HAUT HURTADO, JUAN MARIO
Publications
- Articles 32
- Books 0
- Book chapters 1
- Conferences 13
- Working papers 0
- Technical reports 0
- Research projects 0
- Supervised theses 2
- Patent or software license 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 View at source
- 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 View at source
- 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 View at source
- 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 View at source
- 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 View at source
- 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 View at source
- 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 View at source
- 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 View at source
- 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 View at source
- 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 View at source
- ISSN/ISBN 1558-0644
This researcher has no books.
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 View at source
- ISSN/ISBN 1931-6836
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 View at source
- ISSN/ISBN 9781728163741
Studying the students' learning in LoT@UNED
- Tobarra, L.
- Robles-Gomez, A.
- Pastor-Vargas, R.
- Hernandez, R.
- Haut, J.M.
IEEE Global Engineering Education Conference, EDUCON (p. 1475-1479) - 2021
Editor: IEEE Computer Society
10.1109/educon46332.2021.9454045 View at source
- ISSN/ISBN 9781728184784
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 View at source
- 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 View at source
- ISSN/ISBN 9781665427920
On the Evaluation of Machine Learning Algorithms for Hyperspectral Image Classification on a Heterogeneous Computing Device
- Pereira, Nuno
- Plaza, Javier
- Haut, Juan M.
- Plaza, Antonio
Iberian Conference on Information Systems and Technologies, CISTI - 2021
Editor: IEEE Computer Society
10.23919/cisti52073.2021.9476225 View at source
- ISSN/ISBN 978-989-54659-1-0
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.
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
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 View at source
- ISSN/ISBN 9781665427920
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 View at source
- ISSN/ISBN 9781665427920
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 View at source
- ISSN/ISBN 9781665403696
This researcher has no working papers.
This researcher has no technical reports.
This researcher has no research projects.
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
Reading institution: 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
Reading institution: Universidad de Granada
This researcher has no patents or software licenses.
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