PUBLICATIONS

529 entries « 3 of 11 »

2020

Bustos, A.; Pertusa, A.; Salinas, J. M.; Iglesia-Vayá, M.

PadChest: A large chest x-ray image dataset with multi-label annotated reports Journal Article

In: Medical Image Analysis, vol. 66, pp. 101797, 2020, ISSN: 1361-8415.

Abstract | BibTeX | Tags:

Rico-Juan, J. R.; Valero-Mas, J. J.; Iñesta, J. M.

Bounding Edit Distance for similarity-based sequence classification on Structural Pattern Recognition Journal Article

In: Applied Soft Computing, vol. 97 (Part A), 2020.

Abstract | BibTeX | Tags: HispaMus

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.; Iglesia-Vayá, M.

Medical imaging data structure extended to multiple modalities and anatomical regions Journal Article

In: ArXiv:2010.00434, 2020.

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Ríos-Vila, A.; Calvo-Zaragoza, J.; Rizo, D.

Evaluating Simultaneous Recognition and Encoding for Optical Music Recognition Proceedings Article

In: DLfM 2020: 7th International Conference on Digital Libraries for Musicology, pp. 10-17, Association for Computing Machinery, 2020, ISBN: 978-1-4503-8760-6.

BibTeX | Tags: HispaMus

Castellanos, F. J.; Calvo-Zaragoza, J.; Iñesta, J. M.

A neural approach for full-page Optical Music Recognition of mensural documents Proceedings Article

In: Proceedings of the 21st International Society for Music Information Retrieval Conference, pp. 558-565, Montréal, Canada, 2020, ISBN: 978-0-9813537-0-8.

BibTeX | Tags: HispaMus

Castellanos, F. J.; Calvo-Zaragoza, J.; Iñesta, J. M.

Two-step neural cross-domain experiments for full-page recognition of Mensural documents Proceedings Article

In: Proc. of the 13th International Workshop on Machine Learning and Music, pp. 56–60, MML 2020 13th International Workshop on Machine Learning and Music, 2020.

BibTeX | Tags: GRE19-04, HispaMus

Castellanos, F. J.; Gallego, A. J.; Calvo-Zaragoza, J.

Automatic scale estimation for music score images Journal Article

In: Expert Systems with Applications, vol. 158, no. 113590, 2020, ISSN: 0957-4174.

BibTeX | Tags: ACIF/2019/042, HispaMus

Vayá, Saborit M. Iglesia; 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 Journal Article

In: ArXiv:2006.01174, 2020.

Abstract | BibTeX | Tags:

González, G.; Bustos, A.; Salinas, J. M.; 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 Journal Article

In: arxiv:2006.05274, 2020.

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Thomae, M. E.; Ríos-Vila, A.; Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J. M.

Retrieving Music Semantics from Optical Music Recognition by Machine Translation Proceedings Article

In: Luca, Elsa De; Flanders, Julia (Ed.): Music Encoding Conference Proceedings 26-29 May, 2020 Tufts University, Boston (USA), pp. 19-24, Music Encoding Initiative 2020.

Links | BibTeX | Tags: HispaMus

Martinez-Martin, E.; Pertusa, A.; Costa, A.; Gomez-Donoso, F.; Escalona, F.; Viejo, D.; Cazorla, M.

The competition as assessment tool in robotics engineering Proceedings Article

In: INTED2020 Proceedings, pp. 1082-1085, Valencia, Spain, 2020, ISBN: 978-84-09-17939-8.

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Calvo-Zaragoza, J.; Jr., J. Hajic; Pacha, A.

Understanding Optical Music Recognition Journal Article

In: ACM Computing Surveys, vol. 53, no. 4, pp. 77, 2020.

BibTeX | Tags: HispaMus

Cuevas-Velasquez, H.; Gallego, A. J.; Fisher, R. B.

Segmentation and 3D reconstruction of rose plants from stereoscopic images Journal Article

In: Computers and Electronics in Agriculture, vol. 171, pp. 105296, 2020, ISSN: 0168-1699.

