Vocabulary Reduction in BoW Representing by Topic Modeling. - Rubén Fernández-Beltran; Raúl Montoliu; Filiberto Pla (IbPRIA, 2013)

An Interactive Video Retrieval Approach Based on Latent Topics. - Rubén Fernández-Beltran; Filiberto Pla (ICIAP (1), 2013)

Latent Topic Encoding for Content-Based Retrieval. - Rubén Fernández-Beltran; Filiberto Pla (IbPRIA, 2015)

Incremental probabilistic Latent Semantic Analysis for video retrieval. - Rubén Fernández-Beltran; Filiberto Pla (Image Vis. Comput., 2015)

Latent topics-based relevance feedback for video retrieval. - Rubén Fernández-Beltran; Filiberto Pla (Pattern Recognit., 2016)

Inter-Sensor Regression Analysis for Operational Sentinel-2 and Sentinel-3 Data Products. - Juan Mario Haut; Rubén Fernández-Beltran; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza; Filiberto Pla (IGARSS, 2018)

Multimodal Probabilistic Latent Semantic Analysis for Sentinel-1 and Sentinel-2 Image Fusion. - Rubén Fernández-Beltran; Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza; Filiberto Pla (IEEE Geosci. Remote. Sens. Lett., 2018)

Prior-based probabilistic latent semantic analysis for multimedia retrieval. - Rubén Fernández-Beltran; Filiberto Pla (Multim. Tools Appl., 2018)

Sparse multi-modal probabilistic latent semantic analysis for single-image super-resolution. - Rubén Fernández-Beltran; Filiberto Pla (Signal Process., 2018)

Remote Sensing Image Fusion Using Hierarchical Multimodal Probabilistic Latent Semantic Analysis. - Rubén Fernández-Beltran; Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza; Filiberto Pla (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Hyperspectral Unmixing Based on Dual-Depth Sparse Probabilistic Latent Semantic Analysis. - Rubén Fernández-Beltran; Antonio Plaza; Javier Plaza; Filiberto Pla (IEEE Trans. Geosci. Remote. Sens., 2018)

A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution. - Juan Mario Haut; Rubén Fernández-Beltran; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza; Filiberto Pla (IEEE Trans. Geosci. Remote. Sens., 2018)

Open Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic Analysis. - Sergio Bernabé; Carlos García 001; Rubén Fernández-Beltran; Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (IGARSS, 2019)

Sentinel-2 and Sentinel-3 Intersensor Vegetation Estimation via Constrained Topic Modeling. - Rubén Fernández-Beltran; Filiberto Pla; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2019)

Intersensor Remote Sensing Image Registration Using Multispectral Semantic Embeddings. - Rubén Fernández-Beltran; Filiberto Pla; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2019)

Low-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification. - Juan Mario Haut; Sergio Bernabé; Mercedes Eugenia Paoletti; Rubén Fernández-Beltran; Antonio Plaza; Javier Plaza (IEEE Geosci. Remote. Sens. Lett., 2019)

Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model. - Juan Mario Haut; Mercedes Eugenia Paoletti; Rubén Fernández-Beltran; Javier Plaza; Antonio J. Plaza; Jun Li 009 (IEEE Geosci. Remote. Sens. Lett., 2019)

GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing. - José Antonio Gallardo Jaramago; Mercedes Eugenia Paoletti; Juan Mario Haut; Rubén Fernández-Beltran; Antonio Plaza; Javier Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Remote Sensing Image Superresolution Using Deep Residual Channel Attention. - Juan Mario Haut; Rubén Fernández-Beltran; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2019)

Capsule Networks for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Rubén Fernández-Beltran; Javier Plaza; Antonio Plaza; Jun Li 009; Filiberto Pla (IEEE Trans. Geosci. Remote. Sens., 2019)

Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Rubén Fernández-Beltran; Javier Plaza; Antonio J. Plaza; Filiberto Pla (IEEE Trans. Geosci. Remote. Sens., 2019)

Sentinel-2 Multi-Temporal Data for Rice Crop Classification in Nepal. - Tina Baidar; Rubén Fernández-Beltran; Filiberto Pla (IGARSS, 2020)

Inter-Sensor Remote Sensing Image Enhancement for Operational Sentinel-2 and Sentinel-3 Data Products. - Rafael Fernandez; Rubén Fernández-Beltran; Filiberto Pla (IGARSS, 2020)

Endmember Extraction From Hyperspectral Imagery Based on Probabilistic Tensor Moments. - Rubén Fernández-Beltran; Filiberto Pla; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2020)

High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery. - Jian Kang 005; Rubén Fernández-Beltran; Zhen Ye; Xiaohua Tong; Pedram Ghamisi; Antonio Plaza (Remote. Sens., 2020)

Multitemporal Mosaicing for Sentinel-3/FLEX Derived Level-2 Product Composites. - Damian Ibañez; Rubén Fernández-Beltran; José Martínez Sotoca; Ramón Alberto Mollineda; José F. Moreno; Filiberto Pla (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Deep Hashing Based on Class-Discriminated Neighborhood Embedding. - Jian Kang 005; Rubén Fernández-Beltran; Zhen Ye; Xiaohua Tong; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Deep Metric Learning Based on Scalable Neighborhood Components for Remote Sensing Scene Characterization. - Jian Kang 005; Rubén Fernández-Beltran; Zhen Ye; Xiaohua Tong; Pedram Ghamisi; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2020)

