Rubén Fernández-Beltran

70 papers C 10Misc 2Journal 56Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Inter-Sensor High-Resolution and Multi-Temporal Image Fusion for Unsupervised Domain Adaptation in Remote Sensing.
IEEE Trans. Geosci. Remote. Sens.
Damian Ibañez, Junshi Xia, Naoto Yokoya, Filiberto Pla, Rubén Fernández-Beltran
2025 J jnl
Multi-modal consistent loss diffusion model for Sentinel-3 single image super resolution.
Neural Comput. Appl.
Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla, Naoto Yokoya, Junshi Xia
2025 J jnl
Symmetry in Explainable AI: A Morphometric Deep Learning Analysis for Skin Lesion Classification.
Symmetry
Rafael Fernandez, Angélica Guzmán-Ponce, Rubén Fernández-Beltran, Ginés García-Mateos
2024 J jnl
A Comparative Study of Physically Accurate Synthetic Shadow Datasets in Agricultural Settings with Human Activity.
Sensors
Mengchen Huang, Rubén Fernández-Beltran, Ginés García-Mateos
2024 J jnl
CroMoDa: Unsupervised Oriented SAR Ship Detection via Cross-Modality Distribution Alignment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xi Chen, Zhirui Wang, Wenhao Wang, Xinyi Xie, Jian Kang, Rubén Fernández-Beltran
2024 J jnl
Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Sebastian Hafner, Xutao Li, Chuyao Luo, Antonio Plaza
2024 J jnl
Semi- and Self-Supervised Metric Learning for Remote Sensing Applications.
IEEE Geosci. Remote. Sens. Lett.
Itza Hernandez-Sequeira, Rubén Fernández-Beltran, Filiberto Pla
2024 J jnl
Shadow detection using a cross-attentional dual-decoder network with self-supervised image reconstruction features.
Image Vis. Comput.
Rubén Fernández-Beltran, Angélica Guzmán-Ponce, Rafael Fernandez, Jian Kang, Ginés García-Mateos
2023 J jnl
Consistency Center-Based Deep Cross-Modal Hashing for Multisource Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Xutao Li, Zhenyu Xiong, Xu Huang, Antonio Plaza
2023 J jnl
Cross-View Object Geo-Localization in a Local Region With Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens.
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Shanshan Feng, Xutao Li, Chuyao Luo, Puzhao Zhang, Antonio Plaza
2023 J jnl
FloU-Net: An Optical Flow Network for Multimodal Self-Supervised Image Registration.
IEEE Geosci. Remote. Sens. Lett.
Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla
2023 J jnl
SAR time series despeckling via nonlocal matrix decomposition in logarithm domain.
Signal Process.
Jian Kang, Tengyu Ji, Zhe Zhang, Rubén Fernández-Beltran
2023 — conf
Semi-supervised Classification for Remote Sensing Datasets.
ICIAP (1)
Itza Hernandez-Sequeira, Rubén Fernández-Beltran, Yonghao Xu, Pedram Ghamisi, Filiberto Pla
2023 J jnl
W-NetPan: Double-U network for inter-sensor self-supervised pan-sharpening.
Neurocomputing
Rubén Fernández-Beltran, Rafael Fernandez, Jian Kang, Filiberto Pla
2022 J jnl
Attentional Dense Convolutional Neural Network for Water Body Extraction From Sentinel-2 Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Janak Parajuli, Rubén Fernández-Beltran, Jian Kang, Filiberto Pla
2022 J jnl
Comparison of Classic Classifiers, Metaheuristic Algorithms and Convolutional Neural Networks in Hyperspectral Classification of Nitrogen Treatment in Tomato Leaves.
Remote. Sens.
Brahim Benmouna, Razieh Pourdarbani, Sajad Sabzi, Rubén Fernández-Beltran, Ginés García-Mateos, José Miguel Molina-Martínez
2022 J jnl
DAT-CNN: Dual Attention Temporal CNN for Time-Resolving Sentinel-3 Vegetation Indices.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla, Naoto Yokoya
2022 J jnl
Decoding the Partial Pretrained Networks for Sea-Ice Segmentation of 2021 Gaofen Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jian Kang, Fengyu Tong, Xiang Ding, Sijiang Li, Ruoxin Zhu, Yan Huang, Yusheng Xu, Rubén Fernández-Beltran
2022 J jnl
Deep Learning-Based Building Footprint Extraction With Missing Annotations.
IEEE Geosci. Remote. Sens. Lett.
