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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

Publications 2022:

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  1. Alashhab, S.; Gallego, A.J.; Lozano, M.Á.
    "Efficient gesture recognition for the assistance of visually impaired people using multi-head neural networks"
    Engineering Applications of Artificial Intelligence, vol. 114, pp. 105188 (2022)
    : bibtex : more info : URL
  2. Alashhab, Samer
    "Aplicaciones de visión artificial para ayuda a personas con dificultades visuales"
    PhD Thesis. Supervisors: Antonio Javier Gallego, Miguel Angel Lozano
    Universidad de Alicante (2022)
    : bibtex : more info : URL
  3. Alfaro-Contreras, M.; Ríos-Vila, A.; Valero-Mas, J.J.; Calvo-Zaragoza, J.
    "Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor"
    Pattern Recognition. ICPR International Workshops and Challenges (2022)
    : bibtex : more info
  4. Alfaro-Contreras, M.; Ríos-Vila, A.; Valero-Mas, J.J.; Iñesta, J.M.; Calvo-Zaragoza, J.
    "Decoupling music notation to improve end-to-end Optical Music Recognition"
    Pattern Recognition Letters, vol. 158 , pp. 157--163 (2022)
    : bibtex : more info : DOI
  5. Alfaro-Contreras, M.; Valero-Mas, J.J.; Iñesta, J.M.; Calvo-Zaragoza, J
    "Insights into transfer learning between image and audio music transcription"
    Sound and Music Computing Conference, pp. 292-298, Saint-Étienne (2022)
    : bibtex : more info
  6. Alfaro-Contreras, M.; Valero-Mas, J.J.; Iñesta, J.M.; Calvo-Zaragoza, J.
    "Multimodal strategies for image and audio music transcription: A comparative study"
    Pattern Recognition. ICPR International Workshops and Challenges (2022)
    : bibtex : more info
  7. Arroyo, V.; Valero-Mas, J. J.; Calvo-Zaragoza, J.; Pertusa, A.
    "Neural audio-to-score music transcription for unconstrained polyphony using compact output representations"
    Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapur, Singapur (2022)
    : bibtex : more info
  8. Bernabeu, Marisa
    "Búsqueda de imágenes similares usando técnicas de aprendizaje automático"
    PhD Thesis. Supervisors: Antonio Javier Gallego, Antonio Pertusa
    Universidad de Alicante (2022)
    : bibtex : more info : URL
  9. Castellanos, F. J.; Gallego, A. J.; Calvo-Zaragoza, J.; Fujinaga, I.
    "Domain Adaptation for Staff-Region Retrieval of Music Score Images"
    International Journal on Document Analysis and Recognition (2022)
    : bibtex : more info
  10. Castellanos, F. J.; Garrido-Munoz, C.; Ríos-Vila, A.; Calvo-Zaragoza, J.;
    "Region-based Layout Analysis of Music Score Images"
    Expert Systems with Applications, pp. 118211 (2022)
    : bibtex : more info
  11. de la Fuente, C.; Castellanos, F. J.; Valero-Mas, J.J.; Calvo-Zaragoza, J.;
    "Multimodal Recognition of Frustration during Game-Play with Deep Neural Networks"
    Multimedia Tools and Applications (2022)
    : bibtex : more info
  12. de la Fuente, C.; Valero-Mas, J.J.; Castellanos, F.J.; Calvo-Zaragoza, J.
