Support Vector Machines for Crop Classification Using Hyperspectral Data. - Gustavo Camps-Valls; Luis Gómez-Chova; Javier Calpe-Maravilla; Emilio Soria-Olivas; José David Martín-Guerrero; José F. Moreno (IbPRIA, 2003)

CART-based feature selection of hyperspectral images for crop cover classification. - Luis Gómez-Chova; Javier Calpe-Maravilla; Emilio Soria-Olivas; Gustavo Camps-Valls; José David Martín-Guerrero; José F. Moreno (ICIP (3), 2003)

Feature selection of hyperspectral data through local correlation and SFFS for crop classification. - Luis Gómez-Chova; Javier Calpe; Gustau Camps-Valls; José David Martín-Guerrero; Emilio Soria-Olivas; Joan Vila-Francés; Luis Alonso-Chorda; José Moreno 001 (IGARSS, 2003)

Semi-supervised classification method for hyperspectral remote sensing images. - Luis Gómez-Chova; Javier Calpe; Gustau Camps-Valls; José David Martín-Guerrero; Emilio Soria-Olivas; Joan Vila-Francés; Luis Alonso-Chorda; José Moreno 001 (IGARSS, 2003)

A low-complexity fuzzy activation function for artificial neural networks. - Emilio Soria-Olivas; José David Martín-Guerrero; Gustavo Camps-Valls; Antonio J. Serrano-López; Javier Calpe-Maravilla; Luis Gómez-Chova (IEEE Trans. Neural Networks, 2003)

Regularized RBF Networks for Hyperspectral Data Classification. - Gustavo Camps-Valls; Antonio J. Serrano-López; Luis Gómez-Chova; José David Martín-Guerrero; Javier Calpe-Maravilla; José F. Moreno (ICIAR (2), 2004)

Robust support vector method for hyperspectral data classification and knowledge discovery. - Gustavo Camps-Valls; Luis Gómez-Chova; Javier Calpe-Maravilla; José David Martín-Guerrero; Emilio Soria-Olivas; Luis Alonso-Chorda; José F. Moreno (IEEE Trans. Geosci. Remote. Sens., 2004)

SmartSpectra: Applying multispectral imaging to industrial environments. - Joan Vila-Francés; Javier Calpe; Filiberto Pla; Luis Gómez-Chova; Joseph Connell; John A. Marchant; Javier Calleja; Michael Mulqueen; Jordi Muñoz-Marí; Arnoud C. Klaren (Real Time Imaging, 2005)

Enhancing decision-based neural networks through local competition. - Gustavo Camps-Valls; Luis Gómez-Chova; Joan Vila-Francés; José David Martín-Guerrero; Antonio J. Serrano-López; Emilio Soria-Olivas (Neurocomputing, 2006)

400 - to 1000 - nm imaging spectrometer based on acousto-optic tunable filters. - Javier Calpe-Maravilla; Joan Vila-Francés; Emilio Ribes-Gómez; Vicente Duran-Bosch; Jordi Muñoz-Marí; Julia Amorós-López; Luis Gómez-Chova; Enrique Tajahuerce-Romera (J. Electronic Imaging, 2006)

Composite kernels for hyperspectral image classification. - Gustavo Camps-Valls; Luis Gómez-Chova; Jordi Muñoz-Marí; Joan Vila-Francés; Javier Calpe-Maravilla (IEEE Geosci. Remote. Sens. Lett., 2006)

Urban monitoring using multi-temporal SAR and multi-spectral data. - Luis Gómez-Chova; Diego Fernández-Prieto; Javier Calpe-Maravilla; Emilio Soria-Olivas; Joan Vila-Francés; Gustavo Camps-Valls (Pattern Recognit. Lett., 2006)

Sensitivity analysis of the fraunhofer line discrimination method for the measurement of chlorophyll fluorescence using a field spectroradiometer. - Luis Alonso 002; Luis Gómez-Chova; Joan Vila-Francés; Julia Amorós-López; Luis Guanter; Javier Calpe; José F. Moreno (IGARSS, 2007)

Remote sensing of chlorophyll fluorescence for estimation of stress in vegetation. recommendations for future missions. - Julia Amorós-López; Joan Vila-Francés; Luis Gómez-Chova; Luis Alonso 002; Luis Guanter; Secundino del Valle-Tascun; Javier Calpe-Maravilla; José F. Moreno (IGARSS, 2007)

Hyperspectral image classification with mahalanobis relevance vector machines. - Gustavo Camps-Valls; Antonio Rodrigo-González; Jordi Muñoz-Marí; Luis Gómez-Chova; Javier Calpe-Maravilla (IGARSS, 2007)

