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 | 87 | 2019 |
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 | 83 | 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 | 60 | 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 | 39 | 2017 |
Latent topics-based relevance feedback for video retrieval R Fernandez-Beltran, F Pla Pattern recognition 51, 72-84, 2016 | 29 | 2016 |
Incremental probabilistic latent semantic analysis for video retrieval R Fernandez-Beltran, F Pla Image and Vision Computing 38, 1-12, 2015 | 28 | 2015 |
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 | 26 | 2018 |
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 | 24 | 2018 |
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 | 16 | 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 | 14 | 2019 |
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 | 11 | 2019 |
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 | 8 | 2020 |
Latent topic-based super-resolution for remote sensing R Fernandez-Beltran, P Latorre-Carmona, F Pla Remote Sensing Letters 8 (6), 498-507, 2017 | 8 | 2017 |
Prior-based probabilistic latent semantic analysis for multimedia retrieval R Fernandez-Beltran, F Pla Multimedia Tools and Applications 77 (13), 16771-16793, 2018 | 7 | 2018 |
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 | 6 | 2020 |
Endmember Extraction From Hyperspectral Imagery Based on Probabilistic Tensor Moments R Fernandez-Beltran, F Pla, A Plaza IEEE Geoscience and Remote Sensing Letters, 2020 | 6 | 2020 |
Sparse multi-modal probabilistic latent semantic analysis for single-image super-resolution R Fernandez-Beltran, F Pla Signal Processing 152, 227-237, 2018 | 6 | 2018 |
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 | 5 | 2019 |
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 | 5 | 2019 |
An interactive video retrieval approach based on latent topics R Fernández-Beltran, F Pla International Conference on Image Analysis and Processing, 290-299, 2013 | 5 | 2013 |