Mercedes Eugenia Paoletti

99 papers B 2C 20Journal 73Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
AI-driven meta-model for cybersecurity in next-generation networks using multilayer Extreme Learning Machine.
Array
Jesús Calle-Cancho, Jesús Galeano-Brajones, David Cortés-Polo, Mercedes Eugenia Paoletti, Juan Mario Haut
2026 J jnl
Transformer-based network for enhanced wireless service differentiation in 6G.
Expert Syst. Appl.
David Cortés-Polo, Jesús Calle-Cancho, Mercedes Eugenia Paoletti, Juan Mario Haut
2025 J jnl
A Novel Spectral-Spatial Attention Network for Zero-Shot Pansharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hailiang Lu, Mercedes Eugenia Paoletti, Juan Mario Haut, Sergio Moreno-Álvarez, Guangsheng Chen, Weipeng Jing
2025 J jnl
Cerebral ischemia detection using deep learning techniques.
Health Inf. Sci. Syst.
Rafael Pastor Vargas, Cristina Antón-Munárriz, Juan Mario Haut, Antonio Robles-Gómez, Mercedes Eugenia Paoletti, José Alberto Benítez-Andrades
2025 J jnl
Distributed Parallel Hyperspectral Unmixing for Large-Scale Data in Spark Environments via Geometric Distance.
IEEE Trans. Geosci. Remote. Sens.
Carlos Cañada, Mercedes Eugenia Paoletti, María B. García-Flores, Xuanwen Tao, Rafael Pastor Vargas, Juan Mario Haut
2025 J jnl
KACNet: Kolmogorov-Arnold Convolution Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhaoyue Wu, Hailiang Lu, Mercedes Eugenia Paoletti, Hongjun Su, Weipeng Jing, Juan Mario Haut
2025 J jnl
PIDLF+: A Novel Adaptive PIDLF for Forestry Height Mapping Based on Single-Baseline PolInSAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dandan Li, Hailiang Lu, Mercedes Eugenia Paoletti, Juan Mario Haut, Juntao Gu, Chao Li, Weipeng Jing
2025 J jnl
REDU-Net: Robust and Efficient Dynamic Unfolding Network for Abundance Estimation.
IEEE Trans. Geosci. Remote. Sens.
Youran Ge, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Gangrong Qu, Antonio Plaza
2024 J jnl
An Abundance-Guided Attention Network for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Xuanwen Tao, Mercedes Eugenia Paoletti, Zhaoyue Wu, Juan Mario Haut, Peng Ren, Antonio Plaza
2024 J jnl
Cloud-Based Analysis of Large-Scale Hyperspectral Imagery for Oil Spill Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Juan Mario Haut, Sergio Moreno-Álvarez, Rafael Pastor Vargas, Ámbar Pérez-García, Mercedes Eugenia Paoletti
2024 C conf
Correlation-Aware Averaging for Federated Learning in Remote Sensing Data Classification.
IGARSS
Sergio Moreno-Álvarez, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut
2024 J jnl
Decentralized Mechanism for Edge Node Allocation in Access Network: An Experimental Evaluation.
Future Internet
Jesús Calle-Cancho, Carlos Cañada, Rafael Pastor Vargas, Mercedes Eugenia Paoletti, Juan Mario Haut
2024 C conf
Deep Robust Hashing Using Self-Distillation for Remote Sensing Image Retrieval.
IGARSS
Lirong Han, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut, Antonio J. Plaza
2024 J jnl
Enhancing Distributed Neural Network Training Through Node-Based Communications.
IEEE Trans. Neural Networks Learn. Syst.
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Gabriele Cavallaro, Juan Mario Haut
2024 J jnl
Federated learning meets remote sensing.
Expert Syst. Appl.
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, A. J. Sanchez-Fernandez, Juan A. Rico-Gallego, Lirong Han, Juan Mario Haut
2024 J jnl
Graph Convolutional Network With Relaxed Collaborative Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hengyi Zheng, Hongjun Su, Zhaoyue Wu, Mercedes Eugenia Paoletti, Qian Du
2024 J jnl
Hash-Based Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Lirong Han, Mercedes Eugenia Paoletti, Xuanwen Tao, Zhaoyue Wu, Juan Mario Haut, Peng Li, Rafael Pastor, Antonio Plaza
2024 J jnl
Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lirong Han, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut, Rafael Pastor, Antonio Plaza
2024 J jnl
Hyperspectral Image Analysis Using Cloud-Based Support Vector Machines.
