Javier Plaza Miguel
Javier Plaza Miguel
IEEE Senior Member, Associate Professor, University of Extremadura
Verifisert e-postadresse på unex.es - Startside
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A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data
A Plaza, P Martínez, R Pérez, J Plaza
IEEE transactions on geoscience and remote sensing 42 (3), 650-663, 2004
7232004
Spatial/spectral endmember extraction by multidimensional morphological operations
A Plaza, P Martínez, R Pérez, J Plaza
IEEE transactions on geoscience and remote sensing 40 (9), 2025-2041, 2002
6562002
Dimensionality reduction and classification of hyperspectral image data using sequences of extended morphological transformations
A Plaza, P Martínez, J Plaza, R Pérez
IEEE Transactions on Geoscience and remote sensing 43 (3), 466-479, 2005
3742005
Advanced spectral classifiers for hyperspectral images: A review
P Ghamisi, J Plaza, Y Chen, J Li, AJ Plaza
IEEE Geoscience and Remote Sensing Magazine 5 (1), 8-32, 2017
2402017
Commodity cluster-based parallel processing of hyperspectral imagery
A Plaza, D Valencia, J Plaza, P Martinez
Journal of Parallel and Distributed Computing 66 (3), 345-358, 2006
2352006
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
1952018
Advances in hyperspectral image and signal processing: A comprehensive overview of the state of the art
P Ghamisi, N Yokoya, J Li, W Liao, S Liu, J Plaza, B Rasti, A Plaza
IEEE Geoscience and Remote Sensing Magazine 5 (4), 37-78, 2017
1842017
Parallel hyperspectral image and signal processing [applications corner]
A Plaza, J Plaza, A Paz, S Sanchez
IEEE Signal Processing Magazine 28 (3), 119-126, 2011
1512011
A new approach to mixed pixel classification of hyperspectral imagery based on extended morphological profiles
A Plaza, P Martinez, R Perez, J Plaza
Pattern Recognition 37 (6), 1097-1116, 2004
1492004
On the use of small training sets for neural network-based characterization of mixed pixels in remotely sensed hyperspectral images
J Plaza, A Plaza, R Perez, P Martinez
Pattern Recognition 42 (11), 3032-3045, 2009
1022009
On endmember identification in hyperspectral images without pure pixels: A comparison of algorithms
J Plaza, EMT Hendrix, I García, G Martín, A Plaza
Journal of Mathematical Imaging and Vision 42 (2-3), 163-175, 2012
972012
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
782018
Parallel implementation of endmember extraction algorithms from hyperspectral data
A Plaza, D Valencia, J Plaza, CI Chang
IEEE Geoscience and Remote Sensing Letters 3 (3), 334-338, 2006
762006
A new spatial–spectral feature extraction method for hyperspectral images using local covariance matrix representation
L Fang, N He, S Li, AJ Plaza, J Plaza
IEEE Transactions on Geoscience and Remote Sensing 56 (6), 3534-3546, 2018
752018
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
722018
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
722018
Remote sensing scene classification using multilayer stacked covariance pooling
N He, L Fang, S Li, A Plaza, J Plaza
IEEE Transactions on Geoscience and Remote Sensing 56 (12), 6899-6910, 2018
682018
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 57 (2), 755-769, 2018
662018
Improving the performance of hyperspectral image and signal processing algorithms using parallel, distributed and specialized hardware-based systems
A Plaza, J Plaza, H Vegas
Journal of Signal Processing Systems 61 (3), 293-315, 2010
652010
Cloud implementation of the K-means algorithm for hyperspectral image analysis
JM Haut, M Paoletti, J Plaza, A Plaza
The Journal of Supercomputing 73 (1), 514-529, 2017
632017
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Artikler 1–20