A Navigation Agent for Mobile Manipulators. - Juan Mario Haut; Luis Manso; Daniel Gallego; Mercedes Paoletti; Pablo Bustos; Antonio Bandera; Adrián Romero-Garcés (ROBOT (2), 2015)

Multicore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza; Qingshan Liu 001; Renlong Hang (IGARSS, 2017)

Onboard payload-data dimensionality reduction. - Miguel Penalver; Fabio Del Frate; Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio J. Plaza (IGARSS, 2017)

Cloud implementation of the K-means algorithm for hyperspectral image analysis. - Juan Mario Haut; Mercedes Paoletti; Javier Plaza; Antonio Plaza (J. Supercomput., 2017)

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)

Evaluation of Different Regularization Methods for the Extreme Learning Machine Applied to Hyperspectral Images. - Juan Mario Haut; Yi Liu 017; Mercedes Eugenia Paoletti; Xiong Xu; Javier Plaza; Antonio Plaza (IGARSS, 2018)

An Investigation on Self-Normalized Deep Neural Networks for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (IGARSS, 2018)

Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines. - Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza (J. Real Time Image Process., 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)

Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (Remote. Sens., 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)

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)

Active Learning With Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach. - Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Jun Li 009; Antonio Plaza (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)

Accessibility-Free Active Learning for Hyperspectral Image Classification. - Chenying Liu 001; Jun Li 009; Mercedes Eugenia Paoletti; Juan Mario Haut; Antonio Plaza; Qian Shi 001 (IGARSS, 2019)

Solving Deep Neural Networks with Ordinary Differential Equations for Remotely Sensed Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio J. Plaza (IGARSS, 2019)

Efficient Convolutional Neural Network for Spectral-Spatial Hyperspectral Denoising. - Alessandro Maffei; Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Lorenzo Bruzzone; Antonio Plaza (WHISPERS, 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)

Hyperspectral Image Classification Using Random Occlusion Data Augmentation. - Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Antonio 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)

Cloud Deep Networks for Hyperspectral Image Analysis. - Juan Mario Haut; José Antonio Gallardo Jaramago; Mercedes Eugenia Paoletti; Gabriele Cavallaro; Javier Plaza; Antonio Plaza; Morris Riedel (IEEE Trans. Geosci. Remote. Sens., 2019)

Visual Attention-Driven Hyperspectral Image Classification. - Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza; Jun Li 009 (IEEE Trans. Geosci. Remote. Sens., 2019)

Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification. - Nanjun He; Mercedes Eugenia Paoletti; Juan Mario Haut; Leyuan Fang; Shutao Li; Antonio Plaza; Javier 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)

Training Capsnets via Active Learning for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (IGARSS, 2020)

Rotation Equivariant Convolutional Neural Networks for Hyperspectral Image Classification. - Mercedes Paoletti; Juan Mario Haut; Swalpa Kumar Roy; Eligius M. T. Hendrix (IEEE Access, 2020)

Neighboring Region Dropout for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2020)

Inference in Supervised Spectral Classifiers for On-Board Hyperspectral Imaging: An Overview. - Adrián Alcolea; Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Resano; Antonio Plaza (Remote. Sens., 2020)

A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Xuanwen Tao; Javier Plaza; Antonio Plaza (Remote. Sens., 2020)

A Single Model CNN for Hyperspectral Image Denoising. - Alessandro Maffei; Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Lorenzo Bruzzone; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2020)

Neural Ordinary Differential Equations for Hyperspectral Image Classification. - Mercedes Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2020)

Training deep neural networks: a static load balancing approach. - Sergio Moreno-Álvarez; Juan Mario Haut; Mercedes Eugenia Paoletti; Juan A. Rico-Gallego; Juan Carlos Díaz Martín; Javier Plaza (J. Supercomput., 2020)

Scalable recurrent neural network for hyperspectral image classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (J. Supercomput., 2020)

