Luis Gómez-Chova

Dan López-Puigdollers

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Benchmarking Deep Learning Models for Cloud Detection in Landsat-8 and Sentinel-2 Images.

[BibT_eX]

[DOI]

Dan López-Puigdollers

Gonzalo Mateo-García

Remote. Sens., 2021

Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building Delineation.

[BibT_eX]

[DOI]

CoRR, 2021

The Reprocessed Proba-V Collection 2: Product Validation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Towards a Better Understanding of Effective Temperature Modelling in the SMOS-IC Retrieval Algorithm.

[BibT_eX]

[DOI]

Roberto Fernandez-Moran

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Estimating Crop Primary Productivity with Sentinel-2 and Landsat 8 using Machine Learning Methods Trained with Radiative Transfer Simulations.

[BibT_eX]

[DOI]

Christiaan van der Tol

Yongguang Zhang

Luis Guanter

CoRR, 2020

Randomized kernels for large scale Earth observation applications.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Domain Adaptation of Landsat-8 and Proba-V Data Using Generative Adversarial Networks for Cloud Detection.

[BibT_eX]

[DOI]

Gonzalo Mateo-García

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Convolutional Long Short-Term Memory Network for Multitemporal Cloud Detection Over Landmarks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Pattern Recognition Scheme for Large-Scale Cloud Detection Over Landmarks.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Multitemporal Cloud Masking in the Google Earth Engine.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Signal-to-noise ratio in reproducing kernel Hilbert spaces.

[BibT_eX]

[DOI]

Raúl Santos-Rodríguez

Pattern Recognit. Lett., 2018

Optimizing Kernel Ridge Regression for Remote Sensing Problems.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Convolutional Neural Networks for Cloud Screening: Transfer Learning from Landsat-8 to Proba-V.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Optimized Kernel Entropy Components.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Diurnal Cycle Relationships between Passive Fluorescence, PRI and NPQ of Vegetation in a Controlled Stress Experiment.

[BibT_eX]

[DOI]

Luis Alonso

Shari Van Wittenberghe

Remote. Sens., 2017

Fair Kernel Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Proba-V cloud detection Round Robin: Validation results and recommendations.

[BibT_eX]

[DOI]

Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Cloud detection on the Google Earth engine platform.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Convolutional neural networks for multispectral image cloud masking.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Nonlinear statistical retrieval of surface emissivity from IASI data.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Cloud detection machine learning algorithms for PROBA-V.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2015

Multimodal Classification of Remote Sensing Images: A Review and Future Directions.

[BibT_eX]

[DOI]

Proc. IEEE, 2015

Spectral clustering with the probabilistic cluster kernel.

[BibT_eX]

[DOI]

Robert Jenssen

Neurocomputing, 2015

Operational cloud screening service for Sentinel-2 image time series.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Semisupervised Kernel Feature Extraction for Remote Sensing Image Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

2013

Graph Matching for Adaptation in Remote Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2013

Multitask Remote Sensing Data Classification.

[BibT_eX]

[DOI]

José M. Leiva-Murillo

IEEE Trans. Geosci. Remote. Sens., 2013

Encoding Invariances in Remote Sensing Image Classification With SVM.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2013

Multitemporal fusion of Landsat/TM and ENVISAT/MERIS for crop monitoring.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2013

Multiset Kernel CCA for multitemporal image classification.

[BibT_eX]

[DOI]

Proceedings of the 7th International Workshop on the Analysis of Multi-temporal Remote Sensing Images, 2013

A kernel regression approach to cloud and shadow detection in multitemporal images.

[BibT_eX]

[DOI]

Proceedings of the 7th International Workshop on the Analysis of Multi-temporal Remote Sensing Images, 2013

Advances in synergy of AATSR-MERIS sensors for cloud detection.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Kernel change discriminant analysis for multitemporal cloud masking.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

Nonlinear Statistical Retrieval of Atmospheric Profiles From MetOp-IASI and MTG-IRS Infrared Sounding Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2012

Semisupervised kernel orthonormalized partial least squares.

[BibT_eX]

[DOI]

Jerónimo Arenas-García

Sergio Muñoz-Romero

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Learning with the kernel signal to noise ratio.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Including invariances in SVM remote sensing image classification.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Semisupervised nonlinear feature extraction for image classification.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Remote Sensing Image Processing

[BibT_eX]

[DOI]

Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02247-0, 2011

Multitemporal Unmixing of Medium-Spatial-Resolution Satellite Images: A Case Study Using MERIS Images for Land-Cover Mapping.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2011

Gridding Artifacts on Medium-Resolution Satellite Image Time Series: MERIS Case Study.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2011

Regularized Multiresolution Spatial Unmixing for ENVISAT/MERIS and Landsat/TM Image Fusion.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2011

Explicit signal to noise ratio in reproducing kernel Hilbert spaces.

