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Magnus Ulfarsson
Magnus Ulfarsson
Professor, Electrical and Computer Engineering, University of Iceland
Verified email at hi.is
Title
Cited by
Cited by
Year
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
1932017
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
1812013
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
1802013
Brain age prediction using deep learning uncovers associated sequence variants
BA Jónsson, G Bjornsdottir, TE Thorgeirsson, LM Ellingsen, GB Walters, ...
Nature communications 10 (1), 1-10, 2019
1522019
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
1312014
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
1112008
Hyperspectral unmixing using a neural network autoencoder
B Palsson, J Sigurdsson, JR Sveinsson, MO Ulfarsson
IEEE Access 6, 25646-25656, 2018
1062018
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
802012
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
772016
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
742013
Left atrial pressure and dominant frequency of atrial fibrillation in humans
K Yoshida, M Ulfarsson, H Oral, T Crawford, E Good, K Jongnarangsin, ...
Heart rhythm 8 (2), 181-187, 2011
672011
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
642015
Hyperspectral Unmixing With Regularization
J Sigurdsson, MO Ulfarsson, JR Sveinsson
IEEE Transactions on Geoscience and Remote Sensing 52 (11), 6793-6806, 2014
642014
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
642014
Relationship between the spectral characteristics of atrial fibrillation and atrial tachycardias that occur after catheter ablation of atrial fibrillation
K Yoshida, A Chugh, M Ulfarsson, E Good, M Kuhne, T Crawford, ...
Heart Rhythm 6 (1), 11-17, 2009
632009
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
612017
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
562020
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
522020
Speckle reduction of SAR images in the curvelet domain
MO Ulfarsson, JR Sveinsson, JA Benediktsson
IEEE International Geoscience and Remote Sensing Symposium 1, 315-317, 2002
502002
Sparse variable PCA using geodesic steepest descent
MO Ulfarsson, V Solo
IEEE Transactions on Signal Processing 56 (12), 5823-5832, 2008
462008
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Articles 1–20