A Recommendation System for Electronic Health Records in the Context of the HOPE Project. - Ruben Vasallo González; Antonio Robles-Gómez; Rafael Pastor Vargas; Juan Mario Haut; Nicolás A. Passadore; Mercedes Eugenia Paoletti; Carlos Luis Sánchez-Bocanegra; Llanos Tobarra; Karla A. Chacón-Vargas; Roberto Hernández Berlinches; Francesc Saigí Rubió (CBMS, 2021)

Studying the Students' Learning in LoT@UNED. - Llanos Tobarra; Antonio Robles-Gómez; Rafael Pastor Vargas; Roberto Hernández 001; Juan Mario Haut (EDUCON, 2021)

Adapting Kernels for Hyperspectral Image Classification. - Juan Mario Haut; Mercedes Eugenia Paoletti; Rafael Pastor Vargas; Llanos Tobarra; Antonio Robles-Gómez; Roberto Hernández 001; Eligius M. T. Hendrix; J. Li (IGARSS, 2021)

Multiple Incremental Kernel Convolution for Land Cover Classification of Remotely Sensed Images. - Xuanwen Tao; Lirong Han; Mercedes Eugenia Paoletti; Swalpa Kumar Roy; Javier Plaza; Juan Mario Haut; Antonio Plaza (IGARSS, 2021)

A New Max-Min Convolutional Network for Hyperspectral Image Classification. - Swalpa Kumar Roy; Mercedes Eugenia Paoletti; Juan Mario Haut; Eligius M. T. Hendrix; Antonio Plaza (WHISPERS, 2021)

Analyzing the Users' Acceptance of an IoT Cloud Platform Using the UTAUT/TAM Model. - Antonio Robles-Gómez; Llanos Tobarra; Rafael Pastor Vargas; Roberto Hernández 001; Juan Mario Haut (IEEE Access, 2021)

SiCoDeF² Net: Siamese Convolution Deconvolution Feature Fusion Network for One-Shot Classification. - Swalpa Kumar Roy; Purbayan Kar; Mercedes Eugenia Paoletti; Juan Mario Haut; Rafael Pastor Vargas; Antonio Robles-Gómez (IEEE Access, 2021)

AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks. - Swalpa Kumar Roy; Mercedes Eugenia Paoletti; Juan Mario Haut; Shiv Ram Dubey; Purbayan Kar; Antonio Plaza; Bidyut B. Chaudhuri (CoRR, 2021)

Heterogeneous model parallelism for deep neural networks. - Sergio Moreno-Álvarez; Juan Mario Haut; Mercedes Eugenia Paoletti; Juan A. Rico-Gallego (Neurocomputing, 2021)

Multibranch Selective Kernel Networks for Hyperspectral Image Classification. - Tayeb Alipourfard; Mercedes Eugenia Paoletti; Juan Mario Haut; Hossein Arefi; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2021)

U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks. - Mercedes Eugenia Paoletti; Juan Mario Haut; Pedram Ghamisi; Naoto Yokoya; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2021)

Distributed Deep Learning for Remote Sensing Data Interpretation. - Juan Mario Haut; Mercedes Eugenia Paoletti; Sergio Moreno-Álvarez; Javier Plaza; Juan-Antonio Rico-Gallego; Antonio Plaza (Proc. IEEE, 2021)

Adaptable Convolutional Network for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut (Remote. Sens., 2021)

Endmember Estimation with Maximum Distance Analysis. - Xuanwen Tao; Mercedes Eugenia Paoletti; Juan Mario Haut; Peng Ren 001; Javier Plaza; Antonio Plaza (Remote. Sens., 2021)

Analysis of Remotely Sensed Images Through Social Media. - Alejandro Redondo; Juan Mario Haut; Mercedes Eugenia Paoletti; Xuanwen Tao; Javier Plaza; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Morphological Convolutional Neural Networks for Hyperspectral Image Classification. - Swalpa Kumar Roy; Ranjan Mondal; Mercedes Eugenia Paoletti; Juan Mario Haut; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Ghostnet for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Nuno S. Pereira; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2021)

FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Xuanwen Tao; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2021)

Deep mixed precision for hyperspectral image classification. - Mercedes Eugenia Paoletti; Xuanwen Tao; Juan Mario Haut; Sergio Moreno-Álvarez; Antonio Plaza (J. Supercomput., 2021)