[BibT_eX]

[DOI]

Allan Aasbjerg Nielsen

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Kernel entropy component analysis in remote sensing data clustering.

[BibT_eX]

[DOI]

Robert Jenssen

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Kernel-based retrieval of atmospheric profiles from IASI data.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2010

Mean Map Kernel Methods for Semisupervised Cloud Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2010

Improving the performance of acousto-optic tunable filters in imaging applications.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2010

Multi-resolution spatial unmixing for MERIS and Landsat image fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009

Biophysical Parameter Estimation With a Semisupervised Support Vector Machine.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2009

Cloud Screening with Combined MERIS and AATSR Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Biophysical Parameter Estimation with Adaptive Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

CHRIS/Proba Toolbox for Hyperspectral and Multiangular Data Exploitations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008

Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection.

[BibT_eX]

[DOI]

José Luis Rojo-Álvarez

Manel Martínez-Ramón

IEEE Trans. Geosci. Remote. Sens., 2008

Semisupervised Image Classification With Laplacian Support Vector Machines.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2008

Improved Fraunhofer Line Discrimination Method for Vegetation Fluorescence Quantification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2008

An IP Core and GUI for Implementing Multilayer Perceptron with a Fuzzy Activation Function on Configurable Logic Devices.

[BibT_eX]

[DOI]

Alfredo Rosado Muñoz

J. Univers. Comput. Sci., 2008

Methodology for the Retrieval of Vegetation Chlorophyll Fluorescence from Space in the Frame of the Flex Mission Preparatory Activities.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Semi-Supervised Remote Sensing Image Classification based on Clustering and the Mean Map Kernel.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Semi-Supervised Support Vector Biophysical Parameter Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Segmentation of Hyperspectral Images for the Detection of Rotten Mandarins.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Configurable Passband Imaging Spectrometer Based on Acousto-optic Tunable Filter.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007

Cloud-Screening Algorithm for ENVISAT/MERIS Multispectral Images.

[BibT_eX]

[DOI]

Luis Guanter

IEEE Trans. Geosci. Remote. Sens., 2007

Weekly milk prediction on dairy goats using neural networks.

[BibT_eX]

[DOI]

M. J. Navarro

Neural Comput. Appl., 2007

Combination of one-class remote sensing image classifiers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Semi-supervised cloud screening with Laplacian SVM.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Hyperspectral image classification with mahalanobis relevance vector machines.

[BibT_eX]

[DOI]

Antonio Rodrigo-González

Secundino del Valle-Tascun

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Remote sensing of chlorophyll fluorescence for estimation of stress in vegetation. recommendations for future missions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Sensitivity analysis of the fraunhofer line discrimination method for the measurement of chlorophyll fluorescence using a field spectroradiometer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006

Urban monitoring using multi-temporal SAR and multi-spectral data.

[BibT_eX]

[DOI]

Diego Fernández-Prieto

Pattern Recognit. Lett., 2006

Composite kernels for hyperspectral image classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2006

400 - to 1000 - nm imaging spectrometer based on acousto-optic tunable filters.

[BibT_eX]

[DOI]

Enrique Tajahuerce-Romera

J. Electronic Imaging, 2006

Enhancing decision-based neural networks through local competition.

[BibT_eX]

[DOI]

Neurocomputing, 2006

2005

SmartSpectra: Applying multispectral imaging to industrial environments.

[BibT_eX]

[DOI]

Real Time Imaging, 2005

2004

Robust support vector method for hyperspectral data classification and knowledge discovery.

[BibT_eX]

[DOI]

Luis Alonso-Chorda

IEEE Trans. Geosci. Remote. Sens., 2004

Regularized RBF Networks for Hyperspectral Data Classification.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003

A low-complexity fuzzy activation function for artificial neural networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2003

Semi-supervised classification method for hyperspectral remote sensing images.

[BibT_eX]

[DOI]

Javier Calpe

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Feature selection of hyperspectral data through local correlation and SFFS for crop classification.

[BibT_eX]

[DOI]

Javier Calpe

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

CART-based feature selection of hyperspectral images for crop cover classification.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

Support Vector Machines for Crop Classification Using Hyperspectral Data.

[BibT_eX]

[DOI]