| 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 | 470 | 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 | 444 | 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 | 285 | 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 | 260 | 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 | 214 | 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, 1-15, 2018 | 170 | 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 | 148 | 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 | 123 | 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 | 103 | 2017 |
| 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 | 75 | 2019 |
| Deep&dense convolutional neural network for hyperspectral image classification ME Paoletti, JM Haut, J Plaza, A Plaza Remote Sensing 10 (9), 1454, 2018 | 74 | 2018 |
| 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 | 68 | 2019 |
| 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 | 62 | 2018 |
| 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 | 56 | 2019 |
| Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines JM Haut, ME Paoletti, J Plaza, A Plaza Journal of Real-Time Image Processing 15, 439-462, 2018 | 43 | 2018 |
| 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 | 42 | 2021 |
| Ghostnet for hyperspectral image classification ME Paoletti, JM Haut, NS Pereira, J Plaza, A Plaza IEEE Transactions on Geoscience and Remote Sensing, 2021 | 42 | 2021 |
| Multimodal probabilistic latent semantic analysis for sentinel-1 and sentinel-2 image fusion R Fernandez-Beltran, JM Haut, ME Paoletti, J Plaza, A Plaza, F Pla IEEE Geoscience and Remote Sensing Letters 15 (9), 1347-1351, 2018 | 38 | 2018 |
| A new GPU implementation of support vector machines for fast hyperspectral image classification ME Paoletti, JM Haut, X Tao, JP Miguel, A Plaza Remote Sensing 12 (8), 1257, 2020 | 33 | 2020 |
| Inference in supervised spectral classifiers for on-board hyperspectral imaging: An overview A Alcolea, ME Paoletti, JM Haut, J Resano, A Plaza Remote Sensing 12 (3), 534, 2020 | 32 | 2020 |
Mercedes E PaolettiUniversity of ExtremaduraVerified email at unex.es
