| Hyperspectral unmixing using a neural network autoencoder B Palsson, J Sigurdsson, JR Sveinsson, MO Ulfarsson IEEE Access 6, 25646-25656, 2018 | 232 | 2018 |
| Hyperspectral Unmixing With l_q Regularization J Sigurdsson, MO Ulfarsson, JR Sveinsson Geoscience and Remote Sensing, IEEE Transactions on 52 (11), 6793-6806, 2014 | 83 | 2014 |
| 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 | 57 | 2020 |
| 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 | 50 | 2016 |
| 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 | 42 | 2017 |
| 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 | 29 | 2016 |
| 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 | 28 | 2017 |
| 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 | 18 | 2021 |
| 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 | 15 | 2022 |
| 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 | 14 | 2021 |
| 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 | 14 | 2018 |
| 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 | 14 | 2001 |
| Semi-supervised hyperspectral unmixing J Sigurdsson, MO Ulfarsson, JR Sveinsson 2014 IEEE Geoscience and Remote Sensing Symposium, 3458-3461, 2014 | 13 | 2014 |
| 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 | 12 | 2020 |
| 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 |
| Endmember constrained semi-supervised hyperspectral unmixing J Sigurdsson, MO Ulfarsson, JR Sveinsson 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014 | 10 | 2014 |
| 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 | 9 | 2015 |
| Sparse distributed hyperspectral unmixing J Sigurdsson, MO Ulfarsson, JR Sveinsson, JM Bioucas-Dias 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016 | 7 | 2016 |
| 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 | 7 | 2013 |
| Deep sparse and low-rank prior for hyperspectral image denoising HV Nguyen, MO Ulfarsson, J Sigurdsson, JR Sveinsson IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | 6 | 2022 |
Magnus UlfarssonProfessor, Electrical and Computer Engineering, University of IcelandVerified email at hi.is