    "Multimodal Image and Audio Music Transcription"
    International Journal of Multimedia Information Retrieval, vol. 11, pp. 77-84 (2022)
    : bibtex : more info
  13. Desmond, K.; Pugin, L.; Regimbal, J.; Rizo, D.; Sapp, C.; Thomae, M. E.
    "Encoding Polyphony from Medieval Manuscripts Notated in Mensural Notation"
    Music Encoding Conference Proceedings 2021, ISBN: 978-84-1302-173-7, pp. 197–219 (2022)
    : bibtex : more info
  14. Gallego, A.J.; Rico-Juan, J.R.; Valero-Mas, J.J.
    "Efficient k-nearest neighbor search based on clustering and adaptive k values"
    Pattern Recognition, vol. 122, pp. 108356 (2022)
    : bibtex : more info : URL
  15. Garrido-Munoz, C.; Ríos-Vila, A.; Calvo-Zaragoza, J.
    "Retrieval of Music-Notation Primitives via Image-to-Sequence Approaches"
    Iberian Pattern Recognition and Image Analysis, IbPRIA 2022., ISBN: 978-3-031-04880-7, pp. 482-492, Aveiro, Portugal (2022)
    : bibtex : more info
  16. Garrido-Munoz, C.; Rios-Vila, A.; Calvo-Zaragoza, J.
    "A holistic approach for image-to-graph: application to optical music recognition"
    International Journal on Document Analysis and Recognition (2022)
    : bibtex : more info
  17. Iñesta, J.M.; Thomae, M.
    "An On-line Tool for Transcription of Music Scores: MuRET"
    1st Int. Conf. The Sound of Future/The Future of Sound, Montreal (Canada) (2022)
    : bibtex
  18. Mas-Candela, E.; Ríos-Vila, A.; Calvo-Zaragoza, J.
    "A First Approach to Image Transformation Sequence Retrieval"
    Iberian Pattern Recognition and Image Analysis, IbPRIA 2022., pp. 321-332, Aveiro, Portugal (2022)
    : bibtex : more info
  19. Münnich, S.; Rizo, D.
    "Music Encoding Conference Proceedings 2022."
    Münnich, S.; and Rizo, D. (Eds.) Humanities Commons, , ISBN: 978-84-1302-173-7 (2022)
    : bibtex : more info :
  20. Münnich, S.; Rizo, D.
    "Foreword"
    Music Encoding Conference Proceedings 2021, ISBN: 978-84-1302-173-7, pp. vii–viii (2022)
    :     bibtex : more info
  21. Ríos-Vila, A; Iñesta, J.M; Calvo-Zaragoza, J
    "On the Use of Transformers for End-to-End Optical Music Recognition"
    Iberian Pattern Recognition and Image Analysis, IbPRIA 2022., ISBN: 978-3-031-04880-7, pp. 470-481, Aveiro, Portugal (2022)
    : bibtex : more info
  22. Ríos-Vila, A; Iñesta, J.M; Calvo-Zaragoza, J
    "End-to-End Full-Page Optical Music Recognition for Mensural Notation"
    Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR, Bangalore, India (2022)
    : bibtex : more info
  23. Rizo, D.; Delgado, T.; Calvo-Zaragoza, J.; Madueño, A.; García-Iasci, P.
    "Speeding-up the encoding of mensural collections from Spanish libraries"
    IAML 2022 Prague (2022)
    : bibtex : more info
  24. Rosello, A.; Ayllon, E.; Valero-Mas, J.J.; Calvo-Zaragoza, J.
    "Test Sample Selection for Handwriting Recognition Through Language Modeling"
    Pattern Recognition and Image Analysis - 10th Iberian Conference, IbPRIA 2022, Aveiro, Portugal, May 4-6, 2022, Proceedings (2022)
    : bibtex : more info
  25. Sáez-Pérez, J.; Gallego, A.J.; Valero-Mas, J.J.; Calvo-Zaragoza, J.
    "Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition"
    10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA) (2022)
    : bibtex : more info
  26. Sánchez-Ferrer, A.; Gallego, A.J.; Valero-Mas, J.J.; Calvo-Zaragoza, J.
    "The CleanSea Set: A Benchmark Corpus for Underwater Debris Detection and Recognition"
    10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), ISBN: 978-3-031-04881-4, pp. 616--628, Aveiro, Portugal (2022)
    : bibtex : more info : URL
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