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Magnus Ulfarsson
Magnus Ulfarsson
Professor, Electrical and Computer Engineering, University of Iceland
Verificeret mail på hi.is
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Large-scale integration of the plasma proteome with genetics and disease
E Ferkingstad, P Sulem, BA Atlason, G Sveinbjornsson, MI Magnusson, ...
Nature genetics 53 (12), 1712-1721, 2021
7572021
Brain age prediction using deep learning uncovers associated sequence variants
BA Jónsson, G Bjornsdottir, TE Thorgeirsson, LM Ellingsen, GB Walters, ...
Nature communications 10 (1), 5409, 2019
3812019
Multispectral and hyperspectral image fusion using a 3-D-convolutional neural network
F Palsson, JR Sveinsson, MO Ulfarsson
IEEE Geoscience and Remote Sensing Letters 14 (5), 639-643, 2017
3482017
The sequences of 150,119 genomes in the UK Biobank
BV Halldorsson, HP Eggertsson, KHS Moore, H Hauswedell, O Eiriksson, ...
Nature 607 (7920), 732-740, 2022
3262022
A new pansharpening algorithm based on total variation
F Palsson, JR Sveinsson, MO Ulfarsson
IEEE Geoscience and Remote Sensing Letters 11 (1), 318-322, 2013
3082013
A new benchmark based on recent advances in multispectral pansharpening: Revisiting pansharpening with classical and emerging pansharpening methods
G Vivone, M Dalla Mura, A Garzelli, R Restaino, G Scarpa, MO Ulfarsson, ...
IEEE Geoscience and Remote Sensing Magazine 9 (1), 53-81, 2020
2832020
Hyperspectral unmixing using a neural network autoencoder
B Palsson, J Sigurdsson, JR Sveinsson, MO Ulfarsson
IEEE Access 6, 25646-25656, 2018
2322018
Convolutional autoencoder for spectral–spatial hyperspectral unmixing
B Palsson, MO Ulfarsson, JR Sveinsson
IEEE Transactions on Geoscience and Remote Sensing 59 (1), 535-549, 2020
2122020
Spectral–Spatial Classification of Hyperspectral Images Based on Hidden Markov Random Fields
P Ghamisi, JA Benediktsson, MO Ulfarsson
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International …, 2013
2102013
Model-based fusion of multi-and hyperspectral images using PCA and wavelets
F Palsson, JR Sveinsson, MO Ulfarsson, JA Benediktsson
IEEE transactions on Geoscience and Remote Sensing 53 (5), 2652-2663, 2014
1852014
Large-scale plasma proteomics comparisons through genetics and disease associations
GH Eldjarn, E Ferkingstad, SH Lund, H Helgason, OT Magnusson, ...
Nature 622 (7982), 348-358, 2023
1462023
Multiomics study of nonalcoholic fatty liver disease
G Sveinbjornsson, MO Ulfarsson, RB Thorolfsdottir, BA Jonsson, ...
Nature genetics 54 (11), 1652-1663, 2022
1312022
Dimension estimation in noisy PCA with SURE and random matrix theory
MO Ulfarsson, V Solo
IEEE transactions on signal processing 56 (12), 5804-5816, 2008
1192008
Hyperspectral feature extraction using total variation component analysis
B Rasti, MO Ulfarsson, JR Sveinsson
IEEE Transactions on Geoscience and Remote Sensing 54 (12), 6976-6985, 2016
1182016
Hyperspectral image denoising using first order spectral roughness penalty in wavelet domain
B Rasti, JR Sveinsson, MO Ulfarsson, JA Benediktsson
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2013
1042013
Hyperspectral image denoising using 3D wavelets
B Rasti, JR Sveinsson, MO Ulfarsson, JA Benediktsson
2012 IEEE International Geoscience and Remote Sensing Symposium, 1349-1352, 2012
1002012
Quantitative quality evaluation of pansharpened imagery: Consistency versus synthesis
F Palsson, JR Sveinsson, MO Ulfarsson, JA Benediktsson
IEEE Transactions on Geoscience and Remote Sensing 54 (3), 1247-1259, 2015
922015
15q11. 2 CNV affects cognitive, structural and functional correlates of dyslexia and dyscalculia
MO Ulfarsson, GB Walters, O Gustafsson, S Steinberg, A Silva, OM Doyle, ...
Translational psychiatry 7 (4), e1109-e1109, 2017
852017
Hyperspectral Unmixing With Regularization
J Sigurdsson, MO Ulfarsson, JR Sveinsson
IEEE Transactions on Geoscience and Remote Sensing 52 (11), 6793-6806, 2014
832014
Wavelet-based sparse reduced-rank regression for hyperspectral image restoration
B Rasti, JR Sveinsson, MO Ulfarsson
IEEE Transactions on Geoscience and Remote Sensing 52 (10), 6688-6698, 2014
822014
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Artikler 1–20