HAUT HURTADO, JUAN MARIO
Actividades
- Artículos 32
- Libros 0
- Capítulos de libro 1
- Congresos 13
- Documentos de trabajo 0
- Informes técnicos 0
- Proyectos de investigación 0
- Tesis dirigidas 2
- Patentes o licencias de software 0
U-IMG2DSM: Unpaired Simulation of Digital Surface Models with Generative Adversarial Networks
- Paoletti, M.E.
- Haut, J.M.
- Ghamisi, P.
- Yokoya, N.
- Plaza, J.
- Plaza, A.
IEEE Geoscience and Remote Sensing Letters (p. 1288-1292) - 2021
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/lgrs.2020.2997295 Ver en origen
- ISSN/ISBN 1558-0571
Training deep neural networks: a static load balancing approach
- Moreno-Álvarez, S.
- Haut, J.M.
- Paoletti, M.E.
- Rico-Gallego, J.A.
- Díaz-Martín, J.C.
- Plaza, J.
Journal of Supercomputing (p. 9739-9754) - 2020
Editor: Springer
10.1007/s11227-020-03200-6 Ver en origen
- ISSN/ISBN 1573-0484
SiCoDeF² Net: Siamese Convolution Deconvolution Feature Fusion Network for One-Shot Classification
- Roy, S.K.
- Kar, P.
- Paoletti, M.E.
- Haut, J.M.
- Pastor-Vargas, R.
- Robles-Gomez, A.
IEEE Access (p. 118419-118434) - 2021
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/access.2021.3107626 Ver en origen
- ISSN/ISBN 2169-3536
Separable Attention Network in Single- And Mixed-Precision Floating Point for Land-Cover Classification of Remote Sensing Images
- Paoletti, M.E.
- Haut, J.M.
- Alipour-Fard, T.
- Roy, S.K.
- Hendrix, E.M.T.
- Plaza, A.
IEEE Geoscience and Remote Sensing Letters - 2022
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/lgrs.2021.3108965 Ver en origen
- ISSN/ISBN 1558-0571
Scalable recurrent neural network for hyperspectral image classification
- Paoletti, M.E.
- Haut, J.M.
- Plaza, J.
- Plaza, A.
Journal of Supercomputing (p. 8866-8882) - 2020
Editor: Springer
10.1007/s11227-020-03187-0 Ver en origen
- ISSN/ISBN 1573-0484
Rotation equivariant convolutional neural networks for hyperspectral image classification
- Paoletti, M.E.
- Haut, J.M.
- Roy, S.K.
- Hendrix, E.M.T.
IEEE Access (p. 179575-179591) - 2020
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/access.2020.3027776 Ver en origen
- ISSN/ISBN 2169-3536
Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing
- Moreno-Alvarez, S.
- Paoletti, M.E.
- Cavallaro, G.
- Rico, J.A.
- Haut, J.M.
IEEE Geoscience and Remote Sensing Letters - 2022
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/lgrs.2022.3173052 Ver en origen
- ISSN/ISBN 1558-0571
Neural Ordinary Differential Equations for Hyperspectral Image Classification
- Paoletti, M.E.
- Haut, J.M.
- Plaza, J.
- Plaza, A.
IEEE Transactions on Geoscience and Remote Sensing (p. 1718-1734) - 2020
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/tgrs.2019.2948031 Ver en origen
- ISSN/ISBN 1558-0644
Neighboring Region Dropout for Hyperspectral Image Classification
- Paoletti, M.E.
- Haut, J.M.
- Plaza, J.
- Plaza, A.
IEEE Geoscience and Remote Sensing Letters (p. 1032-1036) - 2020
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/lgrs.2019.2940467 Ver en origen
- ISSN/ISBN 1558-0571
Multiple Attention-Guided Capsule Networks for Hyperspectral Image Classification
- Paoletti, M.E.
- Moreno-Alvarez, S.
- Haut, J.M.
IEEE Transactions on Geoscience and Remote Sensing - 2022
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/tgrs.2021.3135506 Ver en origen
- ISSN/ISBN 1558-0644
Este/a investigador/a no tiene libros.
On Training Set Selection in Spatial Deep Learning
- Hendrix, E.M.T.
- Paoletti, M.
- Haut, J.M.
Springer Optimization and Its Applications (p. 327-339) - 2022
Editor: Springer
10.1007/978-3-031-00832-0_9 Ver en origen
- ISSN/ISBN 1931-6836
A recommendation system for electronic health records in the context of the HOPE project
- Gonzalez, R.V.
- Robles-Gomez, A.
- Pastor-Vargas, R.
- Haut, J.M.
- Passadore, N.A.
- Paoletti, M.E.
- Sanchez Bocanegra, C.L.
- Tobarra, L.
- Chacon-Vargas, K.A.
- Berlinches, R.H.
- Rubio, F.S.
Proceedings - IEEE Symposium on Computer-Based Medical Systems (p. 603-608) - 2021
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/cbms52027.2021.00108 Ver en origen
- ISSN/ISBN 1063-7125
A New Max-Min Convolutional Network for Hyperspectral Image Classification
- Roy, S.K.
- Paoletti, M.E.
- Haut, J.M.
- Hendrix, E.M.T.
- Plaza, A.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing - 2021
Editor: IEEE Computer Society
10.1109/whispers52202.2021.9483983 Ver en origen
- ISSN/ISBN 9781665436014
A New 3D Convolution Network for Hyperspectral Unmixing
- Tao, X.
- Paoletti, M.E.
- Han, L.
- Wu, Z.
- Jimenez, L.I.
- Haut, J.M.
- Ren, P.
- Plaza, J.
- Plaza, A.
International Geoscience and Remote Sensing Symposium (IGARSS) (p. 1620-1623) - 2022
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/igarss46834.2022.9883506 Ver en origen
- ISSN/ISBN 9781665427920
Este/a investigador/a no tiene documentos de trabajo.
Este/a investigador/a no tiene informes técnicos.
Este/a investigador/a no tiene proyectos de investigación.
Optimización de aplicaciones científicas y de aprendizaje automático en entornos de altas prestaciones heterogéneos
- Sergio Moreno Álvarez
- Juan Antonio Rico Gallego (dir. tes.)
- Juan Mario Haut Hurtado (dir. tes.)
- Arturo González Escribano (pres.)
- Luis Ignacio Jiménez Gil (secr.)
- Siham Tabik (voc.)
2022
Defensa realizada en: Universidad de Extremadura
Estrategias de pre y postprocesado en deep learning para problemas multiclase en el ámbito de la seguridad y la biodiversidad
- Francisco Pérez Hernández
- Francisco Herrera Triguero (dir. tes.)
- Siham Tabik (dir. tes.)
- Enrique Herrera Viedma (pres.)
- Domingo Alcaraz-Segura (secr.)
- Juan Miguel González Aranda (voc.)
- Gloria Ortega Lopez (voc.)
- Juan Mario Haut Hurtado (voc.)
2022
Defensa realizada en: Universidad de Granada
Este/a investigador/a no tiene patentes o licencias de software.
Perfiles de investigador/a
- El/la investigador/a no tiene perfiles.