Luis Gómez-Chova

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 32

Top Topics

Reproducing Kernel

Convolutional Neural Networks

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

César Aybar, David Montero, Simon Donike, Freddie Kalaitzis, Luis Gómez-Chova
A Comprehensive Benchmark for Optical Remote Sensing Image Super-Resolution. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Cesar Aybar, David Montero, Gonzalo Mateo-García, Luis Gómez-Chova
Lessons Learned From Cloudsen12 Dataset: Identifying Incorrect Annotations in Cloud Semantic Segmentation Datasets. IGARSS (2023)
Gonzalo Mateo-García, Cesar Aybar, Giacomo Acciarini, Vít Ruzicka, Gabriele Meoni, Nicolas Longépé, Luis Gómez-Chova
Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators. IGARSS (2023)
Roberto Fernandez-Moran, Maria Piles, Dara Entekhabi, Jean-Pierre Wigneron, Thomas Jagdhuber, Xiaojun Li, Martin J. Baur, Luis Gómez-Chova
Land Surface Model Calibration for the Future CIMR Mission. IGARSS (2023)
Arndt Kaps, Axel Lauer, Gustau Camps-Valls, Pierre Gentine, Luis Gómez-Chova, Veronika Eyring
Machine-Learned Cloud Classes From Satellite Data for Process-Oriented Climate Model Evaluation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Carolien Toté, Else Swinnen, Sindy Sterckx, Iskander Benhadj, Wouter Dierckx, Luis Gómez-Chova, Didier Ramon, Kerstin Stelzer, Lieve Van den Heuvel, Dennis Clarijs, Fabrizio Niro
The Reprocessed Proba-V Collection 2: Product Validation. IGARSS (2021)
Roberto Fernandez-Moran, María Piles, Gustau Camps-Valls, Jean-Pierre Wigneron, Xiaojun Li, Mengjia Wang, Lei Fan, Amen Al-Yaari, Luis Gómez-Chova
Towards a Better Understanding of Effective Temperature Modelling in the SMOS-IC Retrieval Algorithm. IGARSS (2021)
Muhammed Razzak, Gonzalo Mateo-Garcia, Luis Gómez-Chova, Yarin Gal, Freddie Kalaitzis
Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building Delineation. CoRR (2021)
Gonzalo Mateo-García, Valero Laparra, Dan López-Puigdollers, Luis Gómez-Chova
Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V Images for Cloud Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Dan López-Puigdollers, Gonzalo Mateo-García, Luis Gómez-Chova
Benchmarking Deep Learning Models for Cloud Detection in Landsat-8 and Sentinel-2 Images. Remote. Sens. 13 (5) (2021)
Adrián Pérez-Suay, Julia Amorós-López, Luis Gómez-Chova, Jordi Muñoz-Marí, Dieter Just, Gustau Camps-Valls
Pattern Recognition Scheme for Large-Scale Cloud Detection over Landmarks. CoRR (2020)
Aleksandra Wolanin, Gustau Camps-Valls, Luis Gómez-Chova, Gonzalo Mateo-García, Christiaan van der Tol, Yongguang Zhang, Luis Guanter
Estimating Crop Primary Productivity with Sentinel-2 and Landsat 8 using Machine Learning Methods Trained with Radiative Transfer Simulations. CoRR (2020)
Gonzalo Mateo-García, Valero Laparra, Dan López-Puigdollers, Luis Gómez-Chova
Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection. CoRR (2020)
Adrián Pérez-Suay, Julia Amorós-López, Luis Gómez-Chova, Valero Laparra, Jordi Muñoz-Marí, Gustau Camps-Valls
Randomized kernels for large scale Earth observation applications. CoRR (2020)
