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Juan. M. Haut
Juan. M. Haut
Associate Professor, Dpt. of Computer and Communications, University of Extremadura
Verified email at unex.es - Homepage
Title
Cited by
Cited by
Year
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
6462019
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
5372018
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
3762018
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
3112018
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
2612018
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
2022018
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
1872019
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
1492018
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
1202017
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
1052019
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
1032019
Deep&dense convolutional neural network for hyperspectral image classification
ME Paoletti, JM Haut, J Plaza, A Plaza
Remote Sensing 10 (9), 1454, 2018
912018
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
782019
Ghostnet for hyperspectral image classification
ME Paoletti, JM Haut, NS Pereira, J Plaza, A Plaza
IEEE Transactions on Geoscience and Remote Sensing, 2021
762021
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
712018
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
622021
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
492018
Scalable recurrent neural network for hyperspectral image classification
ME Paoletti, JM Haut, J Plaza, A Plaza
The Journal of Supercomputing 76, 8866-8882, 2020
462020
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
462019
A new GPU implementation of support vector machines for fast hyperspectral image classification
ME Paoletti, JM Haut, X Tao, JP Miguel, A Plaza
Remote Sensing 12 (8), 1257, 2020
422020
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