SN Comput. Sci.
Juan Mario Haut, Jose Miguel Franco-Valiente, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Alfonso Pardo Diaz
2024 J jnl
SMCNet: Sparse-Inspired Masked Convolutional Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhaoyue Wu, Mercedes Eugenia Paoletti, Hongjun Su, Pan Zheng, Zhong Zhang, Juan Mario Haut, Antonio Plaza
2024 J jnl
Transformer-Enhanced CNN Based on Intensive Feature for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Youran Ge, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Gangrong Qu
2024 C conf
Typical Mineral Abundance Estimation of Chang'e-3 Yutu Rover with Hyperspectral Data Based on Diffusion Autoencoder Unmixing Model.
IGARSS
Pan Zheng, Zhaoyue Wu, Mercedes Eugenia Paoletti, Juan Mario Haut, Jun Hu, Hongjun Su
2023 J jnl
A Comprehensive Survey of Imbalance Correction Techniques for Hyperspectral Data Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mercedes Eugenia Paoletti, Óscar Mogollón-Gutiérrez, Sergio Moreno-Álvarez, José Carlos Sancho Núñez, Juan Mario Haut
2023 J jnl
AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Yu Xue, Juan Mario Haut, Antonio Plaza
2023 J jnl
Background-Guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhaoyue Wu, Mercedes Eugenia Paoletti, Hongjun Su, Xuanwen Tao, Lirong Han, Juan Mario Haut, Antonio Plaza
2023 J jnl
Central Cohesion Gradual Hashing for Remote Sensing Image Retrieval.
IEEE Geosci. Remote. Sens. Lett.
Lirong Han, Mercedes Eugenia Paoletti, Xuanwen Tao, Zhaoyue Wu, Juan Mario Haut, Javier Plaza, Antonio Plaza
2023 J jnl
Cloud Implementation of Extreme Learning Machine for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Sergio Moreno-Álvarez, Enrique Moreno-Ávila, Victor Andres Ayma, Rafael Pastor Vargas, Mercedes Eugenia Paoletti
2023 — conf
Deep Unrolling Network with Active Dictionary Learning for Hyperspectral Anomaly Detection.
WHISPERS
Zhaoyue Wu, Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Rafael Pastor Vargas, Antonio Plaza
2023 B conf
Detection of cerebral ischaemia using transfer learning techniques.
CBMS
Cristina Antón-Munárriz, Rafael Pastor Vargas, Juan Mario Haut, Antonio Robles-Gómez, Mercedes Eugenia Paoletti, José Alberto Benítez-Andrades
2023 J jnl
Novel Spectral Loss Function for Unsupervised Hyperspectral Image Segmentation.
IEEE Geosci. Remote. Sens. Lett.
Ámbar Pérez-García, Mercedes Eugenia Paoletti, Juan Mario Haut, José Francisco López
2023 J jnl
Orthogonal projection for anomaly detection in networking datasets.
J. Ambient Intell. Humaniz. Comput.
David Cortés-Polo, Luis-Ignacio Jimenez, Mercedes Eugenia Paoletti, Jesús Calle-Cancho, Juan A. Rico-Gallego
2023 J jnl
Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Xuanwen Tao, Lirong Han, Zhaoyue Wu, Sergio Moreno-Álvarez, Swalpa Kumar Roy, Antonio Plaza, Juan Mario Haut
2023 J jnl
QCircularStats: A QGIS-Plugin for Evaluation Bidimensional Data by Circular Statistics.
IEEE Access
Aurora Cuartero, Mercedes Eugenia Paoletti, Pablo García Rodríguez, Juan Mario Haut
2022 C conf
A New 3D Convolution Network for Hyperspectral Unmixing.
IGARSS
Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Zhaoyue Wu, Luis Ignacio Jiménez Gil, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio J. Plaza
2022 J jnl
A New Deep Convolutional Network for Effective Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Zhaoyue Wu, Peng Ren, Javier Plaza, Antonio Plaza, Juan Mario Haut
2022 C conf
Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation.
IGARSS
Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza
2022 C conf
Bi-Dimensional Vector Data Analysis of Positional Accuracy of Landsat-8 Image with Pycircularstats.
IGARSS
Aurora Cuartero, Mercedes Eugenia Paoletti, A. Rey Presas, Juan Mario Haut
2022 C conf
Deep Attention-Driven HSI Scene Classification Based on Inverted Dot-Product.
IGARSS
Mercedes Eugenia Paoletti, Xuanwen Tao, Lirong Han, Zhaoyue Wu, Sergio Moreno-Álvarez, Juan Mario Haut
2022 J jnl
Efficient Semantic Segmentation of Hyperspectral Images Using Adaptable Rectangular Convolution.
IEEE Geosci. Remote. Sens. Lett.
Jose L. García, Mercedes Eugenia Paoletti, Luis-Ignacio Jimenez, Juan Mario Haut, Antonio Plaza
2022 J jnl
Endmember Estimation From Hyperspectral Images Using Geometric Distances.
IEEE Geosci. Remote. Sens. Lett.
Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Lirong Han, Peng Ren, Javier Plaza, Antonio Plaza
2022 J jnl
Fast Orthogonal Projection for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio Plaza
2022 J jnl
GPU-Friendly Neural Networks for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Adrián Alcolea, Mercedes Eugenia Paoletti, Javier Plaza, Javier Resano, Antonio Plaza
2022 J jnl
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Swalpa Kumar Roy, Juan Mario Haut, Mercedes Eugenia Paoletti, Shiv Ram Dubey, Antonio Plaza
2022 J jnl
Heterogeneous gradient computing optimization for scalable deep neural networks.
J. Supercomput.
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Juan Mario Haut
2022 J jnl
Hyperspectral Anomaly Detection With Relaxed Collaborative Representation.
IEEE Trans. Geosci. Remote. Sens.
Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2022 J jnl
Multiple Attention-Guided Capsule Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut
2022 C conf
Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification.
IGARSS
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Gabriele Cavallaro, Juan Mario Haut
2022 C conf
PyCircularStats: A Python-Based Tool for Remote Sensing Circular Statistics and Graphical Analysis.
IGARSS
Aurora Cuartero, Mercedes Eugenia Paoletti, Pablo García Rodríguez, Juan Mario Haut
2022 J jnl
Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing.
IEEE Geosci. Remote. Sens. Lett.
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Gabriele Cavallaro, Juan A. Rico-Gallego, Juan Mario Haut
2021 — conf
A New Max-Min Convolutional Network for Hyperspectral Image Classification.
WHISPERS
Swalpa Kumar Roy, Mercedes Eugenia Paoletti, Juan Mario Haut, Eligius M. T. Hendrix, Antonio Plaza
2021 B conf
A Recommendation System for Electronic Health Records in the Context of the HOPE Project.
CBMS
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
2021 J jnl
Adaptable Convolutional Network for Hyperspectral Image Classification.
Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut
2021 C conf
Adapting Kernels for Hyperspectral Image Classification.
IGARSS
Juan Mario Haut, Mercedes Eugenia Paoletti, Rafael Pastor Vargas, Llanos Tobarra, Antonio Robles-Gómez, Roberto Hernández, Eligius M. T. Hendrix, J. Li
2021 J jnl
Analysis of Remotely Sensed Images Through Social Media.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alejandro Redondo, Juan Mario Haut, Mercedes Eugenia Paoletti, Xuanwen Tao, Javier Plaza, Antonio Plaza
2021 J jnl
AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks.
CoRR
Swalpa Kumar Roy, Mercedes Eugenia Paoletti, Juan Mario Haut, Shiv Ram Dubey, Purbayan Kar, Antonio Plaza, Bidyut B. Chaudhuri
2021 J jnl
Deep mixed precision for hyperspectral image classification.
J. Supercomput.
Mercedes Eugenia Paoletti, Xuanwen Tao, Juan Mario Haut, Sergio Moreno-Álvarez, Antonio Plaza
2021 J jnl
Distributed Deep Learning for Remote Sensing Data Interpretation.
Proc. IEEE
Juan Mario Haut, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Javier Plaza, Juan-Antonio Rico-Gallego, Antonio Plaza
2021 J jnl
Endmember Estimation with Maximum Distance Analysis.
Remote. Sens.
Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio Plaza
2021 J jnl
FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Xuanwen Tao, Javier Plaza, Antonio Plaza
2021 J jnl
Ghostnet for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Nuno S. Pereira, Javier Plaza, Antonio Plaza
2021 J jnl
Heterogeneous model parallelism for deep neural networks.
Neurocomputing
Sergio Moreno-Álvarez, Juan Mario Haut, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego
2021 J jnl
Morphological Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Swalpa Kumar Roy, Ranjan Mondal, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza
2021 J jnl
Multibranch Selective Kernel Networks for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Tayeb Alipourfard, Mercedes Eugenia Paoletti, Juan Mario Haut, Hossein Arefi, Javier Plaza, Antonio Plaza
2021 C conf
Multiple Incremental Kernel Convolution for Land Cover Classification of Remotely Sensed Images.
IGARSS
Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Swalpa Kumar Roy, Javier Plaza, Juan Mario Haut, Antonio Plaza
2021 J jnl
SiCoDeF² Net: Siamese Convolution Deconvolution Feature Fusion Network for One-Shot Classification.
IEEE Access
Swalpa Kumar Roy, Purbayan Kar, Mercedes Eugenia Paoletti, Juan Mario Haut, Rafael Pastor Vargas, Antonio Robles-Gómez
2021 J jnl
U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks.
IEEE Geosci. Remote. Sens. Lett.
Mercedes Eugenia Paoletti, Juan Mario Haut, Pedram Ghamisi, Naoto Yokoya, Javier Plaza, Antonio Plaza
2020 J jnl
A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification.
Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Xuanwen Tao, Javier Plaza, Antonio Plaza
2020 J jnl
A Single Model CNN for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Alessandro Maffei, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza
2020 J jnl
Inference in Supervised Spectral Classifiers for On-Board Hyperspectral Imaging: An Overview.
Remote. Sens.
Adrián Alcolea, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Resano, Antonio Plaza
2020 J jnl
Neighboring Region Dropout for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2020 — —
Procesamiento eficiente y profundo de imágenes hiperespectrales de la observación remota de la Tierra y aplicaciones en tareas de clasificación.
Mercedes Eugenia Paoletti
2020 J jnl
Scalable recurrent neural network for hyperspectral image classification.
J. Supercomput.
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2020 C conf
Training Capsnets via Active Learning for Hyperspectral Image Classification.
IGARSS
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2020 J jnl
Training deep neural networks: a static load balancing approach.
J. Supercomput.
Sergio Moreno-Álvarez, Juan Mario Haut, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Javier Plaza
2019 C conf
Accessibility-Free Active Learning for Hyperspectral Image Classification.
IGARSS
Chenying Liu, Jun Li, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza, Qian Shi
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
Cloud Deep Networks for Hyperspectral Image Analysis.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, José Antonio Gallardo Jaramago, Mercedes Eugenia Paoletti, Gabriele Cavallaro, Javier Plaza, Antonio Plaza, Morris Riedel
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 — conf
Efficient Convolutional Neural Network for Spectral-Spatial Hyperspectral Denoising.
WHISPERS
Alessandro Maffei, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza
2019 J jnl
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Nanjun He, Mercedes Eugenia Paoletti, Juan Mario Haut, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza
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
Hyperspectral Image Classification Using Random Occlusion Data Augmentation.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li
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 C conf
Solving Deep Neural Networks with Ordinary Differential Equations for Remotely Sensed Hyperspectral Image Classification.
IGARSS
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza
2019 J jnl
Visual Attention-Driven Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li
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
Active Learning With Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Jun Li, Antonio Plaza
2018 C conf
An Investigation on Self-Normalized Deep Neural Networks for Hyperspectral Image Classification.
IGARSS
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2018 J jnl
Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification.
Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2018 C conf
Evaluation of Different Regularization Methods for the Extreme Learning Machine Applied to Hyperspectral Images.
IGARSS
Juan Mario Haut, Yi Liu, Mercedes Eugenia Paoletti, Xiong Xu, Javier Plaza, Antonio Plaza
2018 J jnl
Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines.
J. Real Time Image Process.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza
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
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
2017 C conf
Multicore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classification.
IGARSS
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza, Qingshan Liu, Renlong Hang
2017 C conf
Onboard payload-data dimensionality reduction.
IGARSS
Miguel Penalver, Fabio Del Frate, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza