Publications

2025

1. SARTECO

   Detección de Anomalı́as en Imagen Multiespectral Basada en Isolation Forest y Redes de Deep Learning

   Javier López Fandiño ,  Daniel González Filgueira ,  Dora Blanco Heras ,  and  Francisco Argüello

   In Avances en arquitectura y tecnología de computadores Actas de las Jornadas SARTECO 2025 , Jun 2025

   Bib DOI

   @inproceedings{lopez_fandino_2025_15828559,
     doi = {10.5281/zenodo.15828559},
     author = {López Fandiño, Javier and González Filgueira, Daniel and Blanco Heras, Dora and Argüello, Francisco},
     title = {Detección de Anomalı́as en Imagen Multiespectral
                      Basada en Isolation Forest y Redes de Deep
                      Learning
                      },
     booktitle = {Avances en arquitectura y tecnología de
                      computadores Actas de las Jornadas SARTECO 2025
                      },
     year = {2025},
     pages = {143-150},
     publisher = {Universidad de Sevilla},
     month = jun,
     venue = {Sevilla, Spain},
     url = {https://doi.org/10.5281/zenodo.15828559},
     dimensions = {true}
   }

2. GRSL

   Attention-based Convolutional Neural Network for Anomaly Detection in Multispectral Images of Semi-Natural Ecosystems

   Javier López-Fandiño ,  Álvaro Ordóñez ,  Pablo Quesada-Barriuso ,  Alberto S Garea ,  Francisco Argüello ,  and  Dora B Heras

   IEEE Geoscience and Remote Sensing Letters, Jun 2025

   Bib DOI

   @article{lopez2025attention,
     doi = {10.1109/LGRS.2025.3577943},
     title = {Attention-based Convolutional Neural Network for Anomaly Detection in Multispectral Images of Semi-Natural Ecosystems},
     author = {L{\'o}pez-Fandi{\~n}o, Javier and Ord{\'o}{\~n}ez, {\'A}lvaro and Quesada-Barriuso, Pablo and Garea, Alberto S and Arg{\"u}ello, Francisco and Heras, Dora B},
     journal = {IEEE Geoscience and Remote Sensing Letters},
     year = {2025},
     publisher = {IEEE},
     volume = {22},
     dimensions = {true}
   }

2024

1. JSUP

   Using heterogeneous computing and edge computing to accelerate anomaly detection in remotely sensed multispectral images

   Javier López-Fandiño ,  Dora B Heras ,  and  Francisco Argüello

   The Journal of Supercomputing, Jun 2024

   Bib DOI

   @article{lopez2024using,
     doi = {10.1007/s11227-024-05918-z},
     title = {Using heterogeneous computing and edge computing to accelerate anomaly detection in remotely sensed multispectral images},
     author = {L{\'o}pez-Fandi{\~n}o, Javier and Heras, Dora B and Arg{\"u}ello, Francisco},
     journal = {The Journal of Supercomputing},
     volume = {},
     number = {},
     pages = {},
     year = {2024},
     publisher = {Springer},
     dimensions = {true}
   }

2023

1. CMMSE

   Accelerated Extinction Profiles for Anomaly Detection in Fluvial Ecosystems

   Javier López-Fandiño ,  Dora B Heras ,  and  Francisco Argüello

   In IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium , Jun 2023

   Bib Poster DOI

   @inproceedings{lopez2023accelerated,
     doi = {10.5281/zenodo.8379111},
     title = {Accelerated Extinction Profiles for Anomaly Detection in Fluvial Ecosystems},
     author = {L{\'o}pez-Fandi{\~n}o, Javier and Heras, Dora B and Arg{\"u}ello, Francisco},
     booktitle = {IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium},
     year = {2023},
     organization = {CMMSE},
     dimensions = {true}
   }

2019

1. IJPP

   GPU framework for change detection in multitemporal hyperspectral images

   Javier López-Fandiño ,  Dora B. Heras ,  Francisco Argüello ,  and  Mauro Dalla Mura

