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Jakob Sigurdsson
Jakob Sigurdsson
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Title
Cited by
Cited by
Year
Hyperspectral unmixing using a neural network autoencoder
B Palsson, J Sigurdsson, JR Sveinsson, MO Ulfarsson
IEEE Access 6, 25646-25656, 2018
1972018
Hyperspectral Unmixing With l_q Regularization
J Sigurdsson, MO Ulfarsson, JR Sveinsson
Geoscience and Remote Sensing, IEEE Transactions on 52 (11), 6793-6806, 2014
742014
Blind Hyperspectral Unmixing Using Total Variation andSparse Regularization
J Sigurdsson, MO Ulfarsson, JR Sveinsson
IEEE Transactions on Geoscience and Remote Sensing 54 (11), 6371-6384, 2016
462016
Creating RGB images from hyperspectral images using a color matching function
M Magnusson, J Sigurdsson, SE Armansson, MO Ulfarsson, H Deborah, ...
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
422020
Neural network hyperspectral unmixing with spectral information divergence objective
F Palsson, J Sigurdsson, JR Sveinsson, MO Ulfarsson
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017
342017
Classification of big data with application to imaging genetics
MO Ulfarsson, F Palsson, J Sigurdsson, JR Sveinsson
Proceedings of the IEEE 104 (11), 2137-2154, 2016
312016
Sparse distributed multitemporal hyperspectral unmixing
J Sigurdsson, MO Ulfarsson, JR Sveinsson, JM Bioucas-Dias
IEEE Transactions on Geoscience and Remote Sensing 55 (11), 6069-6084, 2017
282017
A comparison of optimized Sentinel-2 super-resolution methods using Wald’s protocol and Bayesian optimization
SE Armannsson, MO Ulfarsson, J Sigurdsson, HV Nguyen, JR Sveinsson
Remote Sensing 13 (11), 2192, 2021
152021
Automated genotyping: combining neural networks and decision trees to perform robust allele calling
JB Fjalldal, J Sigurdsson, K Benediktsson, LM Ellingsen
IJCNN'01. International Joint Conference on Neural Networks. Proceedings …, 2001
142001
Semi-supervised hyperspectral unmixing
J Sigurdsson, MO Ulfarsson, JR Sveinsson
2014 IEEE Geoscience and Remote Sensing Symposium, 3458-3461, 2014
122014
Smooth spectral unmixing using total variation regularization and a first order roughness penalty
J Sigurdsson, MO Ulfarsson, JR Sveinsson, JA Benediktsson
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International …, 2013
12*2013
Fully Constrained Least Squares Linear Spectral Unmixing of The Scream (Verso, 1893)
H Deborah, MO Ulfarsson, J Sigurdsson
2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution …, 2021
112021
Blind Sparse Nonlinear Hyperspectral Unmixing Using an Penalty
J Sigurdsson, MO Ulfarsson, JR Sveinsson
IEEE Geoscience and Remote Sensing Letters 15 (12), 1907-1911, 2018
112018
Zero-shot sentinel-2 sharpening using a symmetric skipped connection convolutional neural network
HV Nguyen, MO Ulfarsson, JR Sveinsson, J Sigurdsson
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
102020
Endmember constrained semi-supervised hyperspectral unmixing
J Sigurdsson, MO Ulfarsson, JR Sveinsson
2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014
102014
Total variation and ℓqbased hyperspectral unmixing for feature extraction and classification
J Sigurdsson, MO Ulfarsson, JR Sveinsson
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
92015
Fusing Sentinel-2 and Landsat 8 satellite images using a model-based method
J Sigurdsson, SE Armannsson, MO Ulfarsson, JR Sveinsson
Remote Sensing 14 (13), 3224, 2022
82022
Sparse distributed hyperspectral unmixing
J Sigurdsson, MO Ulfarsson, JR Sveinsson, JM Bioucas-Dias
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
72016
Smooth and sparse hyperspectral unmixing using an l0 penalty
J Sigurdsson, MO Ulfarsson, JR Sveinsson
2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2013
72013
Blind Nonlinear Hyperspectral Unmixing Using an Regularizer
J Sigurdsson, MO Ulfarsson, JR Sveinsson
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
52018
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