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2021

[WORKSHOP 2021]

15th workshop gRFIA

9th Music Encoding Conference (MEI 2021)

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Alicante, July 19-23

13th international workshop on Machine Learning and Music

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(online) September 18, 2020

Gallego Sánchez, Antonio Javier

Associate Professor

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In this page: contact : research : publications : links

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Contact:
  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

Research:

Curriculum Vitae:not available yet

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

Projects:

Publications:
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  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
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