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Cuevas-Velasquez, H.; Gallego, A. J.; Tylecek, R.; Hemming, J.; Tuijl, B.; Mencarelli, A.; Fisher, R. B.

Real-time Stereo Visual Servoing for Rose Pruning with Robotic Arm Proceedings Article

In: International Conference on Robotics and Automation (ICRA), IEEE, Paris, France, 2020.

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Oncina, J.; Iñesta, J. M.; Micó, L.

Adaptively Learning to Recognize Symbols in Handwritten Early Music Book Chapter

In: Cellier, Driessens Peggy (Ed.): Machine Learning and Knowledge Discovery in Databases, Chapter 40, pp. 470–477, Springer, 2020, ISBN: 978-3-030-43887-6.

Abstract | BibTeX | Tags: HispaMus

Gallego, A. J.; Calvo-Zaragoza, J.; Rico-Juan, J. R.

Insights Into Efficient k-Nearest Neighbor Classification With Convolutional Neural Codes Journal Article

In: IEEE Access, vol. 8, pp. 99312-99326, 2020, ISSN: 2169-3536.

Abstract | BibTeX | Tags: HispaMus

Valero-Mas, J. J.; Castellanos, F. J.

Data Reduction in the String Space for Efficient kNN Classification through Space Partitioning Journal Article

In: Applied Sciences, vol. 10, no. 10, pp. 3356, 2020.

BibTeX | Tags: HispaMus

Pertusa, A.; Román, M. A.

Data representations for audio-to-score monophonic music transcription Journal Article

In: Expert Systems with Applications, vol. 162, pp. 113769, 2020, ISSN: 0957-4174.

BibTeX | Tags: HispaMus

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 Proceedings Article

In: Proc. of 17th International Conference on Frontiers in Handwriting Recognition (ICFHR), pp. 193–198, IEEE Computer Society IEEE, Dormund (Germany), 2020, ISBN: 978-1-7281-9966-5.

Abstract | BibTeX | Tags: HispaMus

Rizo, D.; Calvo-Zaragoza, J.; Iñesta, J. M.

Preservación del patrimonio musical mediante transcripción asistida por ordenador Book Chapter

In: Isusi-Fagoaga, R.; Serrano, F. Villanueva (Ed.): La música de la Corona d’Aragó: investigació, transferència i educació, Chapter 15, pp. 275–298, Universitat de València, 2020, ISBN: 978-84-09-19985-3.

BibTeX | Tags: HispaMus

Ortega-Bastida, J.; Gallego, A. J.; Rico-Juan, J. R.; Albarrán, P.

Regional gross domestic product prediction using Twitter deep learning representations Proceedings Article

In: 17th IADIS International Conference on Applied Computing (IADIS AC), pp. 89–96, Lisboa, Portugal, 2020, ISBN: 978-989-8704-24-5.

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2019

Calvo-Zaragoza, J.; Toselli, A. H.; Vidal, E.

Handwritten Music Recognition for Mensural Notation with Convolutional Recurrent Neural Networks Journal Article

In: Pattern Recognition Letters, vol. 128, pp. 115–121, 2019.

Links | BibTeX | Tags: HispaMus

Iñesta, J. M.; Rizo, D.; Calvo-Zaragoza, J.

MuRET as a software for the transcription of historical archives Proceedings Article

In: Proceedings of the 2nd Workshop on Reading Music Systems, WoRMS, pp. 12–15, Delft (The Nederlands), 2019.

Abstract | Links | BibTeX | Tags: HispaMus

Rizo, D.

DLfM '19: 6th International Conference on Digital Libraries for Musicology Book

ACM, The Hague, Netherlands, 2019, ISBN: 978-1-4503-7239-8.

BibTeX | Tags: HispaMus

Ríos-Vila, A.; Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J. M.

