Luis Gómez-Chova

发表

Encoding Invariances in Remote Sensing Image Classification With SVM

Emma Izquierdo-Verdiguier, Valero Laparra, Luis Gómez-Chova, 2013, IEEE Geoscience and Remote Sensing Letters.

Robust support vector method for hyperspectral data classification and knowledge discovery

Luis Alonso, José F. Moreno, Luis Gómez-Chova, 2004, IEEE Transactions on Geoscience and Remote Sensing.

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

Luis Guanter, Luis Gómez-Chova, Gustavo Camps-Valls, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Regularized RBF Networks for Hyperspectral Data Classification

José F. Moreno, Antonio J. Serrano, Luis Gómez-Chova, 2004, ICIAR.

Kernel change discriminant analysis for multitemporal cloud masking

Emma Izquierdo-Verdiguier, Luis Gómez-Chova, Gustavo Camps-Valls, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

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

Francesca Bovolo, Lorenzo Bruzzone, Luis Gómez-Chova, 2010, IEEE Transactions on Geoscience and Remote Sensing.

Semi-supervised cloud screening with Laplacian SVM

Luis Gómez-Chova, Gustavo Camps-Valls, Javier Calpe-Maravilla, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Remote Sensing Image Processing

Luis Gómez-Chova, Gustavo Camps-Valls, Devis Tuia, 2011, Remote Sensing Image Processing.

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

Luis Gómez-Chova, Gustavo Camps-Valls, Javier Calpe-Maravilla, 2006, Pattern Recognit. Lett..

Cloud detection on the Google Earth engine platform

Luis Gómez-Chova, Jordi Muñoz-Marí, Gonzalo Mateo-Garcia, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Multitask Remote Sensing Data Classification

Luis Gómez-Chova, Gustavo Camps-Valls, José M. Leiva-Murillo, 2013, IEEE Transactions on Geoscience and Remote Sensing.

400 - to 1000 - Nm Imaging Spectrometer Based on Acousto-optic Tunable Filters

Luis Gómez-Chova, Javier Calpe-Maravilla, Jordi Muñoz-Marí, 2006, J. Electronic Imaging.

Semi-Supervised Support Vector Biophysical Parameter Estimation

Luis Gómez-Chova, Gustavo Camps-Valls, Javier Calpe-Maravilla, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

CHRIS/Proba Toolbox for hyperspectral and multiangular data exploitations

Luis Alonso, José F. Moreno, Peter Regner, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

A low-complexity fuzzy activation function for artificial neural networks

Antonio J. Serrano, Luis Gómez-Chova, Gustavo Camps-Valls, 2003, IEEE Trans. Neural Networks.

Multi-resolution spatial unmixing for MERIS and Landsat image fusion

Luis Alonso, José F. Moreno, Luis Guanter, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Kernel-based retrieval of atmospheric profiles from IASI data

Valero Laparra, Luis Gómez-Chova, Gustavo Camps-Valls, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Combination of one-class remote sensing image classifiers

Luis Gómez-Chova, Gustavo Camps-Valls, Javier Calpe-Maravilla, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Kernel entropy component analysis in remote sensing data clustering

Robert Jenssen, Luis Gómez-Chova, Gustavo Camps-Valls, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Multitemporal unmixing of MERIS FR data

Luis Gómez-Chova, Gustavo Camps-Valls, Michael E. Schaepman, 2007 .

Cloud detection machine learning algorithms for PROBA-V

Luis Gómez-Chova, Gustau Camps-Valls, Jordi Muñoz-Marí, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

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

Luis Gómez-Chova, Gustavo Camps-Valls, Emma Izquierdo-Verdiguier, 2013, MultiTemp 2013: 7th International Workshop on the Analysis of Multi-temporal Remote Sensing Images.

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

Luis Gómez-Chova, Javier Calpe-Maravilla, Julia Amorós-López, 2010, J. Electronic Imaging.

Fair Kernel Learning

Valero Laparra, Luis Gómez-Chova, Gustau Camps-Valls, 2017, ECML/PKDD.

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

Lorenzo Bruzzone, Luis Gómez-Chova, Gustavo Camps-Valls, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

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

Luis Gómez-Chova, Gonzalo Mateo-Garcia, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Optimizing Kernel Ridge Regression for Remote Sensing Problems

Valero Laparra, Luis Gómez-Chova, Gonzalo Mateo-Garcia, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Signal-to-noise ratio in reproducing kernel Hilbert spaces

Raúl Santos-Rodríguez, Luis Gómez-Chova, Gustau Camps-Valls, 2018, Pattern Recognit. Lett..

SmartSpectra: Applying multispectral imaging to industrial environments

Filiberto Pla, Joan Vila i Carbó, John A. Marchant, 2005, Real Time Imaging.

Learning with the kernel signal to noise ratio

Luis Gómez-Chova, Gustavo Camps-Valls, 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing.

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

Luis Alonso, José F. Moreno, Luis Guanter, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

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

Luis Guanter, Luis Gómez-Chova, Gustavo Camps-Valls, 2012, IEEE Transactions on Geoscience and Remote Sensing.

Multiset Kernel CCA for multitemporal image classification

Emma Izquierdo-Verdiguier, Luis Gómez-Chova, Gustavo Camps-Valls, 2013, MultiTemp 2013: 7th International Workshop on the Analysis of Multi-temporal Remote Sensing Images.

Mean Map Kernel Methods for Semisupervised Cloud Classification

Lorenzo Bruzzone, Luis Gómez-Chova, Gustavo Camps-Valls, 2010, IEEE Transactions on Geoscience and Remote Sensing.

