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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
2082019
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
1952019
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
952018
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
692017
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
512018
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
472020
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
432018
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
392021
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
392019
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
322018
Latent topics-based relevance feedback for video retrieval
R Fernandez-Beltran, F Pla
Pattern recognition 51, 72-84, 2016
312016
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, 2020
292020
Incremental probabilistic latent semantic analysis for video retrieval
R Fernandez-Beltran, F Pla
Image and Vision Computing 38, 1-12, 2015
282015
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
262019
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
202021
Sentinel-2 and Sentinel-3 Intersensor Vegetation Estimation via Constrained Topic Modeling
R Fernandez-Beltran, F Pla, A Plaza
IEEE Geoscience and Remote Sensing Letters 16 (10), 1531-1535, 2019
192019
Endmember extraction from hyperspectral imagery based on probabilistic tensor moments
R Fernandez-Beltran, F Pla, A Plaza
IEEE Geoscience and Remote Sensing Letters 17 (12), 2120-2124, 2020
152020
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
152019
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, 2020
132020
Intersensor Remote Sensing Image Registration Using Multispectral Semantic Embeddings
R Fernandez-Beltran, F Pla, A Plaza
IEEE Geoscience and Remote Sensing Letters 16 (10), 1545-1549, 2019
112019
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