   International Journal of Parallel Programming, Jun 2019

   Bib DOI

   @article{lopez2019gpu,
     doi = {10.1007/s10766-017-0547-5},
     title = {GPU framework for change detection in multitemporal hyperspectral images},
     author = {L{\'o}pez-Fandi{\~n}o, Javier and B. Heras, Dora and Arg{\"u}ello, Francisco and Dalla Mura, Mauro},
     journal = {International Journal of Parallel Programming},
     volume = {47},
     number = {2},
     pages = {272--292},
     year = {2019},
     publisher = {Springer},
     dimensions = {true}
   }

2018

1. IGARSS

   Stacked autoencoders for multiclass change detection in hyperspectral images

   Javier López-Fandiño ,  Alberto S Garea ,  Dora B Heras ,  and  Francisco Argüello

   In IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium , Jun 2018

   Bib DOI

   @inproceedings{lopez2018stacked,
     doi = {10.1109/IGARSS.2018.8518338},
     title = {Stacked autoencoders for multiclass change detection in hyperspectral images},
     author = {L{\'o}pez-Fandi{\~n}o, Javier and Garea, Alberto S and Heras, Dora B and Arg{\"u}ello, Francisco},
     booktitle = {IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium},
     pages = {1906--1909},
     year = {2018},
     organization = {IEEE},
     dimensions = {true}
   }

2. SPIE

   Multiclass change detection for multidimensional images in the presence of noise

   Javier López-Fandiño ,  Dora B Heras ,  and  Francisco Argüello

   In High-Performance Computing in Geoscience and Remote Sensing VIII , Jun 2018

   Bib DOI

   @inproceedings{lopez2018multiclass,
     doi = {10.1117/12.2325363},
     title = {Multiclass change detection for multidimensional images in the presence of noise},
     author = {L{\'o}pez-Fandi{\~n}o, Javier and Heras, Dora B and Arg{\"u}ello, Francisco},
     booktitle = {High-Performance Computing in Geoscience and Remote Sensing VIII},
     volume = {10792},
     pages = {20--31},
     year = {2018},
     organization = {SPIE},
     dimensions = {true}
   }

3. Thesis

   Efficient multitemporal change detection techniques for hyperspectral images on GPU

   Javier López Fandiño

   Jun 2018

   Bib

   @article{lopez2018efficient,
     title = {Efficient multitemporal change detection techniques for hyperspectral images on GPU},
     author = {L{\'o}pez Fandi{\~n}o, Javier},
     year = {2018},
   }

2017

1. IDAACS

   CUDA multiclass change detection for remote sensing hyperspectral images using extended morphological profiles

   Javier López-Fandino ,  Dora B Heras ,  Francisco Argüello ,  and  Richard J Duro

   In 2017 9Th IEEE international conference on intelligent data acquisition and advanced computing systems: Technology and applications (IDAACS) , Jun 2017

   Bib DOI

   @inproceedings{lopez2017cuda,
     doi = {10.1109/IDAACS.2017.8095113},
     title = {CUDA multiclass change detection for remote sensing hyperspectral images using extended morphological profiles},
     author = {L{\'o}pez-Fandino, Javier and Heras, Dora B and Arg{\"u}ello, Francisco and Duro, Richard J},
     booktitle = {2017 9Th IEEE international conference on intelligent data acquisition and advanced computing systems: Technology and applications (IDAACS)},
     volume = {1},
     pages = {404--409},
     year = {2017},
     organization = {IEEE},
     dimensions = {true}
   }

2016

1. JSTARS

   GPU projection of ECAS-II segmenter for hyperspectral images based on cellular automata

   Javier López-Fandino ,  Blanca Priego ,  Dora B Heras ,  and  Francisco Argüello

   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Jun 2016

   Bib DOI

   @article{lopez2016gpu,
     doi = {10.1109/JSTARS.2016.2588530},
     title = {GPU projection of ECAS-II segmenter for hyperspectral images based on cellular automata},
     author = {L{\'o}pez-Fandino, Javier and Priego, Blanca and Heras, Dora B and Arg{\"u}ello, Francisco},
     journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
     volume = {10},
     number = {1},
     pages = {20--28},
     year = {2016},
     publisher = {IEEE},
     dimensions = {true}
   }

