Rubén Fernández-Beltran

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 63

Top Topics

Latent Semantic

Image Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Itza Hernandez-Sequeira, Rubén Fernández-Beltran, Filiberto Pla
Semi- and Self-Supervised Metric Learning for Remote Sensing Applications. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Sebastian Hafner, Xutao Li, Chuyao Luo, Antonio Plaza
Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Mengchen Huang, Rubén Fernández-Beltran, Ginés García-Mateos
A Comparative Study of Physically Accurate Synthetic Shadow Datasets in Agricultural Settings with Human Activity. Sensors 24 (9) (2024)
Xi Chen, Zhirui Wang, Wenhao Wang, Xinyi Xie, Jian Kang, Rubén Fernández-Beltran
CroMoDa: Unsupervised Oriented SAR Ship Detection via Cross-Modality Distribution Alignment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Rubén Fernández-Beltran, Angélica Guzmán Ponce, Rafael Fernandez, Jian Kang, Ginés García-Mateos
Shadow detection using a cross-attentional dual-decoder network with self-supervised image reconstruction features. Image Vis. Comput. 143 (2024)
Jian Kang, Tengyu Ji, Zhe Zhang, Rubén Fernández-Beltran
SAR time series despeckling via nonlocal matrix decomposition in logarithm domain. Signal Process. 209 (2023)
Itza Hernandez-Sequeira, Rubén Fernández-Beltran, Yonghao Xu, Pedram Ghamisi, Filiberto Pla
Semi-supervised Classification for Remote Sensing Datasets. ICIAP (1) (2023)
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Shanshan Feng, Xutao Li, Chuyao Luo, Puzhao Zhang, Antonio Plaza
Cross-View Object Geo-Localization in a Local Region With Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla
FloU-Net: An Optical Flow Network for Multimodal Self-Supervised Image Registration. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Xutao Li, Zhenyu Xiong, Xu Huang, Antonio Plaza
Consistency Center-Based Deep Cross-Modal Hashing for Multisource Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Rubén Fernández-Beltran, Rafael Fernandez, Jian Kang, Filiberto Pla
W-NetPan: Double-U network for inter-sensor self-supervised pan-sharpening. Neurocomputing 530 (2023)
Jian Kang, Zhirui Wang, Ruoxin Zhu, Junshi Xia, Xian Sun, Rubén Fernández-Beltran, Antonio Plaza
DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jian Kang, Rubén Fernández-Beltran, Sicong Liu, Antonio Plaza
Toward Tightness of Scalable Neighborhood Component Analysis for Remote-Sensing Image Characterization. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zhanyu Zhu, Jian Kang, Teng-Yu Ji, Zhe Zhang, Rubén Fernández-Beltran
SAR Time-Series Despeckling via Nonlocal Total Variation Regularized Robust PCA. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Brahim Benmouna, Razieh Pourdarbani, Sajad Sabzi, Rubén Fernández-Beltran, Ginés García-Mateos, José Miguel Molina-Martínez
Comparison of Classic Classifiers, Metaheuristic Algorithms and Convolutional Neural Networks in Hyperspectral Classification of Nitrogen Treatment in Tomato Leaves. Remote. Sens. 14 (24) (2022)
Jian Kang, Fengyu Tong, Xiang Ding, Sijiang Li, Ruoxin Zhu, Yan Huang, Yusheng Xu, Rubén Fernández-Beltran
Decoding the Partial Pretrained Networks for Sea-Ice Segmentation of 2021 Gaofen Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Jian Kang, Rubén Fernández-Beltran, Zhirui Wang, Xian Sun, Jingen Ni, Antonio Plaza
Rotation-Invariant Deep Embedding for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Rubén Fernández-Beltran, Damian Ibañez, Jian Kang, Filiberto Pla
Time-Resolved Sentinel-3 Vegetation Indices Via Inter-Sensor 3-D Convolutional Regression Networks. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Janak Parajuli, Rubén Fernández-Beltran, Jian Kang, Filiberto Pla
Attentional Dense Convolutional Neural Network for Water Body Extraction From Sentinel-2 Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Jian Kang, Rubén Fernández-Beltran, Xian Sun, Jingen Ni, Antonio Plaza