ReadSco: An Open-Source Web-Based Optical Music Recognition Tool Proceedings Article

In: Calvo-Zaragoza, J.; Pacha, A. (Ed.): Proc. of the 2nd International Workshop on Reading Music Systems, WoRMS 2019, pp. 27-30, Delft (The Netherlands), 2019.

Abstract | Links | BibTeX | Tags: HispaMus

Iñesta, J. M.; Rizo, D.; Calvo-Zaragoza, J.

Recognition, encoding, and transcription of early mensural handwritten music Proceedings Article

In: procedings of the 13th International Workshop on Graphics Recognition (GREC 2019), pp. 13-14, Sydney (Australia), 2019.

BibTeX | Tags: HispaMus

Micó, L.; Oncina, J.; Iñesta, J. M.

Adaptively learning to recognize symbols in handwritten early music Book Chapter

In: Conklin, D. (Ed.): procedings of the ECML/PKDD 12th International Workshop on Machine Learning and Music (MML 2019), Chapter (to appear), Springer, Würzburg (Germany), 2019.

Abstract | Links | BibTeX | Tags: HispaMus

Alfaro-Contreras, M.; Calvo-Zaragoza, J.; Iñesta, J. M.

Approaching End-to-end Optical Music Recognition for Homophonic Scores Proceedings Article

In: Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2019, pp. 147–158, Springer, Madrid, 2019, ISBN: 978-3-030-31321-0.

Links | BibTeX | Tags: HispaMus

Mateiu, T. N.; Gallego, A. J.; Calvo-Zaragoza, J.

Domain Adaptation for Handwritten Symbol Recognition: A Case of Study in Old Music Manuscripts Proceedings Article

In: Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA, pp. 135–146, Springer International Publishing, Madrid, Spain, 2019, ISBN: 978-3-030-31321-0.

Abstract | BibTeX | Tags: HispaMus

Gallego, A. J.; Pertusa, A.; Bernabeu, M.

Multi-Label Logo Classification using Convolutional Neural Networks Proceedings Article

In: Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA, pp. 485–497, Springer International Publishing, Madrid, Spain, 2019, ISBN: 978-3-030-31332-6.

Abstract | BibTeX | Tags: HispaMus

Nuñez-Alcover, Alicia; León, P. J. Ponce; Calvo-Zaragoza, J.

Glyph and Position Classification of Music Symbols in Early Music Manuscripts Proceedings Article

In: Morales, A.; Fierrez, J.; Sánchez, J. Salvador; Ribeiro, B. (Ed.): Proc. of the 9th Iberian Conference on Pattern Recognition and Image Analysis, LNCS vol. 11867, pp. 159-168, AERFAI, APRP Springer, Madrid, Spain, 2019, ISBN: 978-3-030-31331-9.

Abstract | Links | BibTeX | Tags: HispaMus

Bustos, A.

Extraction of medical knowledge from clinical reports and chest x-rays using machine learning techniques PhD Thesis

2019.

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Gallego, A. J.; Gil, P.; Pertusa, A.; Fisher, R. B.

Semantic Segmentation of SLAR Imagery with Convolutional LSTM Selectional AutoEncoders Journal Article

In: Remote Sensing, vol. 11, no. 12, pp. 1-22, 2019.

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Calvo-Zaragoza, J.; Rico-Juan, J. R.; Gallego, A. J.

Ensemble classification from deep predictions with test data augmentation Journal Article

In: Soft Computing, 2019, ISSN: 1433-7479.

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Rizo, D.; Marsden, A.

An MEI-based standard encoding for hierarchical music analyses Journal Article

In: International Journal on Digital Libraries, vol. 20, no. 1, pp. 93–105, 2019, ISSN: 1432-5012.

BibTeX | Tags: HispaMus

Calvo-Zaragoza, J.; Gallego, A. J.

A selectional auto-encoder approach for document image binarization Journal Article

In: Pattern Recognition, vol. 86, pp. 37-47, 2019, ISSN: 0031-3203.

Abstract | