| Generalized Composite Kernel Framework for Hyperspectral Image Classification J Li, PR Marpu, A Plaza, JM Bioucas-Dias, JA Benediktsson Geoscience and Remote Sensing, IEEE Transactions on, 1-14, 2013 | 371 | 2013 |
| Semisupervised Self-Learning for Hyperspectral Image Classification I Dópido, J Li, PR Marpu, A Plaza, JM Bioucas Dias, JA Benediktsson IEEE, 2013 | 136 | 2013 |
| Temperature-land cover interactions: The inversion of urban heat island phenomenon in desert city areas M Lazzarini, PR Marpu, H Ghedira Remote Sensing of Environment 130, 136-152, 2013 | 127 | 2013 |
| Linear versus nonlinear PCA for the classification of hyperspectral data based on the extended morphological profiles G Licciardi, PR Marpu, J Chanussot, JA Benediktsson IEEE Geoscience and Remote Sensing Letters 9 (3), 447-451, 2011 | 115 | 2011 |
| Probability distributions of wind speed in the UAE T Ouarda, C Charron, JY Shin, PR Marpu, AH Al-Mandoos, MH Al-Tamimi, ... Energy Conversion and Management 93, 414-434, 2015 | 113 | 2015 |
| Simultaneous extraction of roads and buildings in remote sensing imagery with convolutional neural networks R Alshehhi, PR Marpu, WL Woon, M Dalla Mura ISPRS Journal of Photogrammetry and Remote Sensing 130, 139-149, 2017 | 111 | 2017 |
| Enhanced evaluation of image segmentation results PR Marpu, M Neubert, H Herold, I Niemeyer Journal of Spatial Science 55 (1), 55-68, 2010 | 107 | 2010 |
| A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms M Pedergnana, PR Marpu, M Dalla Mura, JA Benediktsson, L Bruzzone Geoscience and Remote Sensing, IEEE Transactions on, 1-15, 2013 | 92 | 2013 |
| Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles M Pedergnana, PR Marpu, M Dalla Mura, JA Benediktsson, L Bruzzone IEEE Journal of Selected Topics in Signal Processing, 1-1, 2012 | 91 | 2012 |
| Automatic generation of standard deviation attribute profiles for spectral–spatial classification of remote sensing data PR Marpu, M Pedergnana, M Dalla Mura, JA Benediktsson, L Bruzzone IEEE Geoscience and Remote Sensing Letters 10 (2), 293-297, 2012 | 84 | 2012 |
| Change detection using object features I Niemeyer, PR Marpu, S Nussbaum Object-Based Image Analysis, 185-201, 2008 | 78 | 2008 |
| Artificial neural network based model for retrieval of the direct normal, diffuse horizontal and global horizontal irradiances using SEVIRI images Y Eissa, PR Marpu, I Gherboudj, H Ghedira, TBMJ Ouarda, M Chiesa Solar Energy 89, 1-16, 2013 | 69 | 2013 |
| Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation S Bernabé, PR Marpu, A Plaza IEEE Geoscience and Remote Sensing Letters, 2013 | 64 | 2013 |
| Automatic extraction of faults and fractal analysis from remote sensing data R Gloaguen, PR Marpu, I Niemeyer Nonlinear Processes in Geophysics 14 (2), 131-138, 2007 | 63 | 2007 |
| Evolution of the rainfall regime in the United Arab Emirates T Ouarda, C Charron, KN Kumar, PR Marpu, H Ghedira, A Molini, I Khayal Journal of Hydrology 514, 258-270, 2014 | 60 | 2014 |
| Geographic object-based image analysis PR Marpu TU Bergakademie Freiberg, Germany, 2009 | 53* | 2009 |
| Classification of hyperspectral data using extended attribute profiles based on supervised and unsupervised feature extraction techniques PR Marpu, M Pedergnana, MD Mura, S Peeters, JA Benediktsson, ... International Journal of Image and Data Fusion 3 (3), 269-298, 2012 | 51 | 2012 |
| Hierarchical graph-based segmentation for extracting road networks from high-resolution satellite images R Alshehhi, PR Marpu ISPRS Journal of Photogrammetry and Remote Sensing 126, 245-260, 2017 | 49 | 2017 |
| Experimental investigation and artificial neural networks ANNs modeling of electrically-enhanced membrane bioreactor for wastewater treatment A Giwa, S Daer, I Ahmed, PR Marpu, SW Hasan Journal of Water Process Engineering 11, 88-97, 2016 | 45 | 2016 |
| Improving change detection results of IR-MAD by eliminating strong changes PR Marpu, P Gamba, MJ Canty IEEE Geoscience and Remote Sensing Letters 8 (4), 799-803, 2011 | 45 | 2011 |
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is
