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MORENO ALVAREZ, SERGIO

LENGUAJES Y SISTEMAS INFORMÁTICOS / Universidad Nacional de Educación a Distancia

Publications

A Novel Spectral-Spatial Attention Network for Zero-Shot Pansharpening

  • Lu,H.
  • Paoletti,M.E.
  • Haut,J.M.
  • Moreno-Alvarez,S.
  • Chen,G.
  • Jing,W.

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (p. 19805-19820) - 2025

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jstars.2025.3587244 View at source

  • ISSN/ISBN 2151-1535

Enhancing Distributed Neural Network Training Through Node-Based Communications

  • Moreno-Alvarez, S.
  • Paoletti, M.E.
  • Cavallaro, G.
  • Haut, J.M.

IEEE Transactions on Neural Networks and Learning Systems (p. 17893-17907) - 2024

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tnnls.2023.3309735 View at source

  • ISSN/ISBN 2162-2388

Cloud-Based Analysis of Large-Scale Hyperspectral Imagery for Oil Spill Detection

  • Haut, J.M.
  • Moreno-Alvarez, S.
  • Pastor-Vargas, R.
  • Perez-Garcia, A.
  • Paoletti, M.E.

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (p. 2461-2474) - 2024

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jstars.2023.3344022 View at source

  • ISSN/ISBN 2151-1535

Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images

  • Han, L.
  • Paoletti, M.E.
  • Moreno-Alvarez, S.
  • Haut, J.M.
  • Pastor-Vargas, R.
  • Plaza, A.

IEEE Transactions on Geoscience and Remote Sensing (p. 1-14) - 2024

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tgrs.2024.3360621 View at source

  • ISSN/ISBN 1558-0644

Self-Supervised Learning on Small In-Domain Datasets Can Overcome Supervised Learning in Remote Sensing

  • Sanchez-Fernandez, A.J.
  • Moreno-Alvarez, S.
  • Rico-Gallego, J.A.
  • Tabik, S.

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (p. 12797-12810) - 2024

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jstars.2024.3421622 View at source

  • ISSN/ISBN 2151-1535

Federated learning meets remote sensing

  • Moreno-Álvarez, S.
  • Paoletti, M.E.
  • Sanchez-Fernandez, A.J.
  • Rico-Gallego, J.A.
  • Han, L.
  • Haut, J.M.

Expert Systems with Applications - 1/12/2024

Editor: Elsevier Ltd

10.1016/j.eswa.2024.124583 View at source

  • ISSN/ISBN 0957-4174

Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval

  • Han, L.
  • Paoletti, M.E.
  • Moreno-Álvarez, S.
  • Haut, J.M.
  • Plaza, A.

ISPRS Journal of Photogrammetry and Remote Sensing (p. 44-56) - 1/12/2024

Editor: Elsevier B.V.

10.1016/j.isprsjprs.2024.10.004 View at source

  • ISSN/ISBN 0924-2716

Hyperspectral Image Analysis Using Cloud-Based Support Vector Machines

  • Haut, J.M.
  • Franco-Valiente, J.M.
  • Paoletti, M.E.
  • Moreno-Álvarez, S.
  • Pardo-Diaz, A.

SN Computer Science - 1/08/2024

Editor: Springer

10.1007/s42979-024-03073-z View at source

  • ISSN/ISBN 2661-8907

A Comprehensive Survey of Imbalance Correction Techniques for Hyperspectral Data Classification

  • Paoletti, M.E.
  • Mogollon-Gutierrez, O.
  • Moreno-Alvarez, S.
  • Sancho, J.C.
  • Haut, J.M.

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (p. 5297-5314) - 2023

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jstars.2023.3279506 View at source

  • ISSN/ISBN 2151-1535

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

  • Paoletti, M.E.
  • Moreno, S.-A.
  • Xue, Y.
  • Haut, J.M.
  • Plaza, A.

IEEE Transactions on Geoscience and Remote Sensing - 2023

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tgrs.2023.3272639 View at source

  • ISSN/ISBN 1558-0644

This researcher has no books.

Evaluación de Rendimiento del Entrenamiento Distribuido de Redes Neuronales Profundas en Plataformas Heterogéneas

  • Moreno Álvarez, Sergio
  • Paoletti Ávila, Mercedes Eugenia
  • Haut Hurtado, Juan Mario
  • Rico Gallego, Juan Antonio
  • Plaza, Javier
  • Díaz Martín, Juan Carlos

Avances en Arquitectura y Tecnología de Computadores: Actas de Jornadas SARTECO, Cáceres, 18 a 20 de septiembre de 2019| (p. 132-140) - 2019

Editor: Servicio de Publicaciones

  • ISSN/ISBN 9788409121274

Deep Robust Hashing Using Self-Distillation for Remote Sensing Image Retrieval

  • Han, L.
  • Paoletti, M.E.
  • Moreno-Álvarez, S.
  • Haut, J.M.
  • Plaza, A.J.

International Geoscience and Remote Sensing Symposium (IGARSS) (p. 7111-7114) - 2024

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/igarss53475.2024.10641118 View at source

  • ISSN/ISBN 9798350360325

Correlation-Aware Averaging for Federated Learning in Remote Sensing Data Classification

  • Moreno-Álvarez, S.
  • Han, L.
  • Paoletti, M.E.
  • Haut, J.M.

International Geoscience and Remote Sensing Symposium (IGARSS) (p. 8708-8711) - 2024

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/igarss53475.2024.10641628 View at source

  • ISSN/ISBN 9798350360325

Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification

  • Moreno-Alvarez, S.
  • Paoletti, M.E.
  • Rico, J.A.
  • Cavallaro, G.
  • Haut, J.M.

International Geoscience and Remote Sensing Symposium (IGARSS) (p. 2726-2729) - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/igarss46834.2022.9883762 View at source

  • ISSN/ISBN 9781665427920

Deep Attention-Driven HSI Scene Classification Based on Inverted Dot-Product

  • Paoletti, M.E.
  • Tao, X.
  • Han, L.
  • Wu, Z.
  • Moreno-Alvarez, S.
  • Haut, J.M.

International Geoscience and Remote Sensing Symposium (IGARSS) (p. 1380-1383) - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/igarss46834.2022.9883028 View at source

  • ISSN/ISBN 9781665427920

Performance evaluation of model-driven partitioning algorithms for data-parallel kernels on heterogeneous platforms

  • Rico-Gallego, J.A.
  • Díaz-Martín, J.C.
  • Moreno-Álvarez, S.
  • Calvo-Jurado, C.
  • García-Zapata, J.L.

Computational and Mathematical Methods - 1/01/2020

Editor: Blackwell Publishing Ltd

10.1002/cmm4.1017 View at source

  • ISSN/ISBN 2577-7408

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 11/9/25 11:35 AM