Semi-supervised cloud screening with Laplacian SVM. - Luis Gómez-Chova; Gustavo Camps-Valls; Jordi Muñoz-Marí; Javier Calpe-Maravilla (IGARSS, 2007)

Combination of one-class remote sensing image classifiers. - Jordi Muñoz-Marí; Gustavo Camps-Valls; Luis Gómez-Chova; Javier Calpe-Maravilla (IGARSS, 2007)

Weekly milk prediction on dairy goats using neural networks. - Carlos Fernández; Emilio Soria-Olivas; P. Sánchez-Seiquer; Luis Gómez-Chova; Rafael Magdalena; José David Martín-Guerrero; M. J. Navarro; Antonio J. Serrano-López (Neural Comput. Appl., 2007)

Cloud-Screening Algorithm for ENVISAT/MERIS Multispectral Images. - Luis Gómez-Chova; Gustavo Camps-Valls; Javier Calpe-Maravilla; Luis Guanter; José F. Moreno (IEEE Trans. Geosci. Remote. Sens., 2007)

Configurable Passband Imaging Spectrometer Based on Acousto-optic Tunable Filter. - Joan Vila-Francés; Luis Gómez-Chova; Julia Amorós-López; Javier Calpe-Maravilla (ACIVS, 2008)

Segmentation of Hyperspectral Images for the Detection of Rotten Mandarins. - Juan Gómez-Sanchís; Gustavo Camps-Valls; Enrique Moltó; Luis Gómez-Chova; Nuria Aleixos; José Blasco (ICIAR, 2008)

Semi-Supervised Support Vector Biophysical Parameter Estimation. - Gustavo Camps-Valls; Jordi Muñoz-Marí; Luis Gómez-Chova; Javier Calpe-Maravilla (IGARSS (3), 2008)

Semi-Supervised Remote Sensing Image Classification based on Clustering and the Mean Map Kernel. - Luis Gómez-Chova; Lorenzo Bruzzone; Gustavo Camps-Valls; Javier Calpe-Maravilla (IGARSS (4), 2008)

Methodology for the Retrieval of Vegetation Chlorophyll Fluorescence from Space in the Frame of the Flex Mission Preparatory Activities. - Luis Guanter; Karl Segl; Hermann Kaufmann 001; Wout Verhoef; Luis Alonso 002; Luis Gómez-Chova; José F. Moreno; Jürgen Fischer; Rene Preusker; Ferran Gascon (IGARSS (4), 2008)

An IP Core and GUI for Implementing Multilayer Perceptron with a Fuzzy Activation Function on Configurable Logic Devices. - Alfredo Rosado Muñoz; Luis Gómez-Chova; Joan Vila-Francés (J. Univers. Comput. Sci., 2008)

Improved Fraunhofer Line Discrimination Method for Vegetation Fluorescence Quantification. - Luis Alonso 002; Luis Gómez-Chova; Joan Vila-Francés; Julia Amorós-López; Luis Guanter; Javier Calpe; José F. Moreno (IEEE Geosci. Remote. Sens. Lett., 2008)

Semisupervised Image Classification With Laplacian Support Vector Machines. - Luis Gómez-Chova; Gustavo Camps-Valls; Jordi Muñoz-Marí; Javier Calpe (IEEE Geosci. Remote. Sens. Lett., 2008)

Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection. - Gustavo Camps-Valls; Luis Gómez-Chova; Jordi Muñoz-Marí; José Luis Rojo-Álvarez; Manel Martínez-Ramón (IEEE Trans. Geosci. Remote. Sens., 2008)

CHRIS/Proba Toolbox for Hyperspectral and Multiangular Data Exploitations. - Luis Alonso 002; Luis Gómez-Chova; José F. Moreno; Luis Guanter; Carsten Brockmann; Norman Fomferra; Ralf Quast; Peter Regner (IGARSS (2), 2009)

Biophysical Parameter Estimation with Adaptive Gaussian Processes. - Gustavo Camps-Valls; Luis Gómez-Chova; Jordi Muñoz-Marí; Joan Vila-Francés; Julia Amorós-López; Javier Calpe-Maravilla (IGARSS (4), 2009)

Cloud Screening with Combined MERIS and AATSR Images. - Luis Gómez-Chova; Jordi Muñoz-Marí; Emma Izquierdo-Verdiguier; Gustavo Camps-Valls; Javier Calpe-Maravilla; José F. Moreno (IGARSS (4), 2009)

