Sergio Moreno-Álvarez

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Hyperspectral Image Classification

Top Venues

J. Supercomput.

IEEE Trans. Geosci. Remote. Sens.

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

IEEE Geosci. Remote. Sens. Lett.

Publications

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)
A. J. Sanchez-Fernandez, Sergio Moreno-Álvarez, Juan-Antonio Rico-Gallego, Siham Tabik
Self-Supervised Learning on Small In-Domain Datasets Can Overcome Supervised Learning in Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Sergio Moreno-Álvarez, Carmen Calvo-Jurado, Juan-Luis García Zapata
Performance evaluation of model-driven partitioning algorithms for data-parallel kernels on heterogeneous platforms. Comput. Math. Methods 2 (1) (2020)
Juan A. Rico-Gallego, Sergio Moreno-Álvarez, Juan Carlos Díaz Martín, Alexey L. Lastovetsky
A tool to assess the communication cost of parallel kernels on heterogeneous platforms. J. Supercomput. 76 (6) (2020)
Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Carmen Calvo-Jurado, Sergio Moreno-Álvarez, Juan-Luis García Zapata
Analytical Communication Performance Models as a metric in the partitioning of data-parallel kernels on heterogeneous platforms. J. Supercomput. 75 (3) (2019)