Mercedes Eugenia Paoletti

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 82

Top Topics

Image Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

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

Publications

Xuanwen Tao, Mercedes Eugenia Paoletti, Zhaoyue Wu, Juan Mario Haut, Peng Ren, Antonio Plaza
An Abundance-Guided Attention Network for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, A. J. Sanchez-Fernandez, Juan A. Rico-Gallego, Lirong Han, Juan Mario Haut
Federated learning meets remote sensing. Expert Syst. Appl. 255 (2024)
Lirong Han, Mercedes Eugenia Paoletti, Xuanwen Tao, Zhaoyue Wu, Juan Mario Haut, Peng Li, Rafael Pastor, Antonio Plaza
Hash-Based Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Juan Mario Haut, Sergio Moreno-Álvarez, Rafael Pastor Vargas, Ámbar Pérez-García, Mercedes Eugenia Paoletti
Cloud-Based Analysis of Large-Scale Hyperspectral Imagery for Oil Spill Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Lirong Han, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut, Rafael Pastor, Antonio Plaza
Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Juan Mario Haut, Jose Miguel Franco-Valiente, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Alfonso Pardo Diaz
Hyperspectral Image Analysis Using Cloud-Based Support Vector Machines. SN Comput. Sci. 5 (6) (2024)
Mercedes Eugenia Paoletti, Oscar Mogollon-Gutierrez, Sergio Moreno-Álvarez, José Carlos Sancho Núñez, Juan Mario Haut
A Comprehensive Survey of Imbalance Correction Techniques for Hyperspectral Data Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Zhaoyue Wu, Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Rafael Pastor Vargas, Antonio Plaza
Deep Unrolling Network with Active Dictionary Learning for Hyperspectral Anomaly Detection. WHISPERS (2023)
Lirong Han, Mercedes Eugenia Paoletti, Xuanwen Tao, Zhaoyue Wu, Juan Mario Haut, Javier Plaza, Antonio Plaza
Central Cohesion Gradual Hashing for Remote Sensing Image Retrieval. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Juan Mario Haut, Sergio Moreno-Álvarez, Enrique Moreno-Ávila, Victor Andres Ayma, Rafael Pastor Vargas, Mercedes Eugenia Paoletti
Cloud Implementation of Extreme Learning Machine for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Zhaoyue Wu, Mercedes Eugenia Paoletti, Hongjun Su, Xuanwen Tao, Lirong Han, Juan Mario Haut, Antonio Plaza
Background-Guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
David Cortés-Polo, Luis-Ignacio Jimenez, Mercedes Eugenia Paoletti, Jesús Calle-Cancho, Juan A. Rico-Gallego
Orthogonal projection for anomaly detection in networking datasets. J. Ambient Intell. Humaniz. Comput. 14 (6) (2023)
Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Yu Xue, Juan Mario Haut, Antonio Plaza
AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Mercedes Eugenia Paoletti, Xuanwen Tao, Lirong Han, Zhaoyue Wu, Sergio Moreno-Álvarez, Swalpa Kumar Roy, Antonio Plaza, Juan Mario Haut
Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Cristina Antón-Munárriz, Rafael Pastor Vargas, Juan Mario Haut, Antonio Robles-Gómez, Mercedes Eugenia Paoletti, José Alberto Benítez-Andrades
Detection of cerebral ischaemia using transfer learning techniques. CBMS (2023)
Ámbar Pérez-García, Mercedes Eugenia Paoletti, Juan Mario Haut, José Francisco López
Novel Spectral Loss Function for Unsupervised Hyperspectral Image Segmentation. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Aurora Cuartero, Mercedes Eugenia Paoletti, Pablo García Rodríguez, Juan Mario Haut
QCircularStats: A QGIS-Plugin for Evaluation Bidimensional Data by Circular Statistics. IEEE Access 11 (2023)
Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut
Multiple Attention-Guided Capsule Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
Hyperspectral Anomaly Detection With Relaxed Collaborative Representation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Zhaoyue Wu, Peng Ren, Javier Plaza, Antonio Plaza, Juan Mario Haut
A New Deep Convolutional Network for Effective Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
A. Cuartero, Mercedes Eugenia Paoletti, A. Rey Presas, Juan Mario Haut
Bi-Dimensional Vector Data Analysis of Positional Accuracy of Landsat-8 Image with Pycircularstats. IGARSS (2022)
Jose L. García, Mercedes Eugenia Paoletti, Luis-Ignacio Jimenez, Juan Mario Haut, Antonio Plaza
Efficient Semantic Segmentation of Hyperspectral Images Using Adaptable Rectangular Convolution. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Juan Mario Haut
