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HAUT HURTADO, JUAN MARIO

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

Publications

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 View at source

  • 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 View at source

  • 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 View at source

  • 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.
... View more Collapse

IEEE Geoscience and Remote Sensing Letters - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/lgrs.2021.3102076 View at source

  • 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 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

Fast Orthogonal Projection for Hyperspectral Unmixing

  • Tao, X.
  • Paoletti, M.E.
  • Han, L.
  • Haut, J.M.
  • Ren, P.
  • Plaza, J.
  • Plaza, A.
... View more Collapse

IEEE Transactions on Geoscience and Remote Sensing - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tgrs.2022.3150263 View at source

  • 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 View at source

  • 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 View at source

  • 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.
... View more Collapse

IEEE Transactions on Geoscience and Remote Sensing - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tgrs.2022.3190327 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

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

Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation

  • Wu, Z.
  • Su, H.
  • Tao, X.
  • Han, L.
  • Paoletti, M.E.
  • Haut, J.M.
  • Plaza, J.
  • Plaza, A.
... View more Collapse

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

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

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

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

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