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Publications 2019:

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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. Alfaro-Contreras, M.; Calvo-Zaragoza, J.; Iñesta, J.M.
   "Approaching End-to-end Optical Music Recognition for Homophonic Scores"
   Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2019, ISBN: 978-3-030-31321-0, pp. 147--158, Madrid (2019)
   : bibtex : more info
4. Baró, A.; Riba, P.; Calvo-Zaragoza, J.; Fornés, A.
   "From Optical Music Recognition to Handwritten Music Recognition: A baseline"
   Pattern Recognition Letters, vol. 123, pp. 1-8 (2019)
   : bibtex : more info
5. Bustos Moreno, Aurelia
   "Extraction of medical knowledge from clinical reports and chest x-rays using machine learning techniques"
   PhD Thesis. Supervisors: Antonio Pertusa
   University of Alicante (2019)
   : bibtex : more info : URL
6. 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
7. Calvo-Zaragoza, J.; Toselli, A.H.; Vidal, E.
   "Handwritten Music Recognition for Mensural Notation with Convolutional Recurrent Neural Networks"
   Pattern Recognition Letters, vol. 128, pp. 115--121 (2019)
   : bibtex : pdf : DOI
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. Iñesta, J.M.; Rizo, D.; Calvo-Zaragoza, J.
    "Recognition, encoding, and transcription of early mensural handwritten music"
    procedings of the 13th International Workshop on Graphics Recognition (GREC 2019), pp. 13-14, Sydney (Australia) (2019)
    : bibtex
14. Iñesta, J.M.; Rizo, D.; Calvo-Zaragoza, J.
    "MuRET as a software for the transcription of historical archives"
    Proceedings of the 2nd Workshop on Reading Music Systems, WoRMS, pp. 12--15, Delft (The Nederlands) (2019)
    : bibtex : pdf : more info : Workshop site
15. 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
16. Micó, L.; Oncina, J.; Iñesta, J.M.
    "Adaptively learning to recognize symbols in handwritten early music"
    procedings of the ECML/PKDD 12th International Workshop on Machine Learning and Music (MML 2019), Würzburg (Germany) (2019)
    : bibtex : pdf : more info
17. Nuñez-Alcover, Alicia; Ponce de León, P. J.; and Calvo-Zaragoza, J.
    "Glyph and Position Classification of Music Symbols in Early Music Manuscripts"
    Proc. of the 9th Iberian Conference on Pattern Recognition and Image Analysis, LNCS vol. 11867, ISBN: 978-3-030-31331-9, pp. 159-168, Madrid, Spain (2019)
    : bibtex : pdf : more info
18. 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
19. Rico-Juan, J. R. and Valero-Mas, J. J. and Calvo-Zaragoza, J.
    "Extensions to rank-based prototype selection in k-Nearest Neighbour classification"
    Applied Soft Computing (2019)
    : bibtex : more info
20. 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
21. Rios-Vila, A.; Calvo-Zaragoza:J.; Rizo, D.; Iñesta, JM.
    "ReadSco: An Open-Source Web-Based Optical Music Recognition Tool"
    Proc. of the 2nd International Workshop on Reading Music Systems, WoRMS 2019, pp. 27-30, Delft (The Netherlands) (2019)
    : bibtex : pdf : more info
22. Rizo, D.; Marsden, A.
    "An MEI-based standard encoding for hierarchical music analyses"
    International Journal on Digital Libraries, vol. 20, pp. 93--105 (2019)
    : bibtex : more info
23. Rizo. D.
    "DLfM '19: 6th International Conference on Digital Libraries for Musicology"
    Rizo, D. (Eds.) ACM, , ISBN: 978-1-4503-7239-8, The Hague, Netherlands (2019)
    : bibtex : more info
24. Román, M.A.; Pertusa, A.; Calvo-Zaragoza, J.
    "A Holistic Approach to Polyphonic Music Transcription with Neural Networks"
    Proc. of the 20th International Society for Music Information Retrieval Conference, ISMIR, pp. 731--737, Delf, The Netherlands (2019)
    : bibtex : more info : URL