Heterogeneous gradient computing optimization for scalable deep neural networks. J. Supercomput. 78 (11) (2022)
Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Zhaoyue Wu, Luis Ignacio Jiménez Gil, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio J. Plaza
A New 3D Convolution Network for Hyperspectral Unmixing. IGARSS (2022)
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Gabriele Cavallaro, Juan Mario Haut
Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification. IGARSS (2022)
Swalpa Kumar Roy, Juan Mario Haut, Mercedes Eugenia Paoletti, Shiv Ram Dubey, Antonio Plaza
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Gabriele Cavallaro, Juan A. Rico-Gallego, Juan Mario Haut
Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio Plaza
Fast Orthogonal Projection for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Lirong Han, Peng Ren, Javier Plaza, Antonio Plaza
Endmember Estimation From Hyperspectral Images Using Geometric Distances. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Mercedes Eugenia Paoletti, X. Tao, L. Han, Z. Wu, Sergio Moreno-Álvarez, Juan Mario Haut
Deep Attention-Driven HSI Scene Classification Based on Inverted Dot-Product. IGARSS (2022)
Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza
Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation. IGARSS (2022)
Juan Mario Haut, Adrián Alcolea, Mercedes Eugenia Paoletti, Javier Plaza, Javier Resano, Antonio Plaza
GPU-Friendly Neural Networks for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Aurora Cuartero, Mercedes Eugenia Paoletti, Pablo García Rodríguez, Juan Mario Haut
PyCircularStats: A Python-Based Tool for Remote Sensing Circular Statistics and Graphical Analysis. IGARSS (2022)
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
A Recommendation System for Electronic Health Records in the Context of the HOPE Project. CBMS (2021)
Mercedes Eugenia Paoletti, Juan Mario Haut, Xuanwen Tao, Javier Plaza, Antonio Plaza
FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59 (7) (2021)
Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Swalpa Kumar Roy, Javier Plaza, Juan Mario Haut, Antonio Plaza
Multiple Incremental Kernel Convolution for Land Cover Classification of Remotely Sensed Images. IGARSS (2021)
Mercedes Eugenia Paoletti, Juan Mario Haut, Nuno S. Pereira, Javier Plaza, Antonio Plaza
Ghostnet for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59 (12) (2021)
Mercedes Eugenia Paoletti, Juan Mario Haut, Pedram Ghamisi, Naoto Yokoya, Javier Plaza, Antonio Plaza
U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. 18 (7) (2021)
Swalpa Kumar Roy, Mercedes Eugenia Paoletti, Juan Mario Haut, Shiv Ram Dubey, Purbayan Kar, Antonio Plaza, Bidyut B. Chaudhuri
AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks. CoRR (2021)
Mercedes Eugenia Paoletti, Xuanwen Tao, Juan Mario Haut, Sergio Moreno-Álvarez, Antonio Plaza
Deep mixed precision for hyperspectral image classification. J. Supercomput. 77 (8) (2021)
Swalpa Kumar Roy, Mercedes Eugenia Paoletti, Juan Mario Haut, Eligius M. T. Hendrix, Antonio Plaza
A New Max-Min Convolutional Network for Hyperspectral Image Classification. WHISPERS (2021)
Sergio Moreno-Álvarez, Juan Mario Haut, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego
Heterogeneous model parallelism for deep neural networks. Neurocomputing 441 (2021)
Juan Mario Haut, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Javier Plaza, Juan-Antonio Rico-Gallego, Antonio Plaza
Distributed Deep Learning for Remote Sensing Data Interpretation. Proc. IEEE 109 (8) (2021)
Tayeb Alipourfard, Mercedes Eugenia Paoletti, Juan Mario Haut, Hossein Arefi, Javier Plaza, Antonio Plaza
Multibranch Selective Kernel Networks for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 18 (6) (2021)
Juan Mario Haut, Mercedes Eugenia Paoletti, Rafael Pastor Vargas, Llanos Tobarra, Antonio Robles-Gómez, Roberto Hernández, Eligius M. T. Hendrix, J. Li
Adapting Kernels for Hyperspectral Image Classification. IGARSS (2021)
Swalpa Kumar Roy, Purbayan Kar, Mercedes Eugenia Paoletti, Juan Mario Haut, Rafael Pastor Vargas, Antonio Robles-Gómez
SiCoDeF² Net: Siamese Convolution Deconvolution Feature Fusion Network for One-Shot Classification. IEEE Access 9 (2021)
Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio Plaza
Endmember Estimation with Maximum Distance Analysis. Remote. Sens. 13 (4) (2021)
