansharpening via sparsity optimization using overcomplete transforms.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

Classification of Pansharpened Urban Satellite Images.

[BibT_eX]

[DOI]

Henrik Aanaes

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

A smooth hyperspectral unmixing method using cyclic descent.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Hyperspectral image denoising using 3D wavelets.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

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

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

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

[BibT_eX]

[DOI]

Sigurjón Árni Guðmundsson

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

TOF-CCD image fusion using complex wavelets.

[BibT_eX]

[DOI]

Sigurjón Árni Guðmundsson

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

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

[BibT_eX]

[DOI]

Montse Pardàs

Josep R. Casas

Rasmus Larsen

Comput. Vis. Image Underst., 2010

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

[BibT_eX]

[DOI]

Sigurjón Árni Guðmundsson

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Model-Based Hand Gesture Tracking in ToF Image Sequences.

[BibT_eX]

[DOI]

Montse Pardàs

Rasmus Larsen

Proceedings of the Articulated Motion and Deformable Objects, 6th International Conference, 2010

2009

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

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data.

[BibT_eX]

[DOI]

Xavier Ceamanos

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Fusion of Multisource Data Sets from Agricultural Areas for Improved Land Cover Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Speckle Reduction of TerraSAR-X Imagery using TV Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Speckle Reduction of SAR Images using Sure-based Adaptive Sigmoid Thresholding in the Wavelet Domain.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008

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

[BibT_eX]

[DOI]

Mathieu Fauvel

IEEE Trans. Geosci. Remote. Sens., 2008

Model-Based Satellite Image Fusion.

[BibT_eX]

[DOI]

Allan Aasbjerg Nielsen

Thomas Bøvith

IEEE Trans. Geosci. Remote. Sens., 2008

Speckle Reduction of SAR Images in the Bandlet Domain.

[BibT_eX]

[DOI]

Zohra Semar

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Combined Wavelet and Contourlet Denoising of SAR Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Ensemble Methods for Classification of Hyperspectral Data.

[BibT_eX]

[DOI]

Xavier Ceamanos

Mathieu Fauvel

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

Combined wavelet and curvelet denoising of SAR images using TV segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

On spatial priors for satellite image fusion.

[BibT_eX]

[DOI]

Thomas Bøvith

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006

Random Forests for land cover classification.

[BibT_eX]

[DOI]

Pall Oskar Gislason

Pattern Recognit. Lett., 2006

Smoothing of Fused Spectral Consistent Satellite Images.

[BibT_eX]

[DOI]

H. Aanass

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2005

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

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2005

Translation invariant combined denoising algorithm.

[BibT_eX]

[DOI]

Birgir Bjorn Saevarsson

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

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

[BibT_eX]

[DOI]

Ari Vésteinsson

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Street tracking based on SAR data from urban areas.

[BibT_eX]

[DOI]

Sigurjon O. Sigurjonsson

Gianni Lisini

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Random forest classifiers for hyperspectral data.

[BibT_eX]

[DOI]

Sveinn R. Joelsson

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004

Combined wavelet and curvelet denoising of SAR images.

[BibT_eX]

[DOI]

Birgir Bjorn Saevarsson

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Source based feature extraction for support vector machines in hyperspectral classification.

[BibT_eX]

[DOI]

Gisli H. Halldorsson

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Random Forest classification of multisource remote sensing and geographic data.

[BibT_eX]

[DOI]

Pall Oskar Gislason

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Decision level fusion in classification of hyperspectral data from urban areas.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2003

Almost translation invariant wavelet transformations for speckle reduction of SAR images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2003

Multisource remote sensing data classification based on consensus and pruning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2003

Wavelet footprints for speckle reduction of SAR images.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Speckle reduction of SAR images using adaptive curvelet domain.

[BibT_eX]

[DOI]

Birgir Bjorn Saevarsson

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Support vector machines in multisource classification.

[BibT_eX]

[DOI]

Gisli H. Halldorsson

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002

Multiple classifiers applied to multisource remote sensing data.

[BibT_eX]

[DOI]

Gunnar Jakob Briem

IEEE Trans. Geosci. Remote. Sens., 2002

Speckle reduction of SAR images in the curvelet domain.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Wavelet feature extraction and genetic feature selection for multisource data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Double density wavelet transformation for speckle reduction of SAR images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

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

[BibT_eX]

[DOI]

Sigmar K. Stefansson

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

2001

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

[BibT_eX]

[DOI]

Gunnar Jakob Briem

Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001

2000

Consensus Based Classification of Multisource Remote Sensing Data.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, First International Workshop, 2000

1997

Parallel consensual neural networks.

[BibT_eX]

[DOI]

Okan K. Ersoy

Philip H. Swain

IEEE Trans. Neural Networks, 1997

Hybrid consensus theoretic classification.

[BibT_eX]

[DOI]

Philip H. Swain

IEEE Trans. Geosci. Remote. Sens., 1997

1996

Optimized consensus theory.

[BibT_eX]

[DOI]

Philip H. Swain

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995

Classification and feature extraction of AVIRIS data.

[BibT_eX]

[DOI]