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Juan. M. Haut
Juan. M. Haut
Associate Professor, Dpt. of Computer and Communications, University of Extremadura
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Deep learning classifiers for hyperspectral imaging: A review
ME Paoletti, JM Haut, J Plaza, A Plaza
ISPRS Journal of Photogrammetry and Remote Sensing 158, 279-317, 2019
7212019
A new deep convolutional neural network for fast hyperspectral image classification
ME Paoletti, JM Haut, J Plaza, A Plaza
ISPRS journal of photogrammetry and remote sensing 145, 120-147, 2018
5602018
Deep pyramidal residual networks for spectral–spatial hyperspectral image classification
ME Paoletti, JM Haut, R Fernandez-Beltran, J Plaza, AJ Plaza, F Pla
IEEE Transactions on Geoscience and Remote Sensing 57 (2), 740-754, 2018
4082018
Capsule networks for hyperspectral image classification
ME Paoletti, JM Haut, R Fernandez-Beltran, J Plaza, A Plaza, J Li, F Pla
IEEE Transactions on Geoscience and Remote Sensing 57 (4), 2145-2160, 2018
3312018
Active learning with convolutional neural networks for hyperspectral image classification using a new Bayesian approach
JM Haut, ME Paoletti, J Plaza, J Li, A Plaza
IEEE Transactions on Geoscience and Remote Sensing 56 (11), 6440-6461, 2018
2752018
Feature extraction with multiscale covariance maps for hyperspectral image classification
N He, ME Paoletti, JM Haut, L Fang, S Li, A Plaza, J Plaza
IEEE Transactions on Geoscience and Remote Sensing, 1-15, 2018
2232018
Visual attention-driven hyperspectral image classification
JM Haut, ME Paoletti, J Plaza, A Plaza, J Li
IEEE transactions on geoscience and remote sensing 57 (10), 8065-8080, 2019
2052019
A new deep generative network for unsupervised remote sensing single-image super-resolution
JM Haut, R Fernandez-Beltran, ME Paoletti, J Plaza, A Plaza, F Pla
IEEE Transactions on Geoscience and Remote sensing 56 (11), 6792-6810, 2018
1602018
Cloud implementation of the K-means algorithm for hyperspectral image analysis
JM Haut, M Paoletti, J Plaza, A Plaza
The Journal of Supercomputing 73, 514-529, 2017
1262017
Hyperspectral image classification using random occlusion data augmentation
JM Haut, ME Paoletti, J Plaza, A Plaza, J Li
IEEE Geoscience and Remote Sensing Letters 16 (11), 1751-1755, 2019
1152019
A single model CNN for hyperspectral image denoising
A Maffei, JM Haut, ME Paoletti, J Plaza, L Bruzzone, A Plaza
IEEE Transactions on Geoscience and Remote Sensing 58 (4), 2516-2529, 2019
1142019
Deep&dense convolutional neural network for hyperspectral image classification
ME Paoletti, JM Haut, J Plaza, A Plaza
Remote Sensing 10 (9), 1454, 2018
962018
Ghostnet for hyperspectral image classification
ME Paoletti, JM Haut, NS Pereira, J Plaza, A Plaza
IEEE Transactions on Geoscience and Remote Sensing, 2021
862021
Remote sensing image superresolution using deep residual channel attention
JM Haut, R Fernandez-Beltran, ME Paoletti, J Plaza, A Plaza
IEEE Transactions on Geoscience and Remote Sensing 57 (11), 9277-9289, 2019
832019
Generative adversarial minority oversampling for spectral–spatial hyperspectral image classification
SK Roy, JM Haut, ME Paoletti, SR Dubey, A Plaza
IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021
782021
Remote sensing image fusion using hierarchical multimodal probabilistic latent semantic analysis
R Fernandez-Beltran, JM Haut, ME Paoletti, J Plaza, A Plaza, F Pla
IEEE Journal of Selected Topics in Applied Earth Observations and Remote ¡¦, 2018
782018
Remote sensing single-image superresolution based on a deep compendium model
JM Haut, ME Paoletti, R Fernández-Beltran, J Plaza, A Plaza, J Li
IEEE Geoscience and Remote Sensing Letters 16 (9), 1432-1436, 2019
582019
Scalable recurrent neural network for hyperspectral image classification
ME Paoletti, JM Haut, J Plaza, A Plaza
The Journal of Supercomputing 76 (11), 8866-8882, 2020
562020
Morphological convolutional neural networks for hyperspectral image classification
SK Roy, R Mondal, ME Paoletti, JM Haut, A Plaza
IEEE Journal of Selected Topics in Applied Earth Observations and Remote ¡¦, 2021
502021
Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines
JM Haut, ME Paoletti, J Plaza, A Plaza
Journal of Real-Time Image Processing 15, 439-462, 2018
502018
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