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, 2019 | 425 | 2019 |
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, 2019 | 344 | 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 | 165 | 2018 |
Single-frame super-resolution in remote sensing: A practical overview R Fernandez-Beltran, P Latorre-Carmona, F Pla International journal of remote sensing 38 (1), 314-354, 2017 | 109 | 2017 |
Deep unsupervised embedding for remotely sensed images based on spatially augmented momentum contrast J Kang, R Fernandez-Beltran, P Duan, S Liu, AJ Plaza IEEE Transactions on Geoscience and Remote Sensing 59 (3), 256 - 260, 2021 | 99 | 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 | 91 | 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 | 78 | 2018 |
Graph relation network: Modeling relations between scenes for multilabel remote-sensing image classification and retrieval J Kang, R Fernandez-Beltran, D Hong, J Chanussot, A Plaza IEEE Transactions on Geoscience and Remote Sensing 59 (5), 4355-4369, 2021 | 76 | 2021 |
Deep metric learning based on scalable neighborhood components for remote sensing scene characterization J Kang, R Fernandez-Beltran, Z Ye, X Tong, P Ghamisi, A Plaza IEEE Transactions on Geoscience and Remote Sensing 58 (12), 8905-8918, 2020 | 72 | 2020 |
Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model JM Haut, ME Paoletti, R Fernandez-Beltran, J Plaza, A Plaza, J Li IEEE Geoscience and Remote Sensing Letters 16 (9), 1432-1436, 2019 | 66 | 2019 |
Rice-yield prediction with multi-temporal sentinel-2 data and 3D CNN: A case study in Nepal R Fernandez-Beltran, T Baidar, J Kang, F Pla Remote Sensing 13 (7), 1391, 2021 | 59 | 2021 |
Hyperspectral Unmixing Based on Dual-Depth Sparse Probabilistic Latent Semantic Analysis R Fernandez-Beltran, A Plaza, J Plaza, F Pla IEEE Transactions on Geoscience and Remote Sensing 56 (11), 6344-6360, 2018 | 55 | 2018 |
DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation J Kang, Z Wang, R Zhu, J Xia, X Sun, R Fernandez-Beltran, A Plaza IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2022 | 48 | 2022 |
PiCoCo: Pixelwise contrast and consistency learning for semisupervised building footprint segmentation J Kang, Z Wang, R Zhu, X Sun, R Fernandez-Beltran, A Plaza IEEE journal of selected topics in applied earth observations and remote …, 2021 | 44 | 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 | 44 | 2018 |
Robust normalized softmax loss for deep metric learning-based characterization of remote sensing images with label noise J Kang, R Fernandez-Beltran, P Duan, X Kang, AJ Plaza IEEE Transactions on Geoscience and Remote Sensing 59 (10), 8798-8811, 2021 | 40 | 2021 |
Low-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification JM Haut, S Bernabé, ME Paoletti, R Fernandez-Beltran, A Plaza, J Plaza IEEE Geoscience and Remote Sensing Letters 16 (5), 776-780, 2019 | 40 | 2019 |
Masked auto-encoding spectral–spatial transformer for hyperspectral image classification D Ibanez, R Fernandez-Beltran, F Pla, N Yokoya IEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 2022 | 39 | 2022 |
Latent topics-based relevance feedback for video retrieval R Fernandez-Beltran, F Pla Pattern recognition 51, 72-84, 2016 | 36 | 2016 |
Unsupervised remote sensing image retrieval using probabilistic latent semantic hashing R Fernandez-Beltran, B Demir, F Pla, A Plaza IEEE Geoscience and Remote Sensing Letters 18 (2), 256 - 260, 2021 | 34 | 2021 |