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Gallego Sánchez, Antonio Javier Associate Professor Go to the Staff page In this page: contact : research : publications : links

  Department of Software and Computing Systems.
  University of Alicante.
  E-03080 Alicante.
  Spain

  E-mail:    jgallego at dlsi.ua.es
  Telephone: +34 96 5909776

Other pages: Teaching, Personal

Curriculum Vitae:not available yet

Research Interests:Machine Learning, Deep Learning, Pattern Recognition, Computer Vision, and Remote Sensing

Projects:

• [coordinator]Digitalización de Obras históricas mediante REconocimiento adaptativo de Música en Imágenes
• [coordinator]Técnicas de adaptación al dominio aplicadas en tareas de salvamento marítimo
• [coordinator]Reconocimiento Óptico de Música mediante técnicas Adaptativa
• Researching and Encouraging the Promulgation of European Repertory through Technologies Operating on Records Interrelated Utilising Machines
• Multimodal Transcription of Music Scores
• Enfoques adaptativos para transcripción automática de música escrita
• Detección en el mar de cuerpos flotantes con apariencia humana desde UAV
• Reconocimiento óptico de música (OMR) mediante técnicas de aprendizaje automático
• Misiones Críticas de Emergencias con Medios Aéreos Tripulados y No Tripulados en Vuelo Cooperativo
• Technologies for interactive music learning /Tecnologías interactivas para el aprendizaje de música
• Multimodal Interaction in Pattern Recognition and Computer Vision
• Pattern Recognition Applications to Atomation of Quality Control and other Industrial Processes/Aplicaciones del Reconocimiento de Formas a la Automatización del Control de Calidad y otros Procesos Industriales

Select a year : all : 2023 : 2022 : 2021 : 2020 : [2019] : 2018 : 2017 : 2016 : 2014 : 2013 : 2012 : 2010 : 2009

1. Alashhab, Samer; Gallego, Antonio-Javier; Lozano, Miguel Ángel
   "Hand Gesture Detection with Convolutional Neural Networks"
   Distributed Computing and Artificial Intelligence, 15th International Conference, ISBN: 978-3-319-94649-8, pp. 45--52 (2019)
   : bibtex : more info : URL
2. Alashhab, Samer; Gallego, Antonio-Javier; Pertusa, Antonio; Gil, Pablo
   "Precise Ship Location With CNN Filter Selection From Optical Aerial Images"
   IEEE Access, vol. 7, pp. 96567-96582 (2019)
   : bibtex : more info : URL
3. Calvo-Zaragoza, J.; Gallego, A.J.
   "A selectional auto-encoder approach for document image binarization"
   Pattern Recognition, vol. 86, pp. 37-47 (2019)
   : bibtex : pdf : more info
4. Calvo-Zaragoza, Jorge and Rico-Juan, Juan R. and Gallego, Antonio-Javier
   "Ensemble classification from deep predictions with test data augmentation"
   Soft Computing (2019)
   : bibtex : more info : URL:
5. Gallego, A.J.; Gil, P.; Pertusa, A.; Fisher, R.B.
   "Semantic Segmentation of SLAR Imagery with Convolutional LSTM Selectional AutoEncoders"
   Remote Sensing, vol. 11, pp. 1-22 (2019)
   : bibtex : more info : URL
6. Gallego, A.J.; Pertusa, A.; Gil, P.; Fisher, R.B.
   "Detection of bodies in maritime rescue operations using unmanned aerial vehicles with multispectral cameras"
   Journal of Field Robotics, vol. 36, pp. 782-796 (2019)
   : bibtex : more info : URL
7. Gallego, Antonio-Javier; Pertusa, Antonio; Bernabeu, Marisa
   "Multi-Label Logo Classification using Convolutional Neural Networks"
   Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA, ISBN: 978-3-030-31332-6, pp. 485--497, Madrid, Spain (2019)
   : bibtex : more info : URL
8. Garay-Maestre, Unai; Gallego, Antonio-Javier; Calvo-Zaragoza, Jorge
   "Data Augmentation via Variational Auto-Encoders"
   Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, ISBN: 978-3-030-13469-3, pp. 29--37 (2019)
   : bibtex : more info : URL
9. Mateiu, Tudor N.; Gallego, Antonio-Javier; Calvo-Zaragoza, Jorge
   "Domain Adaptation for Handwritten Symbol Recognition: A Case of Study in Old Music Manuscripts"
   Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA, ISBN: 978-3-030-31321-0, pp. 135--146, Madrid, Spain (2019)
   : bibtex : more info
10. Ortega-Bastida, Javier; Gallego, Antonio-Javier; Pertusa, Antonio
    "Multimodal Object Recognition Using Deep Learning Representations Extracted from Images and Smartphone Sensors"
    Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, ISBN: 978-3-030-13469-3, pp. 521--529 (2019)
    : bibtex : more info : URL
11. Rico-Juan, J. R.; Gallego, A. J.; Calvo-Zaragoza, J.
    "Automatic detection of inconsistencies between numerical scores and textual feedback in peer-assessment processes with machine learning"
    Computers and Education, vol. 140, pp. 103609 (2019)
    : bibtex : more info : Online article version