Biophysical Parameter Estimation With a Semisupervised Support Vector Machine. - Gustavo Camps-Valls; Jordi Muñoz-Marí; Luis Gómez-Chova; Katja Richter; Javier Calpe-Maravilla (IEEE Geosci. Remote. Sens. Lett., 2009)

Multi-resolution spatial unmixing for MERIS and Landsat image fusion. - Julia Amorós-López; Luis Gómez-Chova; Luis Guanter; Luis Alonso 002; José F. Moreno; Gustavo Camps-Valls (IGARSS, 2010)

Improving the performance of acousto-optic tunable filters in imaging applications. - Joan Vila-Francés; Javier Calpe-Maravilla; Luis Gómez-Chova; Julia Amorós-López (J. Electronic Imaging, 2010)

Mean Map Kernel Methods for Semisupervised Cloud Classification. - Luis Gómez-Chova; Gustavo Camps-Valls; Lorenzo Bruzzone; Javier Calpe-Maravilla (IEEE Trans. Geosci. Remote. Sens., 2010)

Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data. - Jordi Muñoz-Marí; Francesca Bovolo; Luis Gómez-Chova; Lorenzo Bruzzone; Gustavo Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2010)

Kernel-based retrieval of atmospheric profiles from IASI data. - Gustavo Camps-Valls; Valero Laparra; Jordi Muñoz-Marí; Luis Gómez-Chova; Xavier Calbet (IGARSS, 2011)

Kernel entropy component analysis in remote sensing data clustering. - Luis Gómez-Chova; Robert Jenssen; Gustavo Camps-Valls (IGARSS, 2011)

Explicit signal to noise ratio in reproducing kernel Hilbert spaces. - Luis Gómez-Chova; Allan Aasbjerg Nielsen; Gustavo Camps-Valls (IGARSS, 2011)

Regularized Multiresolution Spatial Unmixing for ENVISAT/MERIS and Landsat/TM Image Fusion. - Julia Amorós-López; Luis Gómez-Chova; Luis Alonso-Chorda; Luis Guanter; José F. Moreno; Gustavo Camps-Valls (IEEE Geosci. Remote. Sens. Lett., 2011)

Gridding Artifacts on Medium-Resolution Satellite Image Time Series: MERIS Case Study. - Luis Gómez-Chova; Raúl Zurita-Milla; Luis Alonso 002; Julia Amorós-López; Luis Guanter; Gustavo Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2011)

Multitemporal Unmixing of Medium-Spatial-Resolution Satellite Images: A Case Study Using MERIS Images for Land-Cover Mapping. - Raúl Zurita-Milla; Luis Gómez-Chova; Luis Guanter; Jan G. P. W. Clevers; Gustavo Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2011)

Remote Sensing Image Processing - Gustavo Camps-Valls; Devis Tuia; Luis Gómez-Chova; Sandra Jiménez; Jesús Malo (Morgan & Claypool Publishers, 2011)

Semisupervised nonlinear feature extraction for image classification. - Emma Izquierdo-Verdiguier; Luis Gómez-Chova; Lorenzo Bruzzone; Gustavo Camps-Valls (IGARSS, 2012)

Including invariances in SVM remote sensing image classification. - Emma Izquierdo-Verdiguier; Valero Laparra; Luis Gómez-Chova; Gustavo Camps-Valls (IGARSS, 2012)

Learning with the kernel signal to noise ratio. - Luis Gómez-Chova; Gustavo Camps-Valls (MLSP, 2012)

Semisupervised kernel orthonormalized partial least squares. - Emma Izquierdo-Verdiguier; Jerónimo Arenas-García; Sergio Muñoz-Romero; Luis Gómez-Chova; Gustavo Camps-Valls (MLSP, 2012)

Nonlinear Statistical Retrieval of Atmospheric Profiles From MetOp-IASI and MTG-IRS Infrared Sounding Data. - Gustavo Camps-Valls; Jordi Muñoz-Marí; Luis Gómez-Chova; Luis Guanter; Xavier Calbet (IEEE Trans. Geosci. Remote. Sens., 2012)

Kernel change discriminant analysis for multitemporal cloud masking. - Luis Gómez-Chova; Emma Izquierdo-Verdiguier; Julia Amorós-López; Jordi Muñoz-Marí; Gustavo Camps-Valls (IGARSS, 2013)

Advances in synergy of AATSR-MERIS sensors for cloud detection. - Luis Gómez-Chova; Jordi Muñoz-Marí; Julia Amorós-López; Emma Izquierdo-Verdiguier; Gustavo Camps-Valls (IGARSS, 2013)

