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J

Jóhannes R. Sveinsson

university of iceland

42H-index
186Paper Count
1.1WCitation Count
Published Papers 26
Publication Date
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Unsupervised Sentinel-2 Image Fusion Using a Deep Unrolling Method
errieee geoscience and remote sensing magazine
IF4.4
err2023-01-01
err0
PREAI
errNguyen, Han V.; Ulfarsson, Magnus O.; Sveinsson, Johannes R.; Mura, Mauro Dalla
errShare
errSave
Synthetic Hyperspectral Images With Controllable Spectral Variability and Ground Truth
errieee geoscience and remote sensing magazine
IF4.4
err2022-01-01
err3
PREAI
errPalsson, Burkni; Ulfarsson, Magnus O.; Sveinsson, Johannes R.
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errSave
Hyperspectral Image Denoising Using Spectral-Spatial Transform-Based Sparse and Low-Rank Representations
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err20
PREAI
errZhao, Bin; Ulfarsson, Magnus O.; Sveinsson, Johannes R.; Chanussot, Jocelyn
errShare
errSave
Deep SURE for Unsupervised Remote Sensing Image Fusion
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err13
PREAI
errNguyen, Han V.; Ulfarsson, Magnus O.; Sveinsson, Johannes R.; Dalla Mura, Mauro
errShare
errSave
Semi-Supervised Mixtures of Factor Analyzers Feature Extraction for Hyperspectral Images
errieee geoscience and remote sensing magazine
IF4.4
err2022-01-01
err4
PREAI
errZhao, Bin; Sveinsson, Johannes R.; Ulfarsson, Magnus O.; Chanussot, Jocelyn
errShare
errSave
Hyperspectral Image Denoising Using SURE-Based Unsupervised Convolutional Neural Networks
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2021-04-01
err37
PREAI
errNguyen, Han V.; Ulfarsson, Magnus O.; Sveinsson, Johannes R.
errShare
errSave
Convolutional Autoencoder for Spectral Spatial Hyperspectral Unmixing
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2021-01-01
err183
PREAI
errPalsson, Burkni; Ulfarsson, Magnus O.; Sveinsson, Johannes R.
errShare
errSave
Model-Based Reduced-Rank Pansharpening
errieee geoscience and remote sensing magazine
IF4.4
err2020-04-01
err44
PREAI
errPalsson, Frosti; Ulfarsson, Magnus O.; Sveinsson, Johannes R.
errShare
errSave
Sentinel-2 Sharpening Using a Reduced-Rank Method
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2019-09-01
err38
PREAI
errUlfarsson, Magnus O.; Palsson, Frosti; Dalla Mura, Mauro; Sveinsson, Johannes R.
errShare
errSave
Spectral-Spatial Hyperspectral Unmixing Using Multitask Learning
errIEEE ACCESS
IF3.6
err2019-01-01
err37
errOAAI
errPalsson, Burkni; Sveinsson, Johannes R.; Ulfarsson, Magnus O.
errShare
errSave
Blind Sparse Nonlinear Hyperspectral Unmixing Using an lq Penalty
errieee geoscience and remote sensing magazine
IF4.4
err2018-12-01
err9
PREAI
errSigurdsson, J.; Ulfarsson, M. O.; Sveinsson, J. R.
errShare
errSave
Hyperspectral Unmixing Using a Neural Network Autoencoder
errIEEE ACCESS
IF3.6
err2018-01-01
err190
errOAAI
errPalsson, Burkni; Sigurdsson, Jakob; Sveinsson, Johannes R.; Ulfarsson, Magnus O.
errShare
errSave
Sparse Distributed Multitemporal Hyperspectral Unmixing
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2017-11-01
err22
PREAI
errSigurdsson, Jakob; Ulfarsson, Magnus O.; Sveinsson, Johannes R.; Bioucas-Dias, Jose M.
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errSave
Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network
errieee geoscience and remote sensing magazine
IF4.4
err2017-05-01
err281
PREAI
errPalsson, Frosti; Sveinsson, Johannes R.; Ulfarsson, Magnus O.
errShare
errSave
Hyperspectral Feature Extraction Using Total Variation Component Analysis
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2016-12-01
err111
PREAI
errRasti, Behnood; Ulfarsson, Magnus Orn; Sveinsson, Johannes R.
errShare
errSave
Classification of Big Data With Application to Imaging Genetics
errPROCEEDINGS OF THE IEEE
IF25.9
err2016-11-01
err16
errOAAI
errUlfarsson, Magnus Orn; Palsson, Frosti; Sigurdsson, Jakob; Sveinsson, Johannes R.
errShare
errSave
Blind Hyperspectral Unmixing Using Total Variation and lq Sparse Regularization
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2016-11-01
err46
PREAI
errSigurdsson, Jakob; Ulfarsson, Magnus Orn; Sveinsson, Johannes R.
errShare
errSave
Quantitative Quality Evaluation of Pansharpened Imagery: Consistency Versus Synthesis
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2016-03-01
err80
PREAI
errPalsson, Frosti; Sveinsson, Johannes R.; Ulfarsson, Magnus Orn; Benediktsson, Jon Atli
errShare
errSave
Hyperspectral Subspace Identification Using SURE
errieee geoscience and remote sensing magazine
IF4.4
err2015-12-01
err35
errOAAI
errRasti, Behnood; Ulfarsson, Magnus O.; Sveinsson, Johannes R.
errShare
errSave
Model-Based Fusion of Multi-and Hyperspectral Images Using PCA and Wavelets
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2015-05-01
err160
PREAI
errPalsson, Frosti; Sveinsson, Johannes R.; Ulfarsson, Magnus Orn; Benediktsson, Jon Atli
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jocelyn Chanussot
H-index: 105 · Papers: 894
J
Jón Atli Benediktsson
H-index: 103 · Papers: 666
P
Pedram Ghamisi
H-index: 76 · Papers: 423
J
José M. Bioucas‐Dias
H-index: 66 · Papers: 375
M
Mauro Dalla Mura
H-index: 42 · Papers: 318
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