Luis Gómez-Chova, Gonzalo Mateo-García, Jordi Muñoz-Marí, Gustau Camps-Valls
Cloud detection machine learning algorithms for PROBA-V. CoRR (2020)
Gonzalo Mateo-García, Luis Gómez-Chova, Gustau Camps-Valls
Convolutional Neural Networks for Multispectral Image Cloud Masking. CoRR (2020)
Gonzalo Mateo-Garcia, José E. Adsuara, Adrián Pérez-Suay, Luis Gómez-Chova
Convolutional Long Short-Term Memory Network for Multitemporal Cloud Detection Over Landmarks. IGARSS (2019)
Gonzalo Mateo-García, Valero Laparra, Luis Gómez-Chova
Domain Adaptation of Landsat-8 and Proba-V Data Using Generative Adversarial Networks for Cloud Detection. IGARSS (2019)
Gonzalo Mateo-Garcia, Valero Laparra, Luis Gómez-Chova
Optimizing Kernel Ridge Regression for Remote Sensing Problems. IGARSS (2018)
Gonzalo Mateo-Garcia, Luis Gómez-Chova
Convolutional Neural Networks for Cloud Screening: Transfer Learning from Landsat-8 to Proba-V. IGARSS (2018)
Luis Gómez-Chova, Raúl Santos-Rodríguez, Gustau Camps-Valls
Signal-to-noise ratio in reproducing kernel Hilbert spaces. Pattern Recognit. Lett. 112 (2018)
Adrian Perez-Suay, Julia Amorós-López, Luis Gómez-Chova, Jordi Muñoz-Marí, Dieter Just, Gustau Camps-Valls
Pattern Recognition Scheme for Large-Scale Cloud Detection Over Landmarks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (11) (2018)
Gonzalo Mateo-Garcia, Luis Gómez-Chova, Julia Amorós-López, Jordi Muñoz-Marí, Gustau Camps-Valls
Multitemporal Cloud Masking in the Google Earth Engine. Remote. Sens. 10 (7) (2018)
Gonzalo Mateo-Garcia, Jordi Muñoz-Marí, Luis Gómez-Chova
Cloud detection on the Google Earth engine platform. IGARSS (2017)
Valero Laparra, Jordi Muñoz-Marí, Luis Gómez-Chova, Xavier Calbet, Gustau Camps-Valls
Nonlinear statistical retrieval of surface emissivity from IASI data. IGARSS (2017)
Luis Alonso, Shari Van Wittenberghe, Julia Amorós-López, Joan Vila-Francés, Luis Gómez-Chova, José F. Moreno
Diurnal Cycle Relationships between Passive Fluorescence, PRI and NPQ of Vegetation in a Controlled Stress Experiment. Remote. Sens. 9 (8) (2017)
R. Q. Iannone, Fabrizio Niro, Philippe Goryl, Steffen Dransfeld, Bianca Hoersch, Kerstin Stelzer, Grit Kirches, M. Paperin, Carsten Brockmann, Luis Gómez-Chova, Gonzalo Mateo-Garcia, Rene Preusker, Jürgen Fischer, Umberto Amato, Carmine Serio, Ute Gangkofner, Béatrice Berthelot, Marian-Daniel Iordache, Luc Bertels, Erwin Wolters, Wouter Dierckx, Iskander Benhadj, Else Swinnen
Proba-V cloud detection Round Robin: Validation results and recommendations. MultiTemp (2017)
Adrián Pérez-Suay, Valero Laparra, Gonzalo Mateo-Garcia, Jordi Muñoz-Marí, Luis Gómez-Chova, Gustau Camps-Valls
Fair Kernel Learning. ECML/PKDD (1) (2017)
Gonzalo Mateo-Garcia, Luis Gómez-Chova, Gustau Camps-Valls
Convolutional neural networks for multispectral image cloud masking. IGARSS (2017)
Emma Izquierdo-Verdiguier, Valero Laparra, Robert Jenssen, Luis Gómez-Chova, Gustau Camps-Valls
Optimized Kernel Entropy Components. IEEE Trans. Neural Networks Learn. Syst. 28 (6) (2017)
Luis Gómez-Chova, Gonzalo Mateo-Garcia, Jordi Muñoz-Marí, Gustau Camps-Valls