A kernel regression approach to cloud and shadow detection in multitemporal images. - Julia Amorós-López; Emma Izquierdo-Verdiguier; Luis Gómez-Chova; Jordi Muñoz-Marí; Gustavo Camps-Valls (MultiTemp, 2013)

Multiset Kernel CCA for multitemporal image classification. - Jordi Muñoz-Marí; Luis Gómez-Chova; Julia Amorós-López; Emma Izquierdo-Verdiguier; Gustavo Camps-Valls (MultiTemp, 2013)

Multitemporal fusion of Landsat/TM and ENVISAT/MERIS for crop monitoring. - Julia Amorós-López; Luis Gómez-Chova; Luis Alonso 002; Luis Guanter; Raúl Zurita-Milla; José F. Moreno; Gustavo Camps-Valls (Int. J. Appl. Earth Obs. Geoinformation, 2013)

Encoding Invariances in Remote Sensing Image Classification With SVM. - Emma Izquierdo-Verdiguier; Valero Laparra; Luis Gómez-Chova; Gustavo Camps-Valls (IEEE Geosci. Remote. Sens. Lett., 2013)

Multitask Remote Sensing Data Classification. - José M. Leiva-Murillo; Luis Gómez-Chova; Gustavo Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2013)

Graph Matching for Adaptation in Remote Sensing. - Devis Tuia; Jordi Muñoz-Marí; Luis Gómez-Chova; Jesus Malo (IEEE Trans. Geosci. Remote. Sens., 2013)

Semisupervised Kernel Feature Extraction for Remote Sensing Image Analysis. - Emma Izquierdo-Verdiguier; Luis Gómez-Chova; Lorenzo Bruzzone; Gustavo Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2014)

Operational cloud screening service for Sentinel-2 image time series. - Luis Gómez-Chova; Julia Amorós-López; Antonio Ruiz-Verdú; Jordi Muñoz-Marí; Gustau Camps-Valls (IGARSS, 2015)

Spectral clustering with the probabilistic cluster kernel. - Emma Izquierdo-Verdiguier; Robert Jenssen; Luis Gómez-Chova; Gustavo Camps-Valls (Neurocomputing, 2015)

Multimodal Classification of Remote Sensing Images: A Review and Future Directions. - Luis Gómez-Chova; Devis Tuia; Gabriele Moser; Gustau Camps-Valls (Proc. IEEE, 2015)

Cloud detection machine learning algorithms for PROBA-V. - Luis Gómez-Chova; Gonzalo Mateo-Garcia; Jordi Muñoz-Marí; Gustau Camps-Valls (IGARSS, 2017)

Nonlinear statistical retrieval of surface emissivity from IASI data. - Valero Laparra; Jordi Muñoz-Marí; Luis Gómez-Chova; Xavier Calbet; Gustau Camps-Valls (IGARSS, 2017)

Convolutional neural networks for multispectral image cloud masking. - Gonzalo Mateo-Garcia; Luis Gómez-Chova; Gustau Camps-Valls (IGARSS, 2017)

Cloud detection on the Google Earth engine platform. - Gonzalo Mateo-Garcia; Jordi Muñoz-Marí; Luis Gómez-Chova (IGARSS, 2017)

Proba-V cloud detection Round Robin: Validation results and recommendations. - 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; et al. (MultiTemp, 2017)

Fair Kernel Learning. - Adrián Pérez-Suay; Valero Laparra; Gonzalo Mateo-Garcia; Jordi Muñoz-Marí; Luis Gómez-Chova; Gustau Camps-Valls (ECML/PKDD (1), 2017)

Diurnal Cycle Relationships between Passive Fluorescence, PRI and NPQ of Vegetation in a Controlled Stress Experiment. - Luis Alonso 002; Shari Van Wittenberghe; Julia Amorós-López; Joan Vila-Francés; Luis Gómez-Chova; José F. Moreno (Remote. Sens., 2017)

Optimized Kernel Entropy Components. - Emma Izquierdo-Verdiguier; Valero Laparra; Robert Jenssen; Luis Gómez-Chova; Gustau Camps-Valls (IEEE Trans. Neural Networks Learn. Syst., 2017)

Convolutional Neural Networks for Cloud Screening: Transfer Learning from Landsat-8 to Proba-V. - Gonzalo Mateo-Garcia; Luis Gómez-Chova (IGARSS, 2018)

Optimizing Kernel Ridge Regression for Remote Sensing Problems. - Gonzalo Mateo-Garcia; Valero Laparra; Luis Gómez-Chova (IGARSS, 2018)

Signal-to-noise ratio in reproducing kernel Hilbert spaces. - Luis Gómez-Chova; Raúl Santos-Rodríguez; Gustau Camps-Valls (Pattern Recognit. Lett., 2018)

