| Deep learning classifiers for hyperspectral imaging: A review ME Paoletti, JM Haut, J Plaza, A Plaza ISPRS Journal of Photogrammetry and Remote Sensing 158, 279-317, 2019 | 849 | 2019 |
| A new deep convolutional neural network for fast hyperspectral image classification ME Paoletti, JM Haut, J Plaza, A Plaza ISPRS journal of photogrammetry and remote sensing 145, 120-147, 2018 | 610 | 2018 |
| Deep pyramidal residual networks for spectral–spatial hyperspectral image classification ME Paoletti, JM Haut, R Fernandez-Beltran, J Plaza, AJ Plaza, F Pla IEEE Transactions on Geoscience and Remote Sensing 57 (2), 740-754, 2018 | 470 | 2018 |
| Capsule networks for hyperspectral image classification ME Paoletti, JM Haut, R Fernandez-Beltran, J Plaza, A Plaza, J Li, F Pla IEEE Transactions on Geoscience and Remote Sensing 57 (4), 2145-2160, 2018 | 361 | 2018 |
| Active learning with convolutional neural networks for hyperspectral image classification using a new Bayesian approach JM Haut, ME Paoletti, J Plaza, J Li, A Plaza IEEE Transactions on Geoscience and Remote Sensing 56 (11), 6440-6461, 2018 | 305 | 2018 |
| Feature extraction with multiscale covariance maps for hyperspectral image classification N He, ME Paoletti, JM Haut, L Fang, S Li, A Plaza, J Plaza IEEE Transactions on Geoscience and Remote Sensing 57 (2), 755-769, 2018 | 253 | 2018 |
| Visual attention-driven hyperspectral image classification JM Haut, ME Paoletti, J Plaza, A Plaza, J Li IEEE transactions on geoscience and remote sensing 57 (10), 8065-8080, 2019 | 229 | 2019 |
| A new deep generative network for unsupervised remote sensing single-image super-resolution JM Haut, R Fernandez-Beltran, ME Paoletti, J Plaza, A Plaza, F Pla IEEE Transactions on Geoscience and Remote sensing 56 (11), 6792-6810, 2018 | 175 | 2018 |
| Cloud implementation of the K-means algorithm for hyperspectral image analysis JM Haut, M Paoletti, J Plaza, A Plaza The Journal of Supercomputing 73, 514-529, 2017 | 140 | 2017 |
| A single model CNN for hyperspectral image denoising A Maffei, JM Haut, ME Paoletti, J Plaza, L Bruzzone, A Plaza IEEE Transactions on Geoscience and Remote Sensing 58 (4), 2516-2529, 2019 | 136 | 2019 |
| Hyperspectral image classification using random occlusion data augmentation JM Haut, ME Paoletti, J Plaza, A Plaza, J Li IEEE Geoscience and Remote Sensing Letters 16 (11), 1751-1755, 2019 | 136 | 2019 |
| Deep&dense convolutional neural network for hyperspectral image classification ME Paoletti, JM Haut, J Plaza, A Plaza Remote Sensing 10 (9), 1454, 2018 | 110 | 2018 |
| Machine learning in pansharpening: A benchmark, from shallow to deep networks LJ Deng, G Vivone, ME Paoletti, G Scarpa, J He, Y Zhang, J Chanussot, ... IEEE Geoscience and Remote Sensing Magazine 10 (3), 279-315, 2022 | 106 | 2022 |
| Ghostnet for hyperspectral image classification ME Paoletti, JM Haut, NS Pereira, J Plaza, A Plaza IEEE Transactions on Geoscience and Remote Sensing 59 (12), 10378-10393, 2021 | 97 | 2021 |
| Remote sensing image superresolution using deep residual channel attention JM Haut, R Fernandez-Beltran, ME Paoletti, J Plaza, A Plaza IEEE Transactions on Geoscience and Remote Sensing 57 (11), 9277-9289, 2019 | 96 | 2019 |
| Generative adversarial minority oversampling for spectral–spatial hyperspectral image classification SK Roy, JM Haut, ME Paoletti, SR Dubey, A Plaza IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021 | 90 | 2021 |
| Hyperspectral anomaly detection with relaxed collaborative representation Z Wu, H Su, X Tao, L Han, ME Paoletti, JM Haut, J Plaza, A Plaza IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2022 | 80 | 2022 |
| Remote sensing image fusion using hierarchical multimodal probabilistic latent semantic analysis R Fernandez-Beltran, JM Haut, ME Paoletti, J Plaza, A Plaza, F Pla IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018 | 79 | 2018 |
| Remote sensing single-image superresolution based on a deep compendium model JM Haut, ME Paoletti, R Fernández-Beltran, J Plaza, A Plaza, J Li IEEE Geoscience and Remote Sensing Letters 16 (9), 1432-1436, 2019 | 73 | 2019 |
| Morphological convolutional neural networks for hyperspectral image classification SK Roy, R Mondal, ME Paoletti, JM Haut, A Plaza IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 68 | 2021 |
Juan. M. HautAssociate Professor, Dpt. of Computer and Communications, University of ExtremaduraVerified email at unex.es
