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
Adaptable convolutional network for hyperspectral image classification
- Paoletti, M.E.
- Haut, J.M.
Remote Sensing - 2021
Editor: MDPI
10.3390/rs13183637 Ver en origen
- ISSN/ISBN 2072-4292
Endmember estimation with maximum distance analysis
- Tao, X.
- Paoletti, M.E.
- Haut, J.M.
- Ren, P.
- Plaza, J.
- Plaza, A.
Remote Sensing (p. 1-21) - 2021
Editor: MDPI AG
10.3390/rs13040713 Ver en origen
- ISSN/ISBN 2072-4292
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
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
Distributed Deep Learning for Remote Sensing Data Interpretation
- Haut, J.M.
- Paoletti, M.E.
- Moreno-Alvarez, S.
- Plaza, J.
- Rico-Gallego, J.-A.
- Plaza, A.
Proceedings of the IEEE (p. 1320-1349) - 2021
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/jproc.2021.3063258 Ver en origen
- ISSN/ISBN 1558-2256
Heterogeneous model parallelism for deep neural networks
- Moreno-Alvarez, S.
- Haut, J.M.
- Paoletti, M.E.
- Rico-Gallego, J.A.
Neurocomputing (p. 1-12) - 2021
Editor: Elsevier B.V.
10.1016/j.neucom.2021.01.125 Ver en origen
- ISSN/ISBN 1872-8286
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
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
Deep mixed precision for hyperspectral image classification
- Paoletti, M.E.
- Tao, X.
- Haut, J.M.
- Moreno-Álvarez, S.
- Plaza, A.
Journal of Supercomputing (p. 9190-9201) - 2021
Editor: Springer
10.1007/s11227-021-03638-2 Ver en origen
- ISSN/ISBN 1573-0484
Heterogeneous gradient computing optimization for scalable deep neural networks
- Moreno-Álvarez, S.
- Paoletti, M.E.
- Rico-Gallego, J.A.
- Haut, J.M.
Journal of Supercomputing (p. 13455-13469) - 2022
Editor: Springer
10.1007/s11227-022-04399-2 Ver en origen
- ISSN/ISBN 1573-0484
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 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 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
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
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
Training Capsnets via Active Learning for Hyperspectral Image Classification
- Paoletti, M.E.
- Haut, J.M.
- Plaza, J.
- Plaza, A.
International Geoscience and Remote Sensing Symposium (IGARSS) (p. 40-43) - 2020
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/igarss39084.2020.9324302 Ver en origen
- ISSN/ISBN 9781728163741
ADAPTING KERNELS FOR HYPERSPECTRAL IMAGE CLASSIFICATION
- Haut, J.M.
- Paoletti, M.E.
- Pastor-Vargas, R.
- Tobarra, Ll.
- Robles-Gomez, A.
- Hernandez, R.
- Hendrix, E.M.T.
- Li, J.
International Geoscience and Remote Sensing Symposium (IGARSS) (p. 2540-2543) - 2021
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/igarss47720.2021.9553134 Ver en origen
- ISSN/ISBN 9781665403696
MULTIPLE INCREMENTAL KERNEL CONVOLUTION FOR LAND COVER CLASSIFICATION OF REMOTELY SENSED IMAGES
International Geoscience and Remote Sensing Symposium (IGARSS) (p. 2548-2551) - 2021
Editor: Institute of Electrical and Electronics Engineers Inc.
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
Bi-Dimensional Vector Data Analysis of Positional Accuracy of Landsat-8 Image with Pycircularstats
- Cuartero, A.
- Paoletti, M.E.
- Presas, A.R.
- Haut, J.M.
International Geoscience and Remote Sensing Symposium (IGARSS) (p. 2442-2445) - 2022
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/igarss46834.2022.9883588 Ver en origen
- ISSN/ISBN 9781665427920
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 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.