Magnus Ulfarsson

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Johannes R. SveinssonUniversity of IcelandVerified email at hi.is
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is
Jakob SigurdssonUniversity Of IcelandVerified email at hi.is
Frosti PalssondeCODE Genetics, Reykjavík, IcelandVerified email at decode.is
Behnood RastiSenior Research Scientist, BIFOLD and Faculty of EECS (RSiM), Technische Universität BerlinVerified email at tu-berlin.de
Mauro Dalla MuraGIPSA-lab, Grenoble-INP UGA; Institut Universitaire de FranceVerified email at gipsa-lab.grenoble-inp.fr
Jocelyn ChanussotINRIA, on leave from Grenoble INPVerified email at grenoble-inp.fr
Burkni PalssonUniversity of IcelandVerified email at hi.is
Hreinn StefanssonHead of CNS division, deCODE geneticsVerified email at decode.is
Han Van NguyenPhD, University of IcelandVerified email at ntu.edu.vn
Pedram GhamisiHZDR & Lancaster University, Group Leader and ProfessorVerified email at hzdr.de
Daniel GudbjartssonStatistician, Decode GeneticsVerified email at decode.is
G. Bragi WaltersProject Leader at deCODE genetics (Amgen)Verified email at decode.is
Bin Zhao (赵斌)University of IcelandVerified email at hi.is
Benedikt Atli JonssonResearch associate, deCODE geneticsVerified email at decode.is
Gyda BjornsdottirResearch scientist, deCODE GeneticsVerified email at decode.is
Thorgeir ThorgeirssonDecode geneticsVerified email at decode.is
Lotta M. EllingsenUniversity of IcelandVerified email at hi.is
Muhammad AufaristamaResearcher, University of TwenteVerified email at utwente.nl
Thor ThordarsonProfessor of Volcanology and Petrology, Faculty of Earth Sciences, University of IcelandVerified email at hi.is

Magnus Ulfarsson

Professor, Electrical and Computer Engineering, University of Iceland

Verified email at hi.is

signal/image processing machine learning artificial intelligence remote sensing genomics


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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	594	2021
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	350	2019
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	333	2017
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	290	2013
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	281	2022
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	240	2020
Hyperspectral unmixing using a neural network autoencoder B Palsson, J Sigurdsson, JR Sveinsson, MO Ulfarsson IEEE Access 6, 25646-25656, 2018	214	2018
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	208	2013
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	193	2020
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	177	2014
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	119	2008
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	114	2016
Multiomics study of nonalcoholic fatty liver disease G Sveinbjornsson, MO Ulfarsson, RB Thorolfsdottir, BA Jonsson, ... Nature genetics 54 (11), 1652-1663, 2022	107	2022
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	101	2013
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	98	2012
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	88	2023
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	87	2015
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	83	2017
Hyperspectral Unmixing With Regularization J Sigurdsson, MO Ulfarsson, JR Sveinsson IEEE Transactions on Geoscience and Remote Sensing 52 (11), 6793-6806, 2014	81	2014
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	80	2014

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