Multitemporal Cloud Masking in the Google Earth Engine. - Gonzalo Mateo-Garcia; Luis Gómez-Chova; Julia Amorós-López; Jordi Muñoz-Marí; Gustau Camps-Valls (Remote. Sens., 2018)

Pattern Recognition Scheme for Large-Scale Cloud Detection Over Landmarks. - Adrian Perez-Suay; Julia Amorós-López; Luis Gómez-Chova; Jordi Muñoz-Marí; Dieter Just; Gustau Camps-Valls (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Convolutional Long Short-Term Memory Network for Multitemporal Cloud Detection Over Landmarks. - Gonzalo Mateo-Garcia; José E. Adsuara; Adrián Pérez-Suay; Luis Gómez-Chova (IGARSS, 2019)

Domain Adaptation of Landsat-8 and Proba-V Data Using Generative Adversarial Networks for Cloud Detection. - Gonzalo Mateo-García; Valero Laparra; Luis Gómez-Chova (IGARSS, 2019)

Randomized kernels for large scale Earth observation applications. - Adrián Pérez-Suay; Julia Amorós-López; Luis Gómez-Chova; Valero Laparra; Jordi Muñoz-Marí; Gustau Camps-Valls (CoRR, 2020)

Estimating Crop Primary Productivity with Sentinel-2 and Landsat 8 using Machine Learning Methods Trained with Radiative Transfer Simulations. - Aleksandra Wolanin; Gustau Camps-Valls; Luis Gómez-Chova; Gonzalo Mateo-García; Christiaan van der Tol; Yongguang Zhang; Luis Guanter (CoRR, 2020)

Towards a Better Understanding of Effective Temperature Modelling in the SMOS-IC Retrieval Algorithm. - Roberto Fernandez-Moran; María Piles; Gustau Camps-Valls; Jean-Pierre Wigneron; Xiaojun Li 003; Mengjia Wang; Lei Fan 001; Amen Al-Yaari; Luis Gómez-Chova (IGARSS, 2021)

The Reprocessed Proba-V Collection 2: Product Validation. - 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 (IGARSS, 2021)

Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building Delineation. - Muhammed Razzak; Gonzalo Mateo-Garcia; Luis Gómez-Chova; Yarin Gal; Freddie Kalaitzis (CoRR, 2021)

Benchmarking Deep Learning Models for Cloud Detection in Landsat-8 and Sentinel-2 Images. - Dan López-Puigdollers; Gonzalo Mateo-García; Luis Gómez-Chova (Remote. Sens., 2021)

Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V Images for Cloud Detection. - Gonzalo Mateo-García; Valero Laparra; Dan López-Puigdollers; Luis Gómez-Chova (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Lessons Learned From Cloudsen12 Dataset: Identifying Incorrect Annotations in Cloud Semantic Segmentation Datasets. - César Aybar; David Montero 001; Gonzalo Mateo-García; Luis Gómez-Chova (IGARSS, 2023)

Land Surface Model Calibration for the Future CIMR Mission. - Roberto Fernandez-Moran; Maria Piles; Dara Entekhabi; Jean-Pierre Wigneron; Thomas Jagdhuber; Xiaojun Li 003; Martin J. Baur; Luis Gómez-Chova (IGARSS, 2023)

Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators. - Gonzalo Mateo-García; César Aybar; Giacomo Acciarini; Vít Ruzicka; Gabriele Meoni; Nicolas Longépé; Luis Gómez-Chova (IGARSS, 2023)

Machine-Learned Cloud Classes From Satellite Data for Process-Oriented Climate Model Evaluation. - Arndt Kaps; Axel Lauer; Gustau Camps-Valls; Pierre Gentine; Luis Gómez-Chova; Veronika Eyring (IEEE Trans. Geosci. Remote. Sens., 2023)

A Comprehensive Benchmark for Optical Remote Sensing Image Super-Resolution. - César Aybar; David Montero 001; Simon Donike; Freddie Kalaitzis; Luis Gómez-Chova (IEEE Geosci. Remote. Sens. Lett., 2024)

Onboard Cloud Detection and Atmospheric Correction With Efficient Deep Learning Models. - César Aybar; Gonzalo Mateo-García; Giacomo Acciarini; Vít Ruzicka; Gabriele Meoni; Nicolas Longépé; Luis Gómez-Chova (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Trustworthy Super-Resolution of Multispectral Sentinel-2 Imagery With Latent Diffusion. - Simon Donike; César Aybar; Luis Gómez-Chova; Freddie Kalaitzis (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)