Cloud detection machine learning algorithms for PROBA-V. IGARSS (2017)
Emma Izquierdo-Verdiguier, Valero Laparra, Robert Jenssen, Luis Gómez-Chova, Gustau Camps-Valls
Optimized Kernel Entropy Components. CoRR (2016)
Luis Gómez-Chova, Devis Tuia, Gabriele Moser, Gustau Camps-Valls
Multimodal Classification of Remote Sensing Images: A Review and Future Directions. Proc. IEEE 103 (9) (2015)
Emma Izquierdo-Verdiguier, Robert Jenssen, Luis Gómez-Chova, Gustavo Camps-Valls
Spectral clustering with the probabilistic cluster kernel. Neurocomputing 149 (2015)
Luis Gómez-Chova, Julia Amorós-López, Antonio Ruiz-Verdú, Jordi Muñoz-Marí, Gustau Camps-Valls
Operational cloud screening service for Sentinel-2 image time series. IGARSS (2015)
Emma Izquierdo-Verdiguier, Luis Gómez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls
Semisupervised Kernel Feature Extraction for Remote Sensing Image Analysis. IEEE Trans. Geosci. Remote. Sens. 52 (9) (2014)
Luis Gómez-Chova, Emma Izquierdo-Verdiguier, Julia Amorós-López, Jordi Muñoz-Marí, Gustavo Camps-Valls
Kernel change discriminant analysis for multitemporal cloud masking. IGARSS (2013)
Jordi Muñoz-Marí, Luis Gómez-Chova, Julia Amorós-López, Emma Izquierdo-Verdiguier, Gustavo Camps-Valls
Multiset Kernel CCA for multitemporal image classification. MultiTemp (2013)
José M. Leiva-Murillo, Luis Gómez-Chova, Gustavo Camps-Valls
Multitask Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 51 (1) (2013)
Devis Tuia, Jordi Muñoz-Marí, Luis Gómez-Chova, Jesus Malo
Graph Matching for Adaptation in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 51 (1) (2013)
Emma Izquierdo-Verdiguier, Valero Laparra, Luis Gómez-Chova, Gustavo Camps-Valls
Encoding Invariances in Remote Sensing Image Classification With SVM. IEEE Geosci. Remote. Sens. Lett. 10 (5) (2013)
Julia Amorós-López, Luis Gómez-Chova, Luis Alonso, Luis Guanter, Raúl Zurita-Milla, José F. Moreno, Gustavo Camps-Valls
Multitemporal fusion of Landsat/TM and ENVISAT/MERIS for crop monitoring. Int. J. Appl. Earth Obs. Geoinformation 23 (2013)
Julia Amorós-López, Emma Izquierdo-Verdiguier, Luis Gómez-Chova, Jordi Muñoz-Marí, Gustavo Camps-Valls
A kernel regression approach to cloud and shadow detection in multitemporal images. MultiTemp (2013)
Luis Gómez-Chova, Jordi Muñoz-Marí, Julia Amorós-López, Emma Izquierdo-Verdiguier, Gustavo Camps-Valls
Advances in synergy of AATSR-MERIS sensors for cloud detection. IGARSS (2013)
Emma Izquierdo-Verdiguier, Jerónimo Arenas-García, Sergio Muñoz-Romero, Luis Gómez-Chova, Gustavo Camps-Valls
Semisupervised kernel orthonormalized partial least squares. MLSP (2012)
Emma Izquierdo-Verdiguier, Luis Gómez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls
Semisupervised nonlinear feature extraction for image classification. IGARSS (2012)
Gustavo Camps-Valls, Jordi Muñoz-Marí, Luis Gómez-Chova, Luis Guanter, Xavier Calbet
Nonlinear Statistical Retrieval of Atmospheric Profiles From MetOp-IASI and MTG-IRS Infrared Sounding Data. IEEE Trans. Geosci. Remote. Sens. 50 (5-2) (2012)
Luis Gómez-Chova, Gustavo Camps-Valls