PyCircularStats: A Python-Based Tool for Remote Sensing Circular Statistics and Graphical Analysis. - Aurora Cuartero; Mercedes Eugenia Paoletti; Pablo García Rodríguez; Juan Mario Haut (IGARSS, 2022)

Bi-Dimensional Vector Data Analysis of Positional Accuracy of Landsat-8 Image with Pycircularstats. - Aurora Cuartero; Mercedes Eugenia Paoletti; A. Rey Presas; Juan Mario Haut (IGARSS, 2022)

Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification. - Sergio Moreno-Álvarez; Mercedes Eugenia Paoletti; Juan A. Rico-Gallego; Gabriele Cavallaro; Juan Mario Haut (IGARSS, 2022)

Deep Attention-Driven HSI Scene Classification Based on Inverted Dot-Product. - Mercedes Eugenia Paoletti; Xuanwen Tao; Lirong Han; Zhaoyue Wu; Sergio Moreno-Álvarez; Juan Mario Haut (IGARSS, 2022)

A New 3D Convolution Network for Hyperspectral Unmixing. - Xuanwen Tao; Mercedes Eugenia Paoletti; Lirong Han; Zhaoyue Wu; Luis Ignacio Jiménez Gil; Juan Mario Haut; Peng Ren 001; Javier Plaza; Antonio J. Plaza (IGARSS, 2022)

Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation. - Zhaoyue Wu; Hongjun Su; Xuanwen Tao; Lirong Han; Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio J. Plaza (IGARSS, 2022)

Efficient Semantic Segmentation of Hyperspectral Images Using Adaptable Rectangular Convolution. - Jose L. García; Mercedes Eugenia Paoletti; Luis-Ignacio Jimenez; Juan Mario Haut; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2022)

GPU-Friendly Neural Networks for Remote Sensing Scene Classification. - Juan Mario Haut; Adrián Alcolea; Mercedes Eugenia Paoletti; Javier Plaza; Javier Resano; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2022)

Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing. - Sergio Moreno-Álvarez; Mercedes Eugenia Paoletti; Gabriele Cavallaro; Juan A. Rico-Gallego; Juan Mario Haut (IEEE Geosci. Remote. Sens. Lett., 2022)

Separable Attention Network in Single- and Mixed-Precision Floating Point for Land-Cover Classification of Remote Sensing Images. - Mercedes Paoletti; Juan Mario Haut; Tayeb Alipourfard; Swalpa Kumar Roy; Eligius M. T. Hendrix; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2022)

Endmember Estimation From Hyperspectral Images Using Geometric Distances. - Xuanwen Tao; Mercedes Eugenia Paoletti; Juan Mario Haut; Lirong Han; Peng Ren 001; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2022)

A New Deep Convolutional Network for Effective Hyperspectral Unmixing. - Xuanwen Tao; Mercedes Eugenia Paoletti; Lirong Han; Zhaoyue Wu; Peng Ren 001; Javier Plaza; Antonio Plaza; Juan Mario Haut (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Multiple Attention-Guided Capsule Networks for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Sergio Moreno-Álvarez; Juan Mario Haut (IEEE Trans. Geosci. Remote. Sens., 2022)

Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification. - Swalpa Kumar Roy; Juan Mario Haut; Mercedes Eugenia Paoletti; Shiv Ram Dubey; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Fast Orthogonal Projection for Hyperspectral Unmixing. - Xuanwen Tao; Mercedes Eugenia Paoletti; Lirong Han; Juan Mario Haut; Peng Ren 001; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Hyperspectral Anomaly Detection With Relaxed Collaborative Representation. - Zhaoyue Wu; Hongjun Su; Xuanwen Tao; Lirong Han; Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Heterogeneous gradient computing optimization for scalable deep neural networks. - Sergio Moreno-Álvarez; Mercedes Eugenia Paoletti; Juan A. Rico-Gallego; Juan Mario Haut (J. Supercomput., 2022)

Detection of cerebral ischaemia using transfer learning techniques. - Cristina Antón-Munárriz; Rafael Pastor Vargas; Juan Mario Haut; Antonio Robles-Gómez; Mercedes Eugenia Paoletti; José Alberto Benítez-Andrades (CBMS, 2023)

Deep Unrolling Network with Active Dictionary Learning for Hyperspectral Anomaly Detection. - Zhaoyue Wu; Xuanwen Tao; Mercedes Eugenia Paoletti; Juan Mario Haut; Rafael Pastor Vargas; Antonio Plaza (WHISPERS, 2023)

QCircularStats: A QGIS-Plugin for Evaluation Bidimensional Data by Circular Statistics. - Aurora Cuartero; Mercedes Eugenia Paoletti; Pablo García Rodríguez; Juan Mario Haut (IEEE Access, 2023)

Central Cohesion Gradual Hashing for Remote Sensing Image Retrieval. - Lirong Han; Mercedes Eugenia Paoletti; Xuanwen Tao; Zhaoyue Wu; Juan Mario Haut; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2023)

Cloud Implementation of Extreme Learning Machine for Hyperspectral Image Classification. - Juan Mario Haut; Sergio Moreno-Álvarez; Enrique Moreno-Ávila; Victor Andres Ayma; Rafael Pastor Vargas; Mercedes Eugenia Paoletti (IEEE Geosci. Remote. Sens. Lett., 2023)

Novel Spectral Loss Function for Unsupervised Hyperspectral Image Segmentation. - Ámbar Pérez-García; Mercedes Eugenia Paoletti; Juan Mario Haut; José Francisco López (IEEE Geosci. Remote. Sens. Lett., 2023)

A Comprehensive Survey of Imbalance Correction Techniques for Hyperspectral Data Classification. - Mercedes Eugenia Paoletti; Oscar Mogollon-Gutierrez; Sergio Moreno-Álvarez; José Carlos Sancho Núñez; Juan Mario Haut (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Sergio Moreno-Álvarez; Yu Xue 003; Juan Mario Haut; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Xuanwen Tao; Lirong Han; Zhaoyue Wu; Sergio Moreno-Álvarez; Swalpa Kumar Roy; Antonio Plaza; Juan Mario Haut (IEEE Trans. Geosci. Remote. Sens., 2023)

Spectral-Spatial Morphological Attention Transformer for Hyperspectral Image Classification. - Swalpa Kumar Roy; Ankur Deria; Chiranjibi Shah; Juan Mario Haut; Qian Du 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

Background-Guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly Detection. - Zhaoyue Wu; Mercedes Eugenia Paoletti; Hongjun Su; Xuanwen Tao; Lirong Han; Juan Mario Haut; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

Analysis and Detection of Melanoma through Collective Intelligence with AI. - Enrique Fernández-Morales; Carlos Luis Sánchez-Bocanegra; Rafael Pastor Vargas; José-Juan Pereyra-Rodriguez; Juan Mario Haut; José Alberto Benítez-Andrades (CBMS, 2024)

Deep Robust Hashing Using Self-Distillation for Remote Sensing Image Retrieval. - Lirong Han; Mercedes Eugenia Paoletti; Sergio Moreno-Álvarez; Juan Mario Haut; Antonio J. Plaza (IGARSS, 2024)

Correlation-Aware Averaging for Federated Learning in Remote Sensing Data Classification. - Sergio Moreno-Álvarez; Lirong Han; Mercedes Eugenia Paoletti; Juan Mario Haut (IGARSS, 2024)

Typical Mineral Abundance Estimation of Chang'e-3 Yutu Rover with Hyperspectral Data Based on Diffusion Autoencoder Unmixing Model. - Pan Zheng; Zhaoyue Wu; Mercedes Eugenia Paoletti; Juan Mario Haut; Jun Hu; Hongjun Su (IGARSS, 2024)

Federated learning meets remote sensing. - Sergio Moreno-Álvarez; Mercedes Eugenia Paoletti; A. J. Sanchez-Fernandez; Juan A. Rico-Gallego; Lirong Han; Juan Mario Haut (Expert Syst. Appl., 2024)

