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
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
Inference in supervised spectral classifiers for on-board hyperspectral imaging: An overview
- Alcolea, A.
- Paoletti, M.E.
- Haut, J.M.
- Resano, J.
- Plaza, A.
Remote Sensing - 2020
Editor: MDPI AG
10.3390/rs12030534 Ver en origen
- ISSN/ISBN 2072-4292
A Single Model CNN for Hyperspectral Image Denoising
- Maffei, A.
- Haut, J.M.
- Paoletti, M.E.
- Plaza, J.
- Bruzzone, L.
- Plaza, A.
IEEE Transactions on Geoscience and Remote Sensing (p. 2516-2529) - 2020
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/tgrs.2019.2952062 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
A new GPU implementation of support vector machines for fast hyperspectral image classification
- Paoletti, M.E.
- Haut, J.M.
- Tao, X.
- Miguel, J.P.
- Plaza, A.
Remote Sensing - 2020
Editor: MDPI AG
10.3390/rs12081257 Ver en origen
- ISSN/ISBN 2072-4292
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
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
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
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
Analyzing the users’ acceptance of an IoT cloud platform using the UTAUT/TAM model
- Tobarra, L.
- Haut, J.M.
- Hernández, R.
- Pastor-Vargas, R.
- Robles-Gómez, A.
IEEE Access (p. 150004-150020) - 2021
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/access.2021.3125497 Ver en origen
- ISSN/ISBN 2169-3536
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
Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation
International Geoscience and Remote Sensing Symposium (IGARSS) (p. 1979-1982) - 2022
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/igarss46834.2022.9884182 Ver en origen
- 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 Ver en origen
- ISSN/ISBN 9781665427920
PyCircularStats: A Python-Based Tool for Remote Sensing Circular Statistics and Graphical Analysis
- Cuartero, A.
- Paoletti, M.E.
- Garcia-Rodriguez, P.
- Haut, J.M.
International Geoscience and Remote Sensing Symposium (IGARSS) (p. 2876-2879) - 2022
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/igarss46834.2022.9884758 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.