Learning with the kernel signal to noise ratio. MLSP (2012)
Emma Izquierdo-Verdiguier, Valero Laparra, Luis Gómez-Chova, Gustavo Camps-Valls
Including invariances in SVM remote sensing image classification. IGARSS (2012)
Gustavo Camps-Valls, Valero Laparra, Jordi Muñoz-Marí, Luis Gómez-Chova, Xavier Calbet
Kernel-based retrieval of atmospheric profiles from IASI data. IGARSS (2011)
Luis Gómez-Chova, Allan Aasbjerg Nielsen, Gustavo Camps-Valls
Explicit signal to noise ratio in reproducing kernel Hilbert spaces. IGARSS (2011)
Luis Gómez-Chova, Robert Jenssen, Gustavo Camps-Valls
Kernel entropy component analysis in remote sensing data clustering. IGARSS (2011)
Luis Gómez-Chova, Raúl Zurita-Milla, Luis Alonso, Julia Amorós-López, Luis Guanter, Gustavo Camps-Valls
Gridding Artifacts on Medium-Resolution Satellite Image Time Series: MERIS Case Study. IEEE Trans. Geosci. Remote. Sens. 49 (7) (2011)
Julia Amorós-López, Luis Gómez-Chova, Luis Alonso-Chorda, Luis Guanter, José F. Moreno, Gustavo Camps-Valls
Regularized Multiresolution Spatial Unmixing for ENVISAT/MERIS and Landsat/TM Image Fusion. IEEE Geosci. Remote. Sens. Lett. 8 (5) (2011)
Raúl Zurita-Milla, Luis Gómez-Chova, Luis Guanter, Jan G. P. W. Clevers, Gustavo Camps-Valls
Multitemporal Unmixing of Medium-Spatial-Resolution Satellite Images: A Case Study Using MERIS Images for Land-Cover Mapping. IEEE Trans. Geosci. Remote. Sens. 49 (11) (2011)
Julia Amorós-López, Luis Gómez-Chova, Luis Guanter, Luis Alonso, José F. Moreno, Gustavo Camps-Valls
Multi-resolution spatial unmixing for MERIS and Landsat image fusion. IGARSS (2010)
Jordi Muñoz-Marí, Francesca Bovolo, Luis Gómez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls
Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 48 (8) (2010)
Joan Vila-Francés, Javier Calpe-Maravilla, Luis Gómez-Chova, Julia Amorós-López
Improving the performance of acousto-optic tunable filters in imaging applications. J. Electronic Imaging 19 (4) (2010)
Luis Gómez-Chova, Gustavo Camps-Valls, Lorenzo Bruzzone, Javier Calpe-Maravilla
Mean Map Kernel Methods for Semisupervised Cloud Classification. IEEE Trans. Geosci. Remote. Sens. 48 (1-1) (2010)
Gustavo Camps-Valls, Luis Gómez-Chova, Jordi Muñoz-Marí, Joan Vila-Francés, Julia Amorós-López, Javier Calpe-Maravilla
Biophysical Parameter Estimation with Adaptive Gaussian Processes. IGARSS (4) (2009)
Luis Gómez-Chova, Jordi Muñoz-Marí, Emma Izquierdo-Verdiguier, Gustavo Camps-Valls, Javier Calpe-Maravilla, José F. Moreno
Cloud Screening with Combined MERIS and AATSR Images. IGARSS (4) (2009)
Gustavo Camps-Valls, Jordi Muñoz-Marí, Luis Gómez-Chova, Katja Richter, Javier Calpe-Maravilla
Biophysical Parameter Estimation With a Semisupervised Support Vector Machine. IEEE Geosci. Remote. Sens. Lett. 6 (2) (2009)
Luis Alonso, Luis Gómez-Chova, José F. Moreno, Luis Guanter, Carsten Brockmann, Norman Fomferra, Ralf Quast, Peter Regner
CHRIS/Proba Toolbox for Hyperspectral and Multiangular Data Exploitations. IGARSS (2) (2009)
Gustavo Camps-Valls, Luis Gómez-Chova, Jordi Muñoz-Marí, José Luis Rojo-Álvarez, Manel Martínez-Ramón
Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection. IEEE Trans. Geosci. Remote. Sens. 46 (6) (2008)
Alfredo Rosado Muñoz, Luis Gómez-Chova, Joan Vila-Francés
An IP Core and GUI for Implementing Multilayer Perceptron with a Fuzzy Activation Function on Configurable Logic Devices. J. Univers. Comput. Sci. 14 (10) (2008)
Luis Guanter, Karl Segl, Hermann Kaufmann, Wout Verhoef, Luis Alonso, Luis Gómez-Chova, José F. Moreno, Jürgen Fischer, Rene Preusker, Ferran Gascon
Methodology for the Retrieval of Vegetation Chlorophyll Fluorescence from Space in the Frame of the Flex Mission Preparatory Activities. IGARSS (4) (2008)
Gustavo Camps-Valls, Jordi Muñoz-Marí, Luis Gómez-Chova, Javier Calpe-Maravilla
Semi-Supervised Support Vector Biophysical Parameter Estimation. IGARSS (3) (2008)
Juan Gómez-Sanchís, Gustavo Camps-Valls, Enrique Moltó, Luis Gómez-Chova, Nuria Aleixos, José Blasco
Segmentation of Hyperspectral Images for the Detection of Rotten Mandarins. ICIAR (2008)
Luis Gómez-Chova, Gustavo Camps-Valls, Jordi Muñoz-Marí, Javier Calpe
Semisupervised Image Classification With Laplacian Support Vector Machines. IEEE Geosci. Remote. Sens. Lett. 5 (3) (2008)
Luis Alonso, Luis Gómez-Chova, Joan Vila-Francés, Julia Amorós-López, Luis Guanter, Javier Calpe, José F. Moreno
Improved Fraunhofer Line Discrimination Method for Vegetation Fluorescence Quantification. IEEE Geosci. Remote. Sens. Lett. 5 (4) (2008)
Luis Gómez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls, Javier Calpe-Maravilla
Semi-Supervised Remote Sensing Image Classification based on Clustering and the Mean Map Kernel. IGARSS (4) (2008)
Joan Vila-Francés, Luis Gómez-Chova, Julia Amorós-López, Javier Calpe-Maravilla
Configurable Passband Imaging Spectrometer Based on Acousto-optic Tunable Filter. ACIVS (2008)
Julia Amorós-López, Joan Vila-Francés, Luis Gómez-Chova, Luis Alonso, Luis Guanter, Secundino del Valle-Tascun, Javier Calpe-Maravilla, José F. Moreno
Remote sensing of chlorophyll fluorescence for estimation of stress in vegetation. recommendations for future missions. IGARSS (2007)
Jordi Muñoz-Marí, Gustavo Camps-Valls, Luis Gómez-Chova, Javier Calpe-Maravilla
Combination of one-class remote sensing image classifiers. IGARSS (2007)
Gustavo Camps-Valls, Antonio Rodrigo-González, Jordi Muñoz-Marí, Luis Gómez-Chova, Javier Calpe-Maravilla
Hyperspectral image classification with mahalanobis relevance vector machines. IGARSS (2007)
Carlos Fernández, Emilio Soria-Olivas, P. Sánchez-Seiquer, Luis Gómez-Chova, Rafael Magdalena, José David Martín-Guerrero, M. J. Navarro, Antonio J. Serrano-López
Weekly milk prediction on dairy goats using neural networks. Neural Comput. Appl. 16 (4-5) (2007)
Luis Alonso, Luis Gómez-Chova, Joan Vila-Francés, Julia Amorós-López, Luis Guanter, Javier Calpe, José F. Moreno
Sensitivity analysis of the fraunhofer line discrimination method for the measurement of chlorophyll fluorescence using a field spectroradiometer. IGARSS (2007)
Luis Gómez-Chova, Gustavo Camps-Valls, Javier Calpe-Maravilla, Luis Guanter, José F. Moreno