Robust Deep Metric Learning for Remote Sensing Images with Noisy Annotations. - Jian Kang 005; Rubén Fernández-Beltran; Puhong Duan; Xudong Kang; Antonio Plaza (IGARSS, 2021)

Generalized Scalable Neighborhood Component Analysis for Single and Multi-Label Remote Sensing Image Characterization. - Jian Kang 005; Rubén Fernández-Beltran; Antonio Plaza (IGARSS, 2021)

Sentinel-3 Image Super-Resolution Using Data Fusion and Convolutional Neural Networks. - Rafael Fernandez; Rubén Fernández-Beltran; Filiberto Pla (IGARSS, 2021)

A Remote Sensing Image Registration Benchmark for Operational Sentinel-2 and Sentinel-3 Products. - Damian Ibañez; Rubén Fernández-Beltran; Filiberto Pla (IGARSS, 2021)

Unsupervised Remote Sensing Image Retrieval Using Probabilistic Latent Semantic Hashing. - Rubén Fernández-Beltran; Begüm Demir; Filiberto Pla; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2021)

Rice-Yield Prediction with Multi-Temporal Sentinel-2 Data and 3D CNN: A Case Study in Nepal. - Rubén Fernández-Beltran; Tina Baidar; Jian Kang 005; Filiberto Pla (Remote. Sens., 2021)

Sentinel-3/FLEX Biophysical Product Confidence Using Sentinel-2 Land-Cover Spatial Distributions. - Rubén Fernández-Beltran; Filiberto Pla; Jian Kang 005; José F. Moreno; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Sentinel-3 Super-Resolution Based on Dense Multireceptive Channel Attention. - Rafael Fernandez; Rubén Fernández-Beltran; Jian Kang 005; Filiberto Pla (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Noise-Tolerant Deep Neighborhood Embedding for Remotely Sensed Images With Label Noise. - Jian Kang 005; Rubén Fernández-Beltran; Xudong Kang; Jingen Ni; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

PiCoCo: Pixelwise Contrast and Consistency Learning for Semisupervised Building Footprint Segmentation. - Jian Kang 005; Zhirui Wang 003; Ruoxin Zhu; Xian Sun 001; Rubén Fernández-Beltran; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Robust Normalized Softmax Loss for Deep Metric Learning-Based Characterization of Remote Sensing Images With Label Noise. - Jian Kang 005; Rubén Fernández-Beltran; Puhong Duan; Xudong Kang; Antonio J. Plaza (IEEE Trans. Geosci. Remote. Sens., 2021)

Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast. - Jian Kang 005; Rubén Fernández-Beltran; Puhong Duan; Sicong Liu 001; Antonio J. Plaza (IEEE Trans. Geosci. Remote. Sens., 2021)

Graph Relation Network: Modeling Relations Between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval. - Jian Kang 005; Rubén Fernández-Beltran; Danfeng Hong; Jocelyn Chanussot; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2021)

Transfer Deep Learning for Remote Sensing Datasets: A Comparison Study. - Itza Hernandez-Sequeira; Rubén Fernández-Beltran; Filiberto Pla (IGARSS, 2022)

SEN23E: A Cloudless Geo-Referenced Multi-Spectral Sentinel-2/Sentinel-3 Dataset for Data Fusion Analysis. - Damian Ibañez; Rubén Fernández-Beltran; Filiberto Pla (IGARSS, 2022)

Simultaneous Color Restoration and Depth Estimation in Light Field Imaging. - Yongwei Li; Filiberto Pla; Mårten Sjöström; Rubén Fernández-Beltran (IEEE Access, 2022)

Toward Tightness of Scalable Neighborhood Component Analysis for Remote-Sensing Image Characterization. - Jian Kang 005; Rubén Fernández-Beltran; Sicong Liu 001; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2022)

Time-Resolved Sentinel-3 Vegetation Indices Via Inter-Sensor 3-D Convolutional Regression Networks. - Rubén Fernández-Beltran; Damian Ibañez; Jian Kang 005; Filiberto Pla (IEEE Geosci. Remote. Sens. Lett., 2022)

Deep Learning-Based Building Footprint Extraction With Missing Annotations. - Jian Kang 005; Rubén Fernández-Beltran; Xian Sun 001; Jingen Ni; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2022)

SAR Time-Series Despeckling via Nonlocal Total Variation Regularized Robust PCA. - Zhanyu Zhu; Jian Kang 005; Teng-Yu Ji; Zhe Zhang 026; Rubén Fernández-Beltran (IEEE Geosci. Remote. Sens. Lett., 2022)

