| 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 | 3065 | 2012 |
| 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 | 2159 | 2013 |
| 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 | 1906 | 2009 |
| Graph convolutional networks for hyperspectral image classification D Hong, L Gao, J Yao, B Zhang, A Plaza, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 59 (7), 5966-5978, 2020 | 1464 | 2020 |
| 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 | 1463 | 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 | 1382 | 2008 |
| 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 | 1281 | 2014 |
| More diverse means better: Multimodal deep learning meets remote-sensing imagery classification D Hong, L Gao, N Yokoya, J Yao, J Chanussot, Q Du, B Zhang IEEE Transactions on Geoscience and Remote Sensing 59 (5), 4340-4354, 2020 | 1144 | 2020 |
| SpectralFormer: Rethinking hyperspectral image classification with transformers D Hong, Z Han, J Yao, L Gao, B Zhang, A Plaza, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021 | 1133 | 2021 |
| 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 | 1000 | 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 | 888 | 2010 |
| An augmented linear mixing model to address spectral variability for hyperspectral unmixing D Hong, N Yokoya, J Chanussot, XX Zhu IEEE Transactions on Image Processing 28 (4), 1923-1938, 2018 | 876 | 2018 |
| 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 | 855 | 2009 |
| 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 | 839 | 2015 |
| 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 | 747 | 2014 |
| 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 | 734 | 2008 |
| Segmentation and classification of hyperspectral images using watershed transformation Y Tarabalka, J Chanussot, JA Benediktsson Pattern recognition 43 (7), 2367-2379, 2010 | 724 | 2010 |
| Hyperspectral and multispectral data fusion: A comparative review of the recent literature N Yokoya, C Grohnfeldt, J Chanussot IEEE Geoscience and Remote Sensing Magazine 5 (2), 29-56, 2017 | 663 | 2017 |
| Scene classification with recurrent attention of VHR remote sensing images Q Wang, S Liu, J Chanussot, X Li IEEE Transactions on Geoscience and Remote Sensing 57 (2), 1155-1167, 2018 | 620 | 2018 |
| Feature extraction for hyperspectral imagery: The evolution from shallow to deep: Overview and toolbox B Rasti, D Hong, R Hang, P Ghamisi, X Kang, J Chanussot, ... IEEE Geoscience and Remote Sensing Magazine 8 (4), 60-88, 2020 | 523 | 2020 |
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is
