Publicaciones en las que colabora con VALERO LAPARRA PEREZ-MUELAS (20)

2022

  1. Fomento del razonamiento crítico mediante la evaluación cruzada: estudio de casos en asignaturas de ciencias

    In-Red 2022. VIII Congreso nacional de innovación educativa y docencia en red

2021

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

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14, pp. 747-761

  2. Generative adversarial networks in the geosciences

    Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science and Geosciences (wiley), pp. 24-36

2020

  1. Statistical biophysical parameter retrieval and emulation with Gaussian processes

    Data Handling in Science and Technology (Elsevier Ltd), pp. 333-368

  2. Transferring deep learning models for cloud detection between Landsat-8 and Proba-V

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 160, pp. 1-17

2019

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

    International Geoscience and Remote Sensing Symposium (IGARSS)

2018

  1. OPTIMIZING KERNEL RIDGE REGRESSION FOR REMOTE SENSING PROBLEMS

    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM

  2. Optimizing kernel ridge regression for remote sensing problems

    International Geoscience and Remote Sensing Symposium (IGARSS)

2017

  1. Advanced feature extraction for earth observation data processing

    Comprehensive Remote Sensing (Elsevier), pp. 108-133

  2. Fair Kernel Learning

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. HyperLabelMe : A Web Platform for Benchmarking Remote-Sensing Image Classifiers

    IEEE Geoscience and Remote Sensing Magazine, Vol. 5, Núm. 4, pp. 79-85

  4. NONLINEAR STATISTICAL RETRIEVAL OF SURFACE EMISSIVITY FROM IASI DATA

    2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)

  5. Nonlinear statistical retrieval of surface emissivity from IASI data

    International Geoscience and Remote Sensing Symposium (IGARSS)

  6. Optimized Kernel Entropy Components

    IEEE Transactions on Neural Networks and Learning Systems, Vol. 28, Núm. 6, pp. 1466-1472

  7. Randomized kernels for large scale Earth observation applications

    Remote Sensing of Environment, Vol. 202, pp. 54-63

2013

  1. Encoding invariances in remote sensing image classification with SVM

    IEEE Geoscience and Remote Sensing Letters, Vol. 10, Núm. 5, pp. 981-985

2012

  1. Including invariances in SVM remote sensing image classification

    International Geoscience and Remote Sensing Symposium (IGARSS)

2011

  1. A Review of Kernel Methods in Remote Sensing Data Analysis

    OPTICAL REMOTE SENSING: ADVANCES IN SIGNAL PROCESSING AND EXPLOITATION TECHNIQUES, Vol. 3, pp. 171-206

  2. Kernel-based retrieval of atmospheric profiles from IASI data

    International Geoscience and Remote Sensing Symposium (IGARSS)

2010

  1. Adaptive kernel ridge regression for image denoising

    Proceedings of the 2010 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2010