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Juan. M. Haut
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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
4702019
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
4442018
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
2852018
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
2602018
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
2142018
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
1702018
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
1482019
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
1232018
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
1032017
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
752019
Deep&dense convolutional neural network for hyperspectral image classification
ME Paoletti, JM Haut, J Plaza, A Plaza
Remote Sensing 10 (9), 1454, 2018
742018
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
682019
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
622018
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
562019
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
432018
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
422021
Ghostnet for hyperspectral image classification
ME Paoletti, JM Haut, NS Pereira, J Plaza, A Plaza
IEEE Transactions on Geoscience and Remote Sensing, 2021
422021
Multimodal probabilistic latent semantic analysis for sentinel-1 and sentinel-2 image fusion
R Fernandez-Beltran, JM Haut, ME Paoletti, J Plaza, A Plaza, F Pla
IEEE Geoscience and Remote Sensing Letters 15 (9), 1347-1351, 2018
382018
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
332020
Inference in supervised spectral classifiers for on-board hyperspectral imaging: An overview
A Alcolea, ME Paoletti, JM Haut, J Resano, A Plaza
Remote Sensing 12 (3), 534, 2020
322020
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