Jian Kang, Rubén Fernández-Beltran, Xian Sun, Jingen Ni, Antonio Plaza
2022 J jnl
DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Jian Kang, Zhirui Wang, Ruoxin Zhu, Junshi Xia, Xian Sun, Rubén Fernández-Beltran, Antonio Plaza
2022 J jnl
Masked Auto-Encoding Spectral-Spatial Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla, Naoto Yokoya
2022 J jnl
Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Xutao Li, Bowen Zhang, Antonio Plaza
2022 J jnl
Rotation-Invariant Deep Embedding for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Zhirui Wang, Xian Sun, Jingen Ni, Antonio Plaza
2022 J jnl
SAR Time-Series Despeckling via Nonlocal Total Variation Regularized Robust PCA.
IEEE Geosci. Remote. Sens. Lett.
Zhanyu Zhu, Jian Kang, Teng-Yu Ji, Zhe Zhang, Rubén Fernández-Beltran
2022 C conf
SEN23E: A Cloudless Geo-Referenced Multi-Spectral Sentinel-2/Sentinel-3 Dataset for Data Fusion Analysis.
IGARSS
Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla
2022 J jnl
Simultaneous Color Restoration and Depth Estimation in Light Field Imaging.
IEEE Access
Yongwei Li, Filiberto Pla, Mårten Sjöström, Rubén Fernández-Beltran
2022 J jnl
Time-Resolved Sentinel-3 Vegetation Indices Via Inter-Sensor 3-D Convolutional Regression Networks.
IEEE Geosci. Remote. Sens. Lett.
Rubén Fernández-Beltran, Damian Ibañez, Jian Kang, Filiberto Pla
2022 J jnl
Toward Tightness of Scalable Neighborhood Component Analysis for Remote-Sensing Image Characterization.
IEEE Geosci. Remote. Sens. Lett.
Jian Kang, Rubén Fernández-Beltran, Sicong Liu, Antonio Plaza
2022 C conf
Transfer Deep Learning for Remote Sensing Datasets: A Comparison Study.
IGARSS
Itza Hernandez-Sequeira, Rubén Fernández-Beltran, Filiberto Pla
2021 C conf
A Remote Sensing Image Registration Benchmark for Operational Sentinel-2 and Sentinel-3 Products.
IGARSS
Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla
2021 J jnl
Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast.
IEEE Trans. Geosci. Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Sicong Liu, Antonio J. Plaza
2021 C conf
Generalized Scalable Neighborhood Component Analysis for Single and Multi-Label Remote Sensing Image Characterization.
IGARSS
Jian Kang, Rubén Fernández-Beltran, Antonio Plaza
2021 J jnl
Graph Relation Network: Modeling Relations Between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Danfeng Hong, Jocelyn Chanussot, Antonio Plaza
2021 J jnl
Noise-Tolerant Deep Neighborhood Embedding for Remotely Sensed Images With Label Noise.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Xudong Kang, Jingen Ni, Antonio Plaza
2021 J jnl
PiCoCo: Pixelwise Contrast and Consistency Learning for Semisupervised Building Footprint Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jian Kang, Zhirui Wang, Ruoxin Zhu, Xian Sun, Rubén Fernández-Beltran, Antonio Plaza
2021 J jnl
Rice-Yield Prediction with Multi-Temporal Sentinel-2 Data and 3D CNN: A Case Study in Nepal.
Remote. Sens.
Rubén Fernández-Beltran, Tina Baidar, Jian Kang, Filiberto Pla
2021 C conf
Robust Deep Metric Learning for Remote Sensing Images with Noisy Annotations.
IGARSS
Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Xudong Kang, Antonio Plaza
2021 J jnl
Robust Normalized Softmax Loss for Deep Metric Learning-Based Characterization of Remote Sensing Images With Label Noise.
IEEE Trans. Geosci. Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Xudong Kang, Antonio J. Plaza
2021 C conf
Sentinel-3 Image Super-Resolution Using Data Fusion and Convolutional Neural Networks.
IGARSS
Rafael Fernandez, Rubén Fernández-Beltran, Filiberto Pla
2021 J jnl
Sentinel-3 Super-Resolution Based on Dense Multireceptive Channel Attention.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rafael Fernandez, Rubén Fernández-Beltran, Jian Kang, Filiberto Pla
2021 J jnl
Sentinel-3/FLEX Biophysical Product Confidence Using Sentinel-2 Land-Cover Spatial Distributions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rubén Fernández-Beltran, Filiberto Pla, Jian Kang, José F. Moreno, Antonio Plaza
2021 J jnl
Unsupervised Remote Sensing Image Retrieval Using Probabilistic Latent Semantic Hashing.
IEEE Geosci. Remote. Sens. Lett.
Rubén Fernández-Beltran, Begüm Demir, Filiberto Pla, Antonio Plaza
2020 J jnl
Deep Hashing Based on Class-Discriminated Neighborhood Embedding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Antonio Plaza
2020 J jnl
Deep Metric Learning Based on Scalable Neighborhood Components for Remote Sensing Scene Characterization.
IEEE Trans. Geosci. Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, Antonio Plaza
2020 J jnl
Endmember Extraction From Hyperspectral Imagery Based on Probabilistic Tensor Moments.
IEEE Geosci. Remote. Sens. Lett.
Rubén Fernández-Beltran, Filiberto Pla, Antonio Plaza
2020 J jnl
High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery.
Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, Antonio Plaza
2020 C conf
Inter-Sensor Remote Sensing Image Enhancement for Operational Sentinel-2 and Sentinel-3 Data Products.
IGARSS
Rafael Fernandez, Rubén Fernández-Beltran, Filiberto Pla
2020 J jnl
Multitemporal Mosaicing for Sentinel-3/FLEX Derived Level-2 Product Composites.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Damian Ibañez, Rubén Fernández-Beltran, José Martínez Sotoca, Ramón Alberto Mollineda, José F. Moreno, Filiberto Pla
2020 C conf
Sentinel-2 Multi-Temporal Data for Rice Crop Classification in Nepal.
IGARSS
Tina Baidar, Rubén Fernández-Beltran, Filiberto Pla
2019 J jnl
Capsule Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Javier Plaza, Antonio Plaza, Jun Li, Filiberto Pla
2019 J jnl
Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Javier Plaza, Antonio J. Plaza, Filiberto Pla
2019 J jnl
GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
José Antonio Gallardo Jaramago, Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza
2019 J jnl
Intersensor Remote Sensing Image Registration Using Multispectral Semantic Embeddings.
IEEE Geosci. Remote. Sens. Lett.
Rubén Fernández-Beltran, Filiberto Pla, Antonio Plaza
2019 J jnl
Low-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Sergio Bernabé, Mercedes Eugenia Paoletti, Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza
2019 C conf
Open Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic Analysis.
IGARSS
Sergio Bernabé, Carlos García, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2019 J jnl
Remote Sensing Image Superresolution Using Deep Residual Channel Attention.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza
2019 J jnl
Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Mercedes Eugenia Paoletti, Rubén Fernández-Beltran, Javier Plaza, Antonio J. Plaza, Jun Li
2019 J jnl
Sentinel-2 and Sentinel-3 Intersensor Vegetation Estimation via Constrained Topic Modeling.
IEEE Geosci. Remote. Sens. Lett.
Rubén Fernández-Beltran, Filiberto Pla, Antonio Plaza
2018 J jnl
A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
2018 J jnl
Hyperspectral Unmixing Based on Dual-Depth Sparse Probabilistic Latent Semantic Analysis.
IEEE Trans. Geosci. Remote. Sens.
Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza, Filiberto Pla
2018 C conf
Inter-Sensor Regression Analysis for Operational Sentinel-2 and Sentinel-3 Data Products.
IGARSS
Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
2018 J jnl
Multimodal Probabilistic Latent Semantic Analysis for Sentinel-1 and Sentinel-2 Image Fusion.
IEEE Geosci. Remote. Sens. Lett.
Rubén Fernández-Beltran, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
2018 J jnl
Prior-based probabilistic latent semantic analysis for multimedia retrieval.
Multim. Tools Appl.
Rubén Fernández-Beltran, Filiberto Pla
2018 J jnl
Remote Sensing Image Fusion Using Hierarchical Multimodal Probabilistic Latent Semantic Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rubén Fernández-Beltran, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
2018 J jnl
Sparse multi-modal probabilistic latent semantic analysis for single-image super-resolution.
Signal Process.
Rubén Fernández-Beltran, Filiberto Pla
2016 J jnl
Latent topics-based relevance feedback for video retrieval.
Pattern Recognit.
Rubén Fernández-Beltran, Filiberto Pla
2015 J jnl
Incremental probabilistic Latent Semantic Analysis for video retrieval.
Image Vis. Comput.
Rubén Fernández-Beltran, Filiberto Pla
2015 Misc conf
Latent Topic Encoding for Content-Based Retrieval.
IbPRIA
Rubén Fernández-Beltran, Filiberto Pla
2013 — conf
An Interactive Video Retrieval Approach Based on Latent Topics.
ICIAP (1)
Rubén Fernández-Beltran, Filiberto Pla
2013 Misc conf
Vocabulary Reduction in BoW Representing by Topic Modeling.
IbPRIA
Rubén Fernández-Beltran, Raúl Montoliu, Filiberto Pla