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HAUT HURTADO, JUAN MARIO

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

Actividades

GPU-Friendly Neural Networks for Remote Sensing Scene Classification

  • Haut, J.M.
  • Alcolea, A.
  • Paoletti, M.E.
  • Plaza, J.
  • Resano, J.
  • Plaza, A.

IEEE Geoscience and Remote Sensing Letters - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/lgrs.2020.3019378 Ver en origen

  • ISSN/ISBN 1558-0571

A New Deep Convolutional Network for Effective Hyperspectral Unmixing

  • Tao, X.
  • Paoletti, M.E.
  • Han, L.
  • Wu, Z.
  • Ren, P.
  • Plaza, J.
  • Plaza, A.
  • Haut, J.M.
... Ver más Contraer

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (p. 6999-7012) - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jstars.2022.3200733 Ver en origen

  • ISSN/ISBN 2151-1535

Analysis of Remotely Sensed Images through Social Media

  • Redondo, A.
  • Haut, J.M.
  • Paoletti, M.E.
  • Tao, X.
  • Plaza, J.
  • Plaza, A.

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (p. 3026-3039) - 2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jstars.2021.3062116 Ver en origen

  • ISSN/ISBN 2151-1535

Morphological Convolutional Neural Networks for Hyperspectral Image Classification

  • Roy, S.
  • Mondal, R.
  • Paoletti, M.E.
  • Haut, J.M.
  • Plaza, A.

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (p. 8689-8702) - 2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jstars.2021.3088228 Ver en origen

  • ISSN/ISBN 2151-1535

Ghostnet for Hyperspectral Image Classification

  • Paoletti, M.E.
  • Haut, J.M.
  • Pereira, N.S.
  • Plaza, J.
  • Plaza, A.

IEEE Transactions on Geoscience and Remote Sensing (p. 10378-10393) - 2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tgrs.2021.3050257 Ver en origen

  • ISSN/ISBN 1558-0644

FLOP-Reduction through Memory Allocations within CNN for Hyperspectral Image Classification

  • Paoletti, M.E.
  • Haut, J.M.
  • Tao, X.
  • Plaza, J.
  • Plaza, A.

IEEE Transactions on Geoscience and Remote Sensing (p. 5938-5952) - 2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tgrs.2020.3024730 Ver en origen

  • ISSN/ISBN 1558-0644

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

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

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 Ver en origen

  • ISSN/ISBN 1558-0644

Fast Orthogonal Projection for Hyperspectral Unmixing

  • Tao, X.
  • Paoletti, M.E.
  • Han, L.
  • Haut, J.M.
  • Ren, P.
  • Plaza, J.
  • Plaza, A.
... Ver más Contraer

IEEE Transactions on Geoscience and Remote Sensing - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tgrs.2022.3150263 Ver en origen

  • ISSN/ISBN 1558-0644

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

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 Ver en origen

  • ISSN/ISBN 9781728184784

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 Ver en origen

  • ISSN/ISBN 978-989-54659-1-0

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.
... Ver más Contraer

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

  • Tao, X.
  • Han, L.
  • Paoletti, M.E.
  • Roy, S.K.
  • Plaza, J.
  • Haut, J.M.
  • Plaza, A.
... Ver más Contraer

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

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/igarss47720.2021.9555028 Ver en origen

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.
... Ver más Contraer

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.)
... Ver más Contraer

2022

Defensa realizada en: Universidad de Granada

Este/a investigador/a no tiene patentes o licencias de software.

  • El/la investigador/a no tiene perfiles.
Última actualización de los datos: 2/08/23 19:35