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Rubén Fernández Beltrán
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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
4112019
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
3342019
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
1602018
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
1042017
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
952021
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
842019
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
782018
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
712020
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
682021
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
592019
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
552021
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
552018
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
432018
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
422021
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
402022
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
382021
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
382019
Latent topics-based relevance feedback for video retrieval
R Fernandez-Beltran, F Pla
Pattern recognition 51, 72-84, 2016
372016
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
322021
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
302022
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