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HAUT HURTADO, JUAN MARIO

SISTEMAS DE COMUNICACIÓN Y CONTROL / Universidad Nacional de Educación a Distancia

Publications

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.
... View more Collapse

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.
... View more Collapse

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

  • Tao, X.
  • Han, L.
  • Paoletti, M.E.
  • Roy, S.K.
  • Plaza, J.
  • Haut, J.M.
  • Plaza, A.
... View more Collapse

International Geoscience and Remote Sensing Symposium (IGARSS) (p. 2548-2551) - 2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/igarss47720.2021.9555028 View at source

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.
... View more Collapse

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.)
... View more Collapse

2022

Reading institution: Universidad de Granada

This researcher has no patents or software licenses.

  • This researcher does not have any profiles.
Last data update: 8/2/23 7:35 PM