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HAUT HURTADO, JUAN MARIO

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

Actividades

Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification

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

IEEE Transactions on Geoscience and Remote Sensing - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tgrs.2021.3052048 Ver en origen

  • ISSN/ISBN 1558-0644

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 Ver en origen

  • ISSN/ISBN 1558-0571

Efficient Semantic Segmentation of Hyperspectral Images Using Adaptable Rectangular Convolution

  • Garcia, J.L.
  • Paoletti, M.E.
  • Jimenez, L.I.
  • Haut, J.M.
  • Plaza, A.

IEEE Geoscience and Remote Sensing Letters - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/lgrs.2022.3140950 Ver en origen

  • ISSN/ISBN 1558-0571

Endmember Estimation from Hyperspectral Images Using Geometric Distances

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

IEEE Geoscience and Remote Sensing Letters - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/lgrs.2021.3102076 Ver en origen

  • ISSN/ISBN 1558-0571

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

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

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

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 Ver en origen

  • ISSN/ISBN 1558-0571

Hyperspectral Anomaly Detection With Relaxed Collaborative Representation

  • Wu, Z.
  • Su, H.
  • Tao, X.
  • Han, L.
  • Paoletti, M.E.
  • Haut, J.M.
  • 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.2022.3190327 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

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

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

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

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