DAT-CNN: Dual Attention Temporal CNN for Time-Resolving Sentinel-3 Vegetation Indices. - Damian Ibañez; Rubén Fernández-Beltran; Filiberto Pla; Naoto Yokoya (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Decoding the Partial Pretrained Networks for Sea-Ice Segmentation of 2021 Gaofen Challenge. - Jian Kang 005; Fengyu Tong; Xiang Ding; Sijiang Li; Ruoxin Zhu; Yan Huang 018; Yusheng Xu; Rubén Fernández-Beltran (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Attentional Dense Convolutional Neural Network for Water Body Extraction From Sentinel-2 Images. - Janak Parajuli; Rubén Fernández-Beltran; Jian Kang 005; Filiberto Pla (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Masked Auto-Encoding Spectral-Spatial Transformer for Hyperspectral Image Classification. - Damian Ibañez; Rubén Fernández-Beltran; Filiberto Pla; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2022)

Rotation-Invariant Deep Embedding for Remote Sensing Images. - Jian Kang 005; Rubén Fernández-Beltran; Zhirui Wang 003; Xian Sun 001; Jingen Ni; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation. - Jian Kang 005; Zhirui Wang 003; Ruoxin Zhu; Junshi Xia; Xian Sun 001; Rubén Fernández-Beltran; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval. - Yuxi Sun 002; Yunming Ye; Jian Kang 005; Rubén Fernández-Beltran; Yifang Ban; Xutao Li 003; Bowen Zhang 005; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Comparison of Classic Classifiers, Metaheuristic Algorithms and Convolutional Neural Networks in Hyperspectral Classification of Nitrogen Treatment in Tomato Leaves. - Brahim Benmouna; Razieh Pourdarbani; Sajad Sabzi; Rubén Fernández-Beltran; Ginés García-Mateos; José Miguel Molina-Martínez (Remote. Sens., 2022)

Semi-supervised Classification for Remote Sensing Datasets. - Itza Hernandez-Sequeira; Rubén Fernández-Beltran; Yonghao Xu; Pedram Ghamisi; Filiberto Pla (ICIAP (1), 2023)

FloU-Net: An Optical Flow Network for Multimodal Self-Supervised Image Registration. - Damian Ibañez; Rubén Fernández-Beltran; Filiberto Pla (IEEE Geosci. Remote. Sens. Lett., 2023)

SAR time series despeckling via nonlocal matrix decomposition in logarithm domain. - Jian Kang 005; Tengyu Ji; Zhe Zhang 026; Rubén Fernández-Beltran (Signal Process., 2023)

Cross-View Object Geo-Localization in a Local Region With Satellite Imagery. - Yuxi Sun 002; Yunming Ye; Jian Kang 005; Rubén Fernández-Beltran; Shanshan Feng 001; Xutao Li 003; Chuyao Luo; Puzhao Zhang; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

Consistency Center-Based Deep Cross-Modal Hashing for Multisource Remote Sensing Image Retrieval. - Yuxi Sun 002; Yunming Ye; Jian Kang 005; Rubén Fernández-Beltran; Xutao Li 003; Zhenyu Xiong; Xu Huang; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

W-NetPan: Double-U network for inter-sensor self-supervised pan-sharpening. - Rubén Fernández-Beltran; Rafael Fernandez; Jian Kang 005; Filiberto Pla (Neurocomputing, 2023)

Shadow detection using a cross-attentional dual-decoder network with self-supervised image reconstruction features. - Rubén Fernández-Beltran; Angélica Guzmán Ponce; Rafael Fernandez; Jian Kang 005; Ginés García-Mateos (Image Vis. Comput., 2024)

Semi- and Self-Supervised Metric Learning for Remote Sensing Applications. - Itza Hernandez-Sequeira; Rubén Fernández-Beltran; Filiberto Pla (IEEE Geosci. Remote. Sens. Lett., 2024)

CroMoDa: Unsupervised Oriented SAR Ship Detection via Cross-Modality Distribution Alignment. - Xi Chen; Zhirui Wang 003; Wenhao Wang; Xinyi Xie; Jian Kang 005; Rubén Fernández-Beltran (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval. - Yuxi Sun 002; Yunming Ye; Jian Kang 005; Rubén Fernández-Beltran; Yifang Ban; Sebastian Hafner; Xutao Li 003; Chuyao Luo; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

A Comparative Study of Physically Accurate Synthetic Shadow Datasets in Agricultural Settings with Human Activity. - Mengchen Huang; Rubén Fernández-Beltran; Ginés García-Mateos (Sensors, 2024)

Symmetry in Explainable AI: A Morphometric Deep Learning Analysis for Skin Lesion Classification. - Rafael Fernandez; Angélica Guzmán Ponce; Rubén Fernández-Beltran; Ginés García-Mateos (Symmetry, 2025)

Inter-Sensor High-Resolution and Multi-Temporal Image Fusion for Unsupervised Domain Adaptation in Remote Sensing. - Damian Ibañez; Junshi Xia; Naoto Yokoya; Filiberto Pla; Rubén Fernández-Beltran (IEEE Trans. Geosci. Remote. Sens., 2025)

Multi-modal consistent loss diffusion model for Sentinel-3 single image super resolution. - Damian Ibañez; Rubén Fernández-Beltran; Filiberto Pla; Naoto Yokoya; Junshi Xia (Neural Comput. Appl., 2025)