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
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
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 View at source
- 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 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
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 View at source
- 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 View at source
- 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 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
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
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 View at source
- ISSN/ISBN 2169-3536
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
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 View at source
- ISSN/ISBN 1063-7125
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
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
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 View at source
- ISSN/ISBN 9781665436014
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.
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 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
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
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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