Emma Izquierdo Verdiguier
Emma Izquierdo Verdiguier
University of Natural Resources and Life Science (Boku)
Adresse e-mail validée de boku.ac.at
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Encoding invariances in remote sensing image classification with SVM
E Izquierdo-Verdiguier, V Laparra, L Gómez-Chova, G Camps-Valls
IEEE Geoscience and Remote Sensing Letters 10 (5), 981-985, 2012
472012
Semisupervised kernel feature extraction for remote sensing image analysis
E Izquierdo-Verdiguier, L Gómez-Chova, L Bruzzone, G Camps-Valls
IEEE transactions on geoscience and remote sensing 52 (9), 5567-5578, 2014
362014
A cloud-based multi-temporal ensemble classifier to map smallholder farming systems
R Aguilar, R Zurita-Milla, E Izquierdo-Verdiguier, R A De By
Remote sensing 10 (5), 729, 2018
292018
Land cover classification of VHR airborne images for citrus grove identification
JA López, EI Verdiguier, LG Chova, JM Marí, JZR Barreiro, GC Valls, ...
ISPRS journal of photogrammetry and remote sensing 66 (1), 115-123, 2011
292011
Spectral clustering with the probabilistic cluster kernel
E Izquierdo-Verdiguier, R Jenssen, L Gómez-Chova, G Camps-Valls
Neurocomputing 149, 1299-1304, 2015
232015
Evaluating the performance of a random forest kernel for land cover classification
A Zafari, R Zurita-Milla, E Izquierdo-Verdiguier
Remote sensing 11 (5), 575, 2019
212019
Optimized kernel entropy components
E Izquierdo-Verdiguier, V Laparra, R Jenssen, L Gómez-Chova, ...
IEEE transactions on neural networks and learning systems 28 (6), 1466-1472, 2016
172016
Multispectral high resolution sensor fusion for smoothing and gap-filling in the cloud
Á Moreno-Martínez, E Izquierdo-Verdiguier, MP Maneta, G Camps-Valls, ...
Remote Sensing of Environment 247, 111901, 2020
152020
Triclustering georeferenced time series for analyzing patterns of intra-annual variability in temperature
X Wu, R Zurita-Milla, E Izquierdo Verdiguier, MJ Kraak
Annals of the American Association of Geographers 108 (1), 71-87, 2018
152018
Detecting geothermal anomalies and evaluating LST geothermal component by combining thermal remote sensing time series and land surface model data
M Romaguera, RG Vaughan, J Ettema, E Izquierdo-Verdiguier, ...
Remote sensing of environment 204, 534-552, 2018
152018
An evaluation of Guided Regularized Random Forest for classification and regression tasks in remote sensing
E Izquierdo-Verdiguier, R Zurita-Milla
International Journal of Applied Earth Observation and Geoinformation 88, 102051, 2020
142020
Development and analysis of spring plant phenology products: 36 years of 1-km grids over the conterminous US
E Izquierdo-Verdiguier, R Zurita-Milla, TR Ault, MD Schwartz
Agricultural and forest meteorology 262, 34-41, 2018
132018
On the use of guided regularized random forests to identify crops in smallholder farm fields
E Izquierdo-Verdiguier, R Zurita-Milla, A Rolf
2017 9th International Workshop on the Analysis of Multitemporal Remote …, 2017
122017
Identifying crops in smallholder farms using time series of WorldView-2 images
R Zurita-Milla, E Izquierdo-Verdiguier, A Rolf
2017 9th International Workshop on the Analysis of Multitemporal Remote …, 2017
92017
Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources
S Salcedo-Sanz, P Ghamisi, M Piles, M Werner, L Cuadra, ...
Information Fusion 63, 256-272, 2020
82020
Kernels for Remote Sensing Image Classification
E Izquierdo-Verdiguier, L Gómez-Chova, G Camps-Valls
Wiley Encyclopedia of Electrical and Electronics Engineering, 1-23, 2015
8*2015
Semisupervised nonlinear feature extraction for image classification
E Izquierdo-Verdiguier, L Gómez-Chova, L Bruzzone, G Camps-Valls
2012 IEEE International Geoscience and Remote Sensing Symposium, 1525-1528, 2012
82012
Cloud screening with combined MERIS and AATSR images
L Gómez-Chova, J Muñoz-Marí, E Izquierdo-Verdiguier, G Camps-Valls, ...
2009 IEEE International Geoscience and Remote Sensing Symposium 4, IV-761-IV-764, 2009
82009
Integrating support vector machines and random forests to classify crops in time series of Worldview-2 images
A Zafari, R Zurita-Milla, E Izquierdo-Verdiguier
Image and Signal Processing for Remote Sensing XXIII 10427, 104270W, 2017
72017
Land cover classification using extremely randomized trees: A kernel perspective
A Zafari, R Zurita-Milla, E Izquierdo-Verdiguier
IEEE geoscience and remote sensing letters 17 (10), 1702-1706, 2019
62019
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