Rubén Fernández Beltrán
Rubén Fernández Beltrán
Dirección de correo verificada de uji.es
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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
872019
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
832019
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
602018
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
392017
Latent topics-based relevance feedback for video retrieval
R Fernandez-Beltran, F Pla
Pattern recognition 51, 72-84, 2016
292016
Incremental probabilistic latent semantic analysis for video retrieval
R Fernandez-Beltran, F Pla
Image and Vision Computing 38, 1-12, 2015
282015
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
262018
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
242018
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
162018
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
142019
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
112019
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, 2020
82020
Latent topic-based super-resolution for remote sensing
R Fernandez-Beltran, P Latorre-Carmona, F Pla
Remote Sensing Letters 8 (6), 498-507, 2017
82017
Prior-based probabilistic latent semantic analysis for multimedia retrieval
R Fernandez-Beltran, F Pla
Multimedia Tools and Applications 77 (13), 16771-16793, 2018
72018
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, 2020
62020
Endmember Extraction From Hyperspectral Imagery Based on Probabilistic Tensor Moments
R Fernandez-Beltran, F Pla, A Plaza
IEEE Geoscience and Remote Sensing Letters, 2020
62020
Sparse multi-modal probabilistic latent semantic analysis for single-image super-resolution
R Fernandez-Beltran, F Pla
Signal Processing 152, 227-237, 2018
62018
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
52019
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
52019
An interactive video retrieval approach based on latent topics
R Fernández-Beltran, F Pla
International Conference on Image Analysis and Processing, 290-299, 2013
52013
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