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

Luis Alonso, José F. Moreno, Luis Guanter, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

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

Luis Gómez-Chova, Alfredo Rosado Muñoz, Joan Vila-Francés, 2008, J. Univers. Comput. Sci..

Semisupervised Image Classification With Laplacian Support Vector Machines

Luis Gómez-Chova, Gustavo Camps-Valls, Javier Calpe-Maravilla, 2008, IEEE Geoscience and Remote Sensing Letters.

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

Luis Alonso, José F. Moreno, Luis Guanter, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Configurable Passband Imaging Spectrometer Based on Acousto-optic Tunable Filter

Luis Gómez-Chova, Javier Calpe-Maravilla, Julia Amorós-López, 2008, ACIVS.

Biophysical Parameter Estimation With a Semisupervised Support Vector Machine

Luis Gómez-Chova, Gustavo Camps-Valls, Javier Calpe-Maravilla, 2009, IEEE Geoscience and Remote Sensing Letters.

Operational cloud screening service for Sentinel-2 image time series

Luis Gómez-Chova, Gustau Camps-Valls, Jordi Muñoz-Marí, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

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

José Luis Rojo-Álvarez, Luis Gómez-Chova, Gustavo Camps-Valls, 2008, IEEE Transactions on Geoscience and Remote Sensing.

Advances in synergy of AATSR-MERIS sensors for cloud detection

Emma Izquierdo-Verdiguier, Luis Gómez-Chova, Gustavo Camps-Valls, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Weekly milk prediction on dairy goats using neural networks

Antonio J. Serrano, Luis Gómez-Chova, José David Martín-Guerrero, 2007, Neural Computing and Applications.

Spectral clustering with the probabilistic cluster kernel

Robert Jenssen, Emma Izquierdo-Verdiguier, Luis Gómez-Chova, 2015, Neurocomputing.

Semisupervised nonlinear feature extraction for image classification

Lorenzo Bruzzone, Emma Izquierdo-Verdiguier, Luis Gómez-Chova, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Explicit signal to noise ratio in reproducing kernel Hilbert spaces

Luis Gómez-Chova, Gustavo Camps-Valls, Allan Aasbjerg Nielsen, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Convolutional neural networks for multispectral image cloud masking

Luis Gómez-Chova, Gustau Camps-Valls, Gonzalo Mateo-Garcia, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Semisupervised kernel orthonormalized partial least squares

Emma Izquierdo-Verdiguier, Luis Gómez-Chova, Gustavo Camps-Valls, 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing.

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

Luis Alonso, Luis Guanter, Luis Gómez-Chova, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Biophysical parameter estimation with adaptive Gaussian Processes

Luis Gómez-Chova, Gustavo Camps-Valls, Javier Calpe-Maravilla, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Support Vector Machines for Crop Classification Using Hyperspectral Data

José F. Moreno, Luis Gómez-Chova, Gustavo Camps-Valls, 2003, IbPRIA.

Including invariances in SVM remote sensing image classification

Emma Izquierdo-Verdiguier, Valero Laparra, Luis Gómez-Chova, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

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

José F. Moreno, Luis Gómez-Chova, Gustavo Camps-Valls, 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

Graph Matching for Adaptation in Remote Sensing

Luis Gómez-Chova, Devis Tuia, Jesús Malo, 2013, IEEE Transactions on Geoscience and Remote Sensing.

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

Gabriele Moser, Luis Gómez-Chova, Gustau Camps-Valls, 2015, Proceedings of the IEEE.

Cloud screening with combined MERIS and AATSR images

José F. Moreno, Emma Izquierdo-Verdiguier, Luis Gómez-Chova, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Segmentation of Hyperspectral Images for the Detection of Rotten Mandarins

Luis Gómez-Chova, Gustavo Camps-Valls, Nuria Aleixos, 2008, ICIAR.

Nonlinear statistical retrieval of surface emissivity from IASI data

Valero Laparra, Luis Gómez-Chova, Gustau Camps-Valls, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

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

Luis Alonso, José F. Moreno, Luis Guanter, 2011, IEEE Geoscience and Remote Sensing Letters.

Hyperspectral image classification with mahalanobis relevance vector machines

Luis Gómez-Chova, Gustavo Camps-Valls, Javier Calpe-Maravilla, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Semisupervised Kernel Feature Extraction for Remote Sensing Image Analysis

Lorenzo Bruzzone, Emma Izquierdo-Verdiguier, Luis Gómez-Chova, 2014, IEEE Transactions on Geoscience and Remote Sensing.

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

Marian-Daniel Iordache, Luis Gómez-Chova, Steffen Dransfeld, 2017, 2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp).

Enhancing decision-based neural networks through local competition

Antonio J. Serrano, Luis Gómez-Chova, Gustavo Camps-Valls, 2006, Neurocomputing.

The Reprocessed Proba-V Collection 2: Product Validation

Sindy Sterckx, Luis Gómez-Chova, Else Swinnen, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Towards a novel approach for Sentinel-3 synergistic OLCI/SLSTR cloud and cloud shadow detection based on stereo cloud-top height estimation

Luis Alonso, Roberto Fernandez-Moran, Luis Gómez-Chova, 2021, ISPRS Journal of Photogrammetry and Remote Sensing.

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

Amen Al-Yaari, Jean-Pierre Wigneron, Roberto Fernandez-Moran, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V Images for Cloud Detection

Valero Laparra, Luis Gómez-Chova, Dan López-Puigdollers, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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

Luis Gómez-Chova, Dan López-Puigdollers, Gonzalo Mateo-García, 2021, Remote. Sens..

Estimating and understanding crop yields with explainable deep learning in the Indian Wheat Belt

Michele Meroni, Luis Guanter, Luis Gómez-Chova, 2020, Environmental Research Letters.