Sergio Moreno‐Álvarez

AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification

Mercedes E. Paoletti, Sergio Moreno‐Álvarez, Yu Xue et al. · IEEE Transactions on Geoscience and Remote Sensing · 2023 · 57 citations

Model Architectures, Convolutional Neural Network, Engineering +18

Multiple Attention-Guided Capsule Networks for Hyperspectral Image Classification

Mercedes E. Paoletti, Sergio Moreno‐Álvarez, Juan M. Haut · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 51 citations

Distributed Deep Learning for Remote Sensing Data Interpretation

Juan M. Haut, Mercedes E. Paoletti, Sergio Moreno‐Álvarez et al. · Proceedings of the IEEE · 2021 · 48 citations

Earth Observation, Convolutional Neural Network, Engineering +18

A Comprehensive Survey of Imbalance Correction Techniques for Hyperspectral Data Classification

Mercedes E. Paoletti, Óscar Mogollón Gutiérrez, Sergio Moreno‐Álvarez et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2023 · 26 citations · Full text

Federated learning meets remote sensing

Sergio Moreno‐Álvarez, Mercedes E. Paoletti, Andres J. Sanchez‐Fernandez et al. · Expert Systems with Applications · 2024 · 23 citations · Full text