Transformer-Enhanced CNN Based on Intensive Feature for Hyperspectral Unmixing. - Youran Ge; Lirong Han; Mercedes Eugenia Paoletti; Juan Mario Haut; Gangrong Qu (IEEE Geosci. Remote. Sens. Lett., 2024)

Cloud-Based Analysis of Large-Scale Hyperspectral Imagery for Oil Spill Detection. - Juan Mario Haut; Sergio Moreno-Álvarez; Rafael Pastor Vargas; Ámbar Pérez-García; Mercedes Eugenia Paoletti (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images. - Lirong Han; Mercedes Eugenia Paoletti; Sergio Moreno-Álvarez; Juan Mario Haut; Rafael Pastor 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Hash-Based Remote Sensing Image Retrieval. - Lirong Han; Mercedes Eugenia Paoletti; Xuanwen Tao; Zhaoyue Wu; Juan Mario Haut; Peng Li 035; Rafael Pastor 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Cross Hyperspectral and LiDAR Attention Transformer: An Extended Self-Attention for Land Use and Land Cover Classification. - Swalpa Kumar Roy; Atri Sukul; Ali Jamali; Juan Mario Haut; Pedram Ghamisi (IEEE Trans. Geosci. Remote. Sens., 2024)

An Abundance-Guided Attention Network for Hyperspectral Unmixing. - Xuanwen Tao; Mercedes Eugenia Paoletti; Zhaoyue Wu; Juan Mario Haut; Peng Ren 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

SMCNet: Sparse-Inspired Masked Convolutional Network for Hyperspectral Anomaly Detection. - Zhaoyue Wu; Mercedes Eugenia Paoletti; Hongjun Su; Pan Zheng; Zhong Zhang; Juan Mario Haut; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Hyperspectral Image Analysis Using Cloud-Based Support Vector Machines. - Juan Mario Haut; Jose Miguel Franco-Valiente; Mercedes Eugenia Paoletti; Sergio Moreno-Álvarez; Alfonso Pardo Diaz (SN Comput. Sci., 2024)

Decentralized Mechanism for Edge Node Allocation in Access Network: An Experimental Evaluation. - Jesús Calle-Cancho; Carlos Cañada; Rafael Pastor Vargas; Mercedes Eugenia Paoletti; Juan Mario Haut (Future Internet, 2024)

Enhancing Distributed Neural Network Training Through Node-Based Communications. - Sergio Moreno-Álvarez; Mercedes Eugenia Paoletti; Gabriele Cavallaro; Juan Mario Haut (IEEE Trans. Neural Networks Learn. Syst., 2024)

PIDLF+: A Novel Adaptive PIDLF for Forestry Height Mapping Based on Single-Baseline PolInSAR Data. - Dandan Li; Hailiang Lu; Mercedes Eugenia Paoletti; Juan Mario Haut; Juntao Gu; Chao Li 066; Weipeng Jing 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

A Novel Spectral-Spatial Attention Network for Zero-Shot Pansharpening. - Hailiang Lu; Mercedes Eugenia Paoletti; Juan Mario Haut; Sergio Moreno-Álvarez; Guangsheng Chen; Weipeng Jing 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

REDU-Net: Robust and Efficient Dynamic Unfolding Network for Abundance Estimation. - Youran Ge; Lirong Han; Mercedes Eugenia Paoletti; Juan Mario Haut; Gangrong Qu; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

KACNet: Kolmogorov-Arnold Convolution Network for Hyperspectral Anomaly Detection. - Zhaoyue Wu; Hailiang Lu; Mercedes Eugenia Paoletti; Hongjun Su; Weipeng Jing 001; Juan Mario Haut (IEEE Trans. Geosci. Remote. Sens., 2025)

Cerebral ischemia detection using deep learning techniques. - Rafael Pastor Vargas; Cristina Antón-Munárriz; Juan Mario Haut; Antonio Robles-Gómez; Mercedes Eugenia Paoletti; José Alberto Benítez-Andrades (Health Inf. Sci. Syst., 2025)