Cloud-Screening Algorithm for ENVISAT/MERIS Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 45 (12-2) (2007)
Luis Gómez-Chova, Gustavo Camps-Valls, Jordi Muñoz-Marí, Javier Calpe-Maravilla
Semi-supervised cloud screening with Laplacian SVM. IGARSS (2007)
Luis Gómez-Chova, Diego Fernández-Prieto, Javier Calpe-Maravilla, Emilio Soria-Olivas, Joan Vila-Francés, Gustavo Camps-Valls
Urban monitoring using multi-temporal SAR and multi-spectral data. Pattern Recognit. Lett. 27 (4) (2006)
Gustavo Camps-Valls, Luis Gómez-Chova, Joan Vila-Francés, José David Martín-Guerrero, Antonio J. Serrano-López, Emilio Soria-Olivas
Enhancing decision-based neural networks through local competition. Neurocomputing 69 (7-9) (2006)
Gustavo Camps-Valls, Luis Gómez-Chova, Jordi Muñoz-Marí, Joan Vila-Francés, Javier Calpe-Maravilla
Composite kernels for hyperspectral image classification. IEEE Geosci. Remote. Sens. Lett. 3 (1) (2006)
Javier Calpe-Maravilla, Joan Vila-Francés, Emilio Ribes-Gómez, Vicente Duran-Bosch, Jordi Muñoz-Marí, Julia Amorós-López, Luis Gómez-Chova, Enrique Tajahuerce-Romera
400 - to 1000 - nm imaging spectrometer based on acousto-optic tunable filters. J. Electronic Imaging 15 (2) (2006)
Joan Vila i Carbó, Javier Calpe, Filiberto Pla, Luis Gómez-Chova, Joseph Connell, John A. Marchant, Javier Calleja, Michael Mulqueen, Jordi Muñoz-Marí, Arnoud C. Klaren
SmartSpectra: Applying multispectral imaging to industrial environments. Real Time Imaging 11 (2) (2005)
Gustavo Camps-Valls, Luis Gómez-Chova, Javier Calpe-Maravilla, José David Martín-Guerrero, Emilio Soria-Olivas, Luis Alonso-Chorda, José F. Moreno
Robust support vector method for hyperspectral data classification and knowledge discovery. IEEE Trans. Geosci. Remote. Sens. 42 (7) (2004)
Gustavo Camps-Valls, Antonio J. Serrano-López, Luis Gómez-Chova, José David Martín-Guerrero, Javier Calpe-Maravilla, José F. Moreno
Regularized RBF Networks for Hyperspectral Data Classification. ICIAR (2) (2004)
Emilio Soria-Olivas, José David Martín-Guerrero, Gustavo Camps-Valls, Antonio J. Serrano-López, Javier Calpe-Maravilla, Luis Gómez-Chova
A low-complexity fuzzy activation function for artificial neural networks. IEEE Trans. Neural Networks 14 (6) (2003)
Gustavo Camps-Valls, Luis Gómez-Chova, Javier Calpe-Maravilla, Emilio Soria-Olivas, José David Martín-Guerrero, José F. Moreno
Support Vector Machines for Crop Classification Using Hyperspectral Data. IbPRIA (2003)
Luis Gómez-Chova, Javier Calpe-Maravilla, Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, José F. Moreno
CART-based feature selection of hyperspectral images for crop cover classification. ICIP (3) (2003)
Luis Gómez-Chova, Javier Calpe, Gustau Camps-Valls, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, Luis Alonso-Chorda, José Moreno
Feature selection of hyperspectral data through local correlation and SFFS for crop classification. IGARSS (2003)
Luis Gómez-Chova, Javier Calpe, Gustau Camps-Valls, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, Luis Alonso-Chorda, José Moreno
Semi-supervised classification method for hyperspectral remote sensing images. IGARSS (2003)