| Hyperspectral Unmixing With l_q Regularization J Sigurdsson, MO Ulfarsson, JR Sveinsson Geoscience and Remote Sensing, IEEE Transactions on 52 (11), 6793-6806, 2014 | 53 | 2014 |
| Hyperspectral unmixing using a neural network autoencoder B Palsson, J Sigurdsson, JR Sveinsson, MO Ulfarsson IEEE Access 6, 25646-25656, 2018 | 47 | 2018 |
| 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 | 28 | 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 | 15 | 2017 |
| 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 | 14 | 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 | 13 | 2016 |
| 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 | 13 | 2001 |
| 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 | 9* | 2013 |
| 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 | 8 | 2015 |
| Semi-supervised hyperspectral unmixing J Sigurdsson, MO Ulfarsson, JR Sveinsson 2014 IEEE Geoscience and Remote Sensing Symposium, 3458-3461, 2014 | 7 | 2014 |
| Endmember constrained semi-supervised hyperspectral unmixing J Sigurdsson, MO Ulfarsson, JR Sveinsson 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014 | 7 | 2014 |
| 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 |
| 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 | 5 | 2018 |
| A smooth hyperspectral unmixing method using cyclic descent J Sigurdsson, MO Ulfarsson, JR Sveinsson, JA Benediktsson 2012 IEEE International Geoscience and Remote Sensing Symposium, 3082-3085, 2012 | 5 | 2012 |
| Sparse distributed hyperspectral unmixing J Sigurdsson, MO Ulfarsson, JR Sveinsson, JM Bioucas-Dias 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016 | 4 | 2016 |
| Smooth noisy PCA using a 1st order roughness penalty J Sigurdsson, MO Ulfarsson 2010 IEEE International Workshop on Machine Learning for Signal Processing …, 2010 | 4 | 2010 |
| Parameter Estimation For Blind lq Hyperspectral Unmixing Using Bayesian Optimization J Sigurdsson, MO Ulfarsson, JR Sveinsson 2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2018 | 3 | 2018 |
| Blind Nonlinear Hyperspectral Unmixing Using anRegularizer J Sigurdsson, MO Ulfarsson, JR Sveinsson IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 3 | 2018 |
| Wavelet based sparse principal component analysis for hyperspectral denoising B Rasti, JR Sveinsson, MO Ulfarsson, J Sigurdsson 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2013 | 3 | 2013 |
| Distributed dyadic cyclic descent for non-negative matrix factorization MO Ulfarsson, V Solo, J Sigurdsson, JR Sveinsson 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 2 | 2016 |
Magnus UlfarssonProfessor, Electrical and Computer Engineering, University of IcelandVerified email at hi.is