Swalpa Kumar Roy, Ranjan Mondal, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza
Morphological Convolutional Neural Networks for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Mercedes Eugenia Paoletti, Juan Mario Haut
Adaptable Convolutional Network for Hyperspectral Image Classification. Remote. Sens. 13 (18) (2021)
Alejandro Redondo, Juan Mario Haut, Mercedes Eugenia Paoletti, Xuanwen Tao, Javier Plaza, Antonio Plaza
Analysis of Remotely Sensed Images Through Social Media. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Adrián Alcolea, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Resano, Antonio Plaza
Inference in Supervised Spectral Classifiers for On-Board Hyperspectral Imaging: An Overview. Remote. Sens. 12 (3) (2020)
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
Training Capsnets via Active Learning for Hyperspectral Image Classification. IGARSS (2020)
Sergio Moreno-Álvarez, Juan Mario Haut, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Javier Plaza
Training deep neural networks: a static load balancing approach. J. Supercomput. 76 (12) (2020)
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
Neighboring Region Dropout for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17 (6) (2020)
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
Scalable recurrent neural network for hyperspectral image classification. J. Supercomput. 76 (11) (2020)
Alessandro Maffei, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza
A Single Model CNN for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 58 (4) (2020)
Mercedes Eugenia Paoletti, Juan Mario Haut, Xuanwen Tao, Javier Plaza, Antonio Plaza
A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification. Remote. Sens. 12 (8) (2020)
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li
Hyperspectral Image Classification Using Random Occlusion Data Augmentation. IEEE Geosci. Remote. Sens. Lett. 16 (11) (2019)
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)
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza
Solving Deep Neural Networks with Ordinary Differential Equations for Remotely Sensed Hyperspectral Image Classification. IGARSS (2019)
Nanjun He, Mercedes Eugenia Paoletti, Juan Mario Haut, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57 (2) (2019)
Alessandro Maffei, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza
Efficient Convolutional Neural Network for Spectral-Spatial Hyperspectral Denoising. WHISPERS (2019)
Chenying Liu, Jun Li, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza, Qian Shi
Accessibility-Free Active Learning for Hyperspectral Image Classification. IGARSS (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)
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)
Juan Mario Haut, José Antonio Gallardo Jaramago, Mercedes Eugenia Paoletti, Gabriele Cavallaro, Javier Plaza, Antonio Plaza, Morris Riedel
Cloud Deep Networks for Hyperspectral Image Analysis. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li
Visual Attention-Driven Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57 (10) (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)
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
An Investigation on Self-Normalized Deep Neural Networks for Hyperspectral Image Classification. IGARSS (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)
Juan Mario Haut, Yi Liu, Mercedes Eugenia Paoletti, Xiong Xu, Javier Plaza, Antonio Plaza
Evaluation of Different Regularization Methods for the Extreme Learning Machine Applied to Hyperspectral Images. IGARSS (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)
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)
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Jun Li, Antonio Plaza
Active Learning With Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach. IEEE Trans. Geosci. Remote. Sens. 56 (11) (2018)
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification. Remote. Sens. 10 (9) (2018)
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza
Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines. J. Real Time Image Process. 15 (3) (2018)
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza, Qingshan Liu, Renlong Hang
Multicore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classification. IGARSS (2017)
Miguel Penalver, Fabio Del Frate, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza
Onboard payload-data dimensionality reduction. IGARSS (2017)