| Hyperspectral unmixing overview: Geometrical, statistical, and sparse regression-based approaches JM Bioucas-Dias, A Plaza, N Dobigeon, M Parente, Q Du, P Gader, ... IEEE journal of selected topics in applied earth observations and remote …, 2012 | 2098 | 2012 |
| Recent advances in techniques for hyperspectral image processing A Plaza, JA Benediktsson, JW Boardman, J Brazile, L Bruzzone, ... Remote sensing of environment 113, S110-S122, 2009 | 1531 | 2009 |
| Hyperspectral remote sensing data analysis and future challenges JM Bioucas-Dias, A Plaza, G Camps-Valls, P Scheunders, N Nasrabadi, ... IEEE Geoscience and remote sensing magazine 1 (2), 6-36, 2013 | 1139 | 2013 |
| Advances in spectral-spatial classification of hyperspectral images M Fauvel, Y Tarabalka, JA Benediktsson, J Chanussot, JC Tilton Proceedings of the IEEE 101 (3), 652-675, 2012 | 1076 | 2012 |
| 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 | 1058 | 2008 |
| Spectral–spatial classification of hyperspectral imagery based on partitional clustering techniques Y Tarabalka, JA Benediktsson, J Chanussot IEEE transactions on geoscience and remote sensing 47 (8), 2973-2987, 2009 | 744 | 2009 |
| Comparison of pansharpening algorithms: Outcome of the 2006 GRS-S data-fusion contest L Alparone, L Wald, J Chanussot, C Thomas, P Gamba, LM Bruce IEEE Transactions on Geoscience and Remote Sensing 45 (10), 3012-3021, 2007 | 700 | 2007 |
| SVM-and MRF-based method for accurate classification of hyperspectral images Y Tarabalka, M Fauvel, J Chanussot, JA Benediktsson IEEE Geoscience and Remote Sensing Letters 7 (4), 736-740, 2010 | 657 | 2010 |
| A critical comparison among pansharpening algorithms G Vivone, L Alparone, J Chanussot, M Dalla Mura, A Garzelli, GA Licciardi, ... IEEE Transactions on Geoscience and Remote Sensing 53 (5), 2565-2586, 2014 | 649 | 2014 |
| Segmentation and classification of hyperspectral images using watershed transformation Y Tarabalka, J Chanussot, JA Benediktsson Pattern Recognition 43 (7), 2367-2379, 2010 | 583 | 2010 |
| Synthesis of multispectral images to high spatial resolution: A critical review of fusion methods based on remote sensing physics C Thomas, T Ranchin, L Wald, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 46 (5), 1301-1312, 2008 | 530 | 2008 |
| Hyperspectral pansharpening: A review L Loncan, LB De Almeida, JM Bioucas-Dias, X Briottet, J Chanussot, ... IEEE Geoscience and remote sensing magazine 3 (3), 27-46, 2015 | 433 | 2015 |
| Kernel methods for remote sensing data analysis G Camps-Valls, L Bruzzone John Wiley & Sons, 2009 | 428 | 2009 |
| Classification of hyperspectral images by using extended morphological attribute profiles and independent component analysis M Dalla Mura, A Villa, JA Benediktsson, J Chanussot, L Bruzzone IEEE Geoscience and Remote Sensing Letters 8 (3), 542-546, 2010 | 342 | 2010 |
| A convex formulation for hyperspectral image superresolution via subspace-based regularization M Simoes, J Bioucas‐Dias, LB Almeida, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 53 (6), 3373-3388, 2014 | 322 | 2014 |
| Multiple spectral–spatial classification approach for hyperspectral data Y Tarabalka, JA Benediktsson, J Chanussot, JC Tilton IEEE Transactions on Geoscience and Remote Sensing 48 (11), 4122-4132, 2010 | 272 | 2010 |
| Segmentation and classification of hyperspectral images using minimum spanning forest grown from automatically selected markers Y Tarabalka, J Chanussot, JA Benediktsson IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 40 …, 2009 | 270 | 2009 |
| Decision fusion for the classification of urban remote sensing images M Fauvel, J Chanussot, JA Benediktsson IEEE Transactions on Geoscience and Remote Sensing 44 (10), 2828-2838, 2006 | 270 | 2006 |
| Kernel principal component analysis for the classification of hyperspectral remote sensing data over urban areas M Fauvel, J Chanussot, JA Benediktsson EURASIP Journal on Advances in Signal Processing 2009, 1-14, 2009 | 255 | 2009 |
| A spatial–spectral kernel-based approach for the classification of remote-sensing images M Fauvel, J Chanussot, JA Benediktsson Pattern Recognition 45 (1), 381-392, 2012 | 254 | 2012 |
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is