2. IJCNN

   Evolutionary cellular automata based approach to high-dimensional image segmentation for GPU projection

   Becerra Priego ,  Richard J Duro ,  Javier López-Fandino ,  Dora Blanco Heras ,  and  Francisco Argüello

   In 2016 International Joint Conference on Neural Networks (IJCNN) , Jun 2016

   Bib DOI

   @inproceedings{priego2016evolutionary,
     doi = {10.1109/IJCNN.2016.7727388},
     title = {Evolutionary cellular automata based approach to high-dimensional image segmentation for GPU projection},
     author = {Priego, Becerra and Duro, Richard J and L{\'o}pez-Fandino, Javier and Heras, Dora Blanco and Arg{\"u}ello, Francisco},
     booktitle = {2016 International Joint Conference on Neural Networks (IJCNN)},
     pages = {1593--1600},
     year = {2016},
     organization = {IEEE},
     dimensions = {true}
   }

2015

1. JSTARS

   Efficient ELM-based techniques for the classification of hyperspectral remote sensing images on commodity GPUs

   Javier López-Fandiño ,  Pablo Quesada-Barriuso ,  Dora B Heras ,  and  Francisco Argüello

   IEEE Journal of Selected topics in applied earth observations and remote sensing, Jun 2015

   Bib DOI

   @article{lopez2015efficient,
     doi = {10.1109/JSTARS.2014.2384133},
     title = {Efficient ELM-based techniques for the classification of hyperspectral remote sensing images on commodity GPUs},
     author = {L{\'o}pez-Fandi{\~n}o, Javier and Quesada-Barriuso, Pablo and Heras, Dora B and Arg{\"u}ello, Francisco},
     journal = {IEEE Journal of Selected topics in applied earth observations and remote sensing},
     volume = {8},
     number = {6},
     pages = {2884--2893},
     year = {2015},
     publisher = {IEEE},
     dimensions = {true}
   }

2014

1. SARTECO

   Clasificación supervisada de imágenes de sensado remoto en GPU

   Javier López-Fandino ,  Dora B Heras ,  and  Francisco Argüello

   XXV Jornadas de Paralelismo, Jun 2014

   Bib

   @article{lopez2014clasificacion,
     title = {Clasificaci{\'o}n supervisada de im{\'a}genes de sensado remoto en GPU},
     author = {L{\'o}pez-Fandino, Javier and Heras, Dora B and Arg{\"u}ello, Francisco},
     journal = {XXV Jornadas de Paralelismo},
     pages = {319--325},
     year = {2014},
     dimensions = {true}
   }

2. PDPTA

   Efficient classification of hyperspectral images on commodity GPUs using ELM-based techniques

   Javier López-Fandino ,  Dora B Heras ,  and  Francisco Arguello

   In Conference PDPTA , Jun 2014

   Bib

   @inproceedings{lopez2014efficient,
     title = {Efficient classification of hyperspectral images on commodity GPUs using ELM-based techniques},
     author = {L{\'o}pez-Fandino, Javier and Heras, Dora B and Arguello, Francisco},
     booktitle = {Conference PDPTA},
     volume = {14},
     pages = {21--24},
     year = {2014},
     dimensions = {true}
   }

3. Master

   Clasificación de Imágenes de Superficie Terrestre Mediante Técnicas Basadas en ELM

   Javier López Fandino

   Universidade de Santiago de Compostela , Jun 2014

   Bib

   @phdthesis{fandino2014clasificacion,
     title = {Clasificaci{\'o}n de Im{\'a}genes de Superficie Terrestre Mediante T{\'e}cnicas Basadas en ELM},
     author = {Fandino, Javier L{\'o}pez},
     year = {2014},
     school = {Universidade de Santiago de Compostela}
   }