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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

Castellanos Regalado, Francisco José

Research Assistant Professor

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In this page: contact : research : publications : links

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

  E-mail:    fcastellanos 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 : 2022 : 2021 : 2020 : 2018

  1. Castellanos, F. J.; Garrido-Munoz, C.; Ríos-Vila, A.; Calvo-Zaragoza, J.;
    "Region-based Layout Analysis of Music Score Images"
    arXiv (2022)
    : bibtex : more info
  2. Castellanos, F. J.; Gallego, A. J.
    "Unsupervised Neural Document Analysis for Music Score Images"
    Proc. of the 3rd International Workshop on Reading Music Systems, pp. 50-54 (2021)
    : bibtex : more info
  3. Castellanos, F. J.; Gallego, A. J.; Calvo-Zaragoza, J.;
    "Unsupervised Neural Domain Adaptation for Document Image Binarization"
    Pattern Recognition, vol. 119, pp. 108099 (2021)
    : bibtex : more info
  4. Castellanos, F. J.; Gallego, A. J.; Calvo-Zaragoza, J.;
    "Unsupervised Domain Adaptation for Document Analysis of Music Score Images"
    Proc. of the 22nd International Society for Music Information Retrieval Conference (2021)
    : bibtex : more info
  5. Castellanos, F. J.; Valero-Mas, J.J.; Calvo-Zaragoza, J.;
    "Prototype Generation in the String Space via Approximate Median for Data Reduction in Nearest Neighbor classification"
    Soft Computing, vol. 25 (2021)
    : bibtex : more info
  6. de la Fuente, C; Valero-Mas, J.J.; Castellanos, F. J.; Calvo-Zaragoza, J.
    "Multimodal Audio and Image Music Transcription"
    Proc. of the 3rd International Workshop on Reading Music Systems, pp. 18-22 (2021)
    : bibtex : more info
  7. Garrido-Munoz, C.; Sánchez-Hernández, A.; Castellanos, F. J.; Calvo-Zaragoza, J.
    "Domain Adaptation for Document Image Binarization via Domain Classification"
    Frontiers in Artificial Intelligence and Applications, ISBN: 978-1-64368-224-2, pp. 569-582 (2021)
    : bibtex : more info
  8. Castellanos, F. J.; Calvo-Zaragoza, J.; Iñesta, J.M.
    "Two-step neural cross-domain experiments forfull-page recognition of Mensural documents"
    Proc. of the 13th International Workshop on Machine Learning and Music, pp. 56--60 (2020)
    : bibtex : more info
  9. Castellanos, F. J.; Calvo-Zaragoza, J.; Iñesta, J.M.
    "A neural approach for full-page Optical Music Recognition of mensural documents"
    Proceedings of the 21st International Society for Music Information Retrieval Conference, ISBN: 978-0-9813537-0-8, pp. 558-565, Montréal, Canada (2020)
    : bibtex : more info
  10. 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
  11. Valero-Mas, J. J.; Castellanos, F. J.
    "Data Reduction in the String Space for Efficient kNN Classification through Space Partitioning"
    Applied Sciences, vol. 10, pp. 3356 (2020)
    : bibtex
  12. Calvo-Zaragoza, J.; Castellanos, F. J.; Vigliensoni, G.; Fujinaga, I
    "Deep Neural Networks for Document Processing of Music Score Images"
    Applied Sciences, vol. 8, pp. 654 (2018)
    : bibtex : more info : Open Access
  13. Castellanos, F. J.; Calvo-Zaragoza, J.; Vigliensoni, G.; Fujinaga, I.
    "Document Analysis of Music Score Images with Selectional Auto-Encoders"
    Proceedings of the19th International Society for Music Information Retrieval Conference, pp. 256-263, Paris, France (2018)
    : bibtex : more info
  14. Castellanos, F. J.; Valero-Mas, J. J.; Calvo-Zaragoza, J.; Rico-Juan, J. R.
    "Oversampling imbalanced data in the string space"
    Pattern Recognition Letters, vol. 103, pp. 32--38 (2018)
    : bibtex : more info : DOI
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