J. R. Sveinsson

发表

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

J. Sigurdsson, M. O. Ulfarsson, J. R. Sveinsson, 2018, IEEE Geoscience and Remote Sensing Letters.

Simplifying basic H/sub /spl infin// problems

J. R. Sveinsson, F. W. Fairman, 1994, Proceedings of 1994 33rd IEEE Conference on Decision and Control.

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.

Parallel consensual neural networks

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

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..

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.

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.

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..

Model-Based Reduced-Rank Pansharpening

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

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.

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.

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.

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.

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.

Creating RGB Images from Hyperspectral Images Using a Color Matching Function

J. R. Sveinsson, J. Sveinsson, H. Deborah, 2020, IGARSS 2020 - 2020 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..

Mapping of hyperspectral AVIRIS data using machine-learning algorithms

J. R. Sveinsson, J. Benediktsson, K. Árnason, 2009 .

Multiple classifiers applied to multisource remote sensing data

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

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

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

Convolutional Autoencoder for Spectral-Spatial Hyperspectral Unmixing

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

Spectral-Spatial Hyperspectral Unmixing Using Multitask Learning

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

Blind Hyperspectral Unmixing Using Autoencoders: A Critical Comparison

J. R. Sveinsson, J. Sveinsson, M. Ulfarsson, 2022, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hyperspectral Unmixing Using a Neural Network Autoencoder

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

A New Pansharpening Algorithm Based on Total Variation

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

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.

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.

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.

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).

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 Remote Sensing Data

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

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..

Hyperspectral Subspace Identification Using SURE

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

Total variation based hyperspectral feature extraction

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

Hyperspectral image restoration using wavelets

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

Wavelet based hyperspectral image restoration using spatial and spectral penalties

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

Hyperspectral image denoising using 3D wavelets

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

Hyperspectral Image Denoising Using Spectral-Spatial Transform-Based Sparse and Low-Rank Representations

J. R. Sveinsson, J. Chanussot, J. Sveinsson, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Classification of Big Data With Application to Imaging Genetics

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

Hyperspectral Unmixing With $l_{q}$ Regularization

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

Synthesis of Synthetic Hyperspectral Images with Controllable Spectral Variability Using a Generative Adversarial Network

J. R. Sveinsson, J. Sveinsson, M. Ulfarsson, 2023, Remote. Sens..

(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.

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.

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).

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.

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.

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.

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

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

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.

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.

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.

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.

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.

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..

Multistage classifiers optimized by neural networks and genetic algorithms

J. R. Sveinsson, J. I. Ingimundarson, J. Benediktsson, 1997 .

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

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

Weighted Blind ℓq Hyperspectral Unmixing

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

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).

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.

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

J. R. Sveinsson, J. Benediktsson, J. Chanussot, 2008, IEEE Transactions on Geoscience and Remote Sensing.

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.

Deep SURE for Unsupervised Remote Sensing Image Fusion

J. R. Sveinsson, J. Sveinsson, M. Ulfarsson, 2022, IEEE Transactions on Geoscience and Remote Sensing.