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14th workshop gRFIA

2nd International Workshop on Reading Music Systems

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Delft, November 2

12th international workshop on Machine Learning and Music

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Würzburg (Germany): September 16, 2019

Gallego Sánchez, Antonio Javier

Teaching Assistant (Doctor)

Go to the Staff page

In this page: contact : research : publications : links

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

  E-mail:    jgallego at dlsi.ua.es
  Telephone: +34 96 5903400 ext. 2038

Other pages: Teaching, Personal

Research:

Curriculum Vitae:not available yet

Research Interests:

Projects:

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Select a year : all : 2020 : 2019 : 2018 : 2017 : 2016 : 2013 : 2012 : 2009

  1. Castellanos, F. J.; Gallego, A. J.; Calvo-Zaragoza, J.;
    "Automatic scale estimation for music score images"
    Expert Systems with Applications, vol. 158 (2020)
    : bibtex : more info
  2. Cuevas-Velasquez, Hanz; Gallego, Antonio-Javier; Fisher, Robert B.
    "Segmentation and 3D reconstruction of rose plants from stereoscopic images"
    Computers and Electronics in Agriculture, vol. 171, pp. 105296 (2020)
    : bibtex : more info
  3. Cuevas-Velasquez, Hanz; Gallego, Antonio-Javier; Tylecek, Radim; Hemming, Jochen; van Tuijl, Bart; Mencarelli, Angelo; Fisher, Robert B.
    "Real-time Stereo Visual Servoing for Rose Pruning with Robotic Arm"
    International Conference on Robotics and Automation (ICRA), Paris, France (2020)
    : bibtex : more info
  4. Gallego, A.-J; Calvo-Zaragoza, J.; Rico-Juan, J. R.
    "Insights Into Efficient k-Nearest Neighbor Classification With Convolutional Neural Codes"
    IEEE Access, vol. 8, pp. 99312-99326 (2020)
    : bibtex : more info : URL
  5. 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
  6. 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
  7. 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
  8. 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:
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. Gallego, A.J., Calvo-Zaragoza, J.; Valero-Mas, J.J.; Rico-Juan, J.R.
    "Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation"
    Pattern Recognition, vol. 74, pp. 531-543 (2018)
    : bibtex : more info
  17. Gallego, A.J.; Gil, P.; Pertusa, A.; Fisher, R.B.
    "Segmentation of Oil Spills on Side-Looking Airborne Radar Imagery with Autoencoders"
    Sensors, vol. 18, pp. 1424-8220 (2018)
    : bibtex : more info : URL
  18. Gallego, A.J.; Pertusa, A.; Calvo-Zaragoza, J.
    "Improving Convolutional Neural Networks’ Accuracy in Noisy Environments Using k-Nearest Neighbors"
    Applied Sciences, vol. 8 (2018)
    : bibtex : more info : URL
  19. Gallego, A.J.; Pertusa, A.; Gil, P.
    "Automatic Ship Classification from Optical Aerial Images with Convolutional Neural Networks"
    Remote Sensing, vol. 10, pp. 20 (2018)
    : bibtex : more info : URL
  20. Nieto-Hidalgo, M.; Gallego, A.J.; Gil, P.; Pertusa, A.
    "Two-Stage Convolutional Neural Network for Ship and Spill Detection Using SLAR Images"
    IEEE Transactions on Geoscience and Remote Sensing, vol. 56, pp. 5217-5230 (2018)
    : bibtex : more info : URL
  21. Pertusa, A; Gallego, A.-J; Bernabeu, M.
    "MirBot: A collaborative object recognition system for smartphones using convolutional neural networks"
    Neurocomputing, vol. 293, pp. 87-99 (2018)
    : bibtex : more info : Preprint : URL
  22. Rico-Juan, J. R.; Gallego, A. J.; Valero-Mas, J. J.; Calvo-Zaragoza, J.
    "Statistical semi-supervised system for grading multiple peer-reviewed open-ended works"
    Computers & Education, vol. 126, pp. 264-282 (2018)
    : bibtex : pdf : more info
  23. Alacid, B.; Gallego, A-J.; Gil, P.; Pertusa, A.
    "Oil Slicks Detection in SLAR Images with Autoencoders"
    5th International Symposium on Sensor Science, Barcelona, Spain (2017)
    : bibtex : more info : url
  24. Calvo-Zaragoza, J.; Gallego, A.-J.; Pertusa, A.
    "Recognition of Handwritten Music Symbols with Convolutional Neural Codes"
    14th IAPR International Conference on Document Analysis and Recognition (ICDAR), pp. 691--696, Kyoto, Japan (2017)
    : bibtex : more info : URL
  25. Gallego, Antonio-Javier; Calvo-Zaragoza, Jorge
    "Staff-line removal with Selectional Auto-Encoders"
    Expert Systems With Applications, vol. 89, pp. 138 - 148 (2017)
    : bibtex : pdf : more info
  26. Bernabeu, M.; Pertusa, A.; Gallego, A.J.
    "Image spatial verification using Segment Intersection of Interest Points"
    Proc. of the 24 Int. Conf. in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG), ISBN: 2464-4614 (2016)
    : bibtex : pdf : more info
  27. Pertusa, A.; Gallego, A.-J.; Bernabeu, M.
    "MirBot: A multimodal interactive image retrieval system"
    Lecture Notes in Computer Science, vol. 7887, pp. 197-204 (2013)
    : bibtex : more info : URL
  28. Gallego-Sánchez, Antonio-Javier and Calera-Rubio, Jorge and López, Damián
    "Structural Graph Extraction from Images"
    Distributed Computing and Artificial Intelligence, ISBN: 978-3-642-28764-0, pp. 717-724 (2012)
    : bibtex : more info
  29. López, D.; Calera-Rubio, J.; Gallego-Sánchez, A.J.
    "Inference of k-Testable Directed Acyclic Graph Languages"
    Journal of Machine Learning Research: Workshop and Conference Proceedings, Vol. 21: ICGI 2012, pp. 149-163 (2012)
    : bibtex : pdf : more info
  30. Gallego-Sánchez, J.; Calera-Rubio, J.
    "Improving edge detection in highly noised sheet-metal images"
    IEEE Workshop on Applications of Computer Vision (WACV), pp. 43-48 (2009)
    : bibtex : pdf : more info
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