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2021

15th workshop gRFIA

9th Music Encoding Conference (MEI 2021)

Alicante, July 19-23

13th international workshop on Machine Learning and Music

(online) September 18, 2020

Publications 2020:

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Bustos, A.; Pertusa, A.; Salinas, J.M.; de la Iglesia-Vayá, M.
"PadChest: A large chest x-ray image dataset with multi-label annotated reports"
Medical Image Analysis, vol. 66, pp. 101797 (2020)
: bibtex : more info : Paper : Preprint
Calvo-Zaragoza, J.; Hajic Jr., J.; Pacha, A.
"Understanding Optical Music Recognition"
ACM Computing Surveys, vol. 53, pp. 77 (2020)
: bibtex : more info : Open Access
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
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
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
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
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
de la Iglesia Vayá, M., Saborit, J.M.; Montell, J.A.; Pertusa, A.; Bustos, A.; Cazorla, M.; Galant, J.; Barber, X.; Orozco-Beltrán, D.; García-García, F.; Caparrós, M.; González, G.; Salinas, J.M.
"BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients"
ArXiv:2006.01174 (2020)
: bibtex : more info : Preprint
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
González, G.; Bustos, A.; Salinas, J.M.; de la Iglesia-Vaya, M.; Galant, J.; Cano-Espinosa, C.; Barber, X.; Orozco-Beltrán, D.; Cazorla, M.; Pertusa, A.
"UMLS-ChestNet: A deep convolutional neural network for radiological findings, differential diagnoses and localizations of COVID-19 in chest x-rays"
arxiv:2006.05274 (2020)
: bibtex : more info : Preprint
L. Micó, J. Oncina & J.M. Iñesta
"Adaptively Learning to Recognize Symbols in Handwritten Early Music"
Machine Learning and Knowledge Discovery in Databases, ISBN: 978-3-030-43887-6, pp. 470--477 (2020)
: bibtex : more info
Martinez-Martin, E.; Pertusa, A.; Costa, A.; Gomez-Donoso, F.; Escalona, F.; Viejo, D.; Cazorla, M.
"The competition as assessment tool in robotics engineering"
INTED2020 Proceedings, ISBN: 978-84-09-17939-8, pp. 1082-1085, Valencia, Spain (2020)
: bibtex : more info
Ortega-Bastida, J.; Gallego, A.-J.; Rico-Juan, J. R.; Albarrán, P.
"Regional gross domestic product prediction using Twitter deep learning representations"
17th IADIS International Conference on Applied Computing (IADIS AC), ISBN: 978-989-8704-24-5 , pp. 89--96, Lisboa, Portugal (2020)
: bibtex : more info
Rico-Juan, J.R.; Valero-Mas, J.J.; Iñesta, J.M.
"Bounding Edit Distance for similarity-based sequence classification on Structural Pattern Recognition"
Applied Soft Computing, vol. 97 (Part A) (2020)
: bibtex : more info : URL
Ríos-Vila, A.; Calvo-Zaragoza, J.; Rizo, D.
"Evaluating Simultaneous Recognition and Encoding for Optical Music Recognition"
DLfM 2020: 7th International Conference on Digital Libraries for Musicology, ISBN: 978-1-4503-8760-6, pp. 10-17 (2020)
: bibtex : more info
Ríos-Vila,A.; Calvo-Zaragoza, J.; Iñesta, J.M.
"Exploring the two-dimensional nature of music notation for score recognition with end-to-end approaches"
Proc. of 17th International Conference on Frontiers in Handwriting Recognition (ICFHR), ISBN: 978-1-7281-9966-5, pp. 193--198, Dormund (Germany) (2020)
: bibtex : more info : proceedings
Rizo, D; Calvo-Zaragoza, J.; Iñesta, J.M.
"Preservación del patrimonio musical mediante transcripción asistida por ordenador"
La música de la Corona d’Aragó: investigació, transferència i educació, ISBN: 978-84-09-19985-3, pp. 275--298 (2020)
: bibtex : more info
Román, M.A., Pertusa, A., Calvo-Zaragoza, J.
"Data representations for audio-to-score monophonic music transcription"
Expert Systems with Applications, vol. 162, pp. 113769 (2020)
: bibtex : URL
Saborit-Torres, J. M.; Saenz-Gamboa, J.J.; Montell, J.À.; Salinas, J.M.; Gómez, J.A.; Stefan, I.; Caparrós, M.; García-García, F.; Domenech, J.; Manjón, J. V.; Rojas, G.; Pertusa, A.;Bustos, A.; González, G.; Galant, J.; de la Iglesia-Vayá, M.
"Medical imaging data structure extended to multiple modalities and anatomical regions"
ArXiv:2010.00434 (2020)
: bibtex : more info : Preprint
Thomae, M.E.; Ríos-Vila, A.; Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
"Retrieving Music Semantics from Optical Music Recognition by Machine Translation"
Music Encoding Conference Proceedings 26-29 May, 2020 Tufts University, Boston (USA), pp. 19-24 (2020)
: bibtex : pdf : more info : Proceedings PDF
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