Deep Learning-Based Building Footprint Extraction With Missing Annotations. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Xutao Li, Bowen Zhang, Antonio Plaza
Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Itza Hernandez-Sequeira, Rubén Fernández-Beltran, Filiberto Pla
Transfer Deep Learning for Remote Sensing Datasets: A Comparison Study. IGARSS (2022)
Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla, Naoto Yokoya
DAT-CNN: Dual Attention Temporal CNN for Time-Resolving Sentinel-3 Vegetation Indices. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla, Naoto Yokoya
Masked Auto-Encoding Spectral-Spatial Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla
SEN23E: A Cloudless Geo-Referenced Multi-Spectral Sentinel-2/Sentinel-3 Dataset for Data Fusion Analysis. IGARSS (2022)
Yongwei Li, Filiberto Pla, Mårten Sjöström, Rubén Fernández-Beltran
Simultaneous Color Restoration and Depth Estimation in Light Field Imaging. IEEE Access 10 (2022)
Jian Kang, Rubén Fernández-Beltran, Antonio Plaza
Generalized Scalable Neighborhood Component Analysis for Single and Multi-Label Remote Sensing Image Characterization. IGARSS (2021)
Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla
A Remote Sensing Image Registration Benchmark for Operational Sentinel-2 and Sentinel-3 Products. IGARSS (2021)
Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Xudong Kang, Antonio Plaza
Robust Deep Metric Learning for Remote Sensing Images with Noisy Annotations. IGARSS (2021)
Rafael Fernandez, Rubén Fernández-Beltran, Filiberto Pla
Sentinel-3 Image Super-Resolution Using Data Fusion and Convolutional Neural Networks. IGARSS (2021)
Jian Kang, Zhirui Wang, Ruoxin Zhu, Xian Sun, Rubén Fernández-Beltran, Antonio Plaza
PiCoCo: Pixelwise Contrast and Consistency Learning for Semisupervised Building Footprint Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Sicong Liu, Antonio J. Plaza
Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast. IEEE Trans. Geosci. Remote. Sens. 59 (3) (2021)
Rubén Fernández-Beltran, Filiberto Pla, Jian Kang, José F. Moreno, Antonio Plaza
Sentinel-3/FLEX Biophysical Product Confidence Using Sentinel-2 Land-Cover Spatial Distributions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Jian Kang, Rubén Fernández-Beltran, Danfeng Hong, Jocelyn Chanussot, Antonio Plaza
Graph Relation Network: Modeling Relations Between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval. IEEE Trans. Geosci. Remote. Sens. 59 (5) (2021)
Rubén Fernández-Beltran, Begüm Demir, Filiberto Pla, Antonio Plaza
Unsupervised Remote Sensing Image Retrieval Using Probabilistic Latent Semantic Hashing. IEEE Geosci. Remote. Sens. Lett. 18 (2) (2021)
Rubén Fernández-Beltran, Tina Baidar, Jian Kang, Filiberto Pla
Rice-Yield Prediction with Multi-Temporal Sentinel-2 Data and 3D CNN: A Case Study in Nepal. Remote. Sens. 13 (7) (2021)
Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Xudong Kang, Antonio J. Plaza
Robust Normalized Softmax Loss for Deep Metric Learning-Based Characterization of Remote Sensing Images With Label Noise. IEEE Trans. Geosci. Remote. Sens. 59 (10) (2021)
Rafael Fernandez, Rubén Fernández-Beltran, Jian Kang, Filiberto Pla
Sentinel-3 Super-Resolution Based on Dense Multireceptive Channel Attention. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Jian Kang, Rubén Fernández-Beltran, Xudong Kang, Jingen Ni, Antonio Plaza
Noise-Tolerant Deep Neighborhood Embedding for Remotely Sensed Images With Label Noise. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Rubén Fernández-Beltran, Filiberto Pla, Antonio Plaza
Endmember Extraction From Hyperspectral Imagery Based on Probabilistic Tensor Moments. IEEE Geosci. Remote. Sens. Lett. 17 (12) (2020)
Tina Baidar, Rubén Fernández-Beltran, Filiberto Pla
Sentinel-2 Multi-Temporal Data for Rice Crop Classification in Nepal. IGARSS (2020)
Rafael Fernandez, Rubén Fernández-Beltran, Filiberto Pla
Inter-Sensor Remote Sensing Image Enhancement for Operational Sentinel-2 and Sentinel-3 Data Products. IGARSS (2020)
Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Antonio Plaza
Deep Hashing Based on Class-Discriminated Neighborhood Embedding. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, Antonio Plaza
High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery. Remote. Sens. 12 (16) (2020)
Damian Ibañez, Rubén Fernández-Beltran, José Martínez Sotoca, Ramón Alberto Mollineda, José F. Moreno, Filiberto Pla
Multitemporal Mosaicing for Sentinel-3/FLEX Derived Level-2 Product Composites. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, Antonio Plaza
Deep Metric Learning Based on Scalable Neighborhood Components for Remote Sensing Scene Characterization. IEEE Trans. Geosci. Remote. Sens. 58 (12) (2020)
Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Javier Plaza, Antonio J. Plaza, Filiberto Pla
Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57 (2) (2019)
Rubén Fernández-Beltran, Filiberto Pla, Antonio Plaza
Sentinel-2 and Sentinel-3 Intersensor Vegetation Estimation via Constrained Topic Modeling. IEEE Geosci. Remote. Sens. Lett. 16 (10) (2019)
Juan Mario Haut, Sergio Bernabé, Mercedes Eugenia Paoletti, Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza
Low-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16 (5) (2019)
Sergio Bernabé, Carlos García, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
Open Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic Analysis. IGARSS (2019)
Juan Mario Haut, Mercedes Eugenia Paoletti, Rubén Fernández-Beltran, Javier Plaza, Antonio J. Plaza, Jun Li
Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model. IEEE Geosci. Remote. Sens. Lett. 16 (9) (2019)
Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza
Remote Sensing Image Superresolution Using Deep Residual Channel Attention. IEEE Trans. Geosci. Remote. Sens. 57 (11) (2019)
Rubén Fernández-Beltran, Filiberto Pla, Antonio Plaza
Intersensor Remote Sensing Image Registration Using Multispectral Semantic Embeddings. IEEE Geosci. Remote. Sens. Lett. 16 (10) (2019)
Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Javier Plaza, Antonio Plaza, Jun Li, Filiberto Pla
Capsule Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57 (4) (2019)
José Antonio Gallardo Jaramago, Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza
GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (9) (2019)
Rubén Fernández-Beltran, Filiberto Pla
Sparse multi-modal probabilistic latent semantic analysis for single-image super-resolution. Signal Process. 152 (2018)
Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 56 (11) (2018)
Rubén Fernández-Beltran, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
Multimodal Probabilistic Latent Semantic Analysis for Sentinel-1 and Sentinel-2 Image Fusion. IEEE Geosci. Remote. Sens. Lett. 15 (9) (2018)
Rubén Fernández-Beltran, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
Remote Sensing Image Fusion Using Hierarchical Multimodal Probabilistic Latent Semantic Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (12) (2018)
Rubén Fernández-Beltran, Filiberto Pla
Prior-based probabilistic latent semantic analysis for multimedia retrieval. Multim. Tools Appl. 77 (13) (2018)
Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
Inter-Sensor Regression Analysis for Operational Sentinel-2 and Sentinel-3 Data Products. IGARSS (2018)
Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza, Filiberto Pla
Hyperspectral Unmixing Based on Dual-Depth Sparse Probabilistic Latent Semantic Analysis. IEEE Trans. Geosci. Remote. Sens. 56 (11) (2018)
Rubén Fernández-Beltran, Filiberto Pla
Latent topics-based relevance feedback for video retrieval. Pattern Recognit. 51 (2016)
Rubén Fernández-Beltran, Filiberto Pla
Latent Topic Encoding for Content-Based Retrieval. IbPRIA (2015)
Rubén Fernández-Beltran, Filiberto Pla
Incremental probabilistic Latent Semantic Analysis for video retrieval. Image Vis. Comput. 38 (2015)
Rubén Fernández-Beltran, Raúl Montoliu, Filiberto Pla
Vocabulary Reduction in BoW Representing by Topic Modeling. IbPRIA (2013)
Rubén Fernández-Beltran, Filiberto Pla
An Interactive Video Retrieval Approach Based on Latent Topics. ICIAP (1) (2013)