| Random forests for land cover classification PO Gislason, JA Benediktsson, JR Sveinsson Pattern recognition letters 27 (4), 294-300, 2006 | 2558 | 2006 |
| Classification of hyperspectral data from urban areas based on extended morphological profiles JA Benediktsson, JA Palmason, JR Sveinsson IEEE Transactions on Geoscience and Remote Sensing 43 (3), 480-491, 2005 | 1569 | 2005 |
| Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles M Fauvel, JA Benediktsson, J Chanussot, JR Sveinsson IEEE Transactions on Geoscience and Remote Sensing 46 (11), 3804-3814, 2008 | 1358 | 2008 |
| Multiple classifiers applied to multisource remote sensing data GJ Briem, JA Benediktsson, JR Sveinsson IEEE transactions on geoscience and remote sensing 40 (10), 2291-2299, 2002 | 381 | 2002 |
| 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 | 331 | 2017 |
| 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 | 289 | 2013 |
| Parallel consensual neural networks JA Benediktsson, JR Sveinsson, OK Ersoy, PH Swain IEEE Transactions on Neural Networks 8 (1), 54-64, 1997 | 227 | 1997 |
| Hyperspectral unmixing using a neural network autoencoder B Palsson, J Sigurdsson, JR Sveinsson, MO Ulfarsson IEEE Access 6, 25646-25656, 2018 | 212 | 2018 |
| Feature extraction for multisource data classification with artificial neural networks JA Benediktsson, JR Sveinsson International journal of remote sensing 18 (4), 727-740, 1997 | 194 | 1997 |
| 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 | 191 | 2020 |
| Random forest classification of multisource remote sensing and geographic data PO Gislason, JA Benediktsson, JR Sveinsson IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium …, 2004 | 179 | 2004 |
| 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 | 176 | 2014 |
| Hybrid consensus theoretic classification JA Benediktsson, JR Sveinsson, PH Swain IEEE Transactions on geoscience and remote sensing 35 (4), 833-843, 1997 | 165 | 1997 |
| Classification and feature extraction of AVIRIS data JA Benediktsson, JR Sveinsson, K Amason IEEE Transactions on Geoscience and Remote Sensing 33 (5), 1194-1205, 1995 | 165 | 1995 |
| Mapping of hyperspectral AVIRIS data using machine-learning algorithms B Waske, JA Benediktsson, K Árnason, JR Sveinsson Canadian Journal of Remote Sensing 35 (sup1), S106-S116, 2009 | 163 | 2009 |
| Automatic spectral–spatial classification framework based on attribute profiles and supervised feature extraction P Ghamisi, JA Benediktsson, JR Sveinsson IEEE Transactions on Geoscience and Remote Sensing 52 (9), 5771-5782, 2013 | 144 | 2013 |
| A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data X Ceamanos, B Waske, JA Benediktsson, J Chanussot, M Fauvel, ... International Journal of Image and Data Fusion 1 (4), 293-307, 2010 | 131 | 2010 |
| Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis JA Palmason, JA Benediktsson, JR Sveinsson, J Chanussot Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium …, 2005 | 127 | 2005 |
| 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 | 113 | 2016 |
| 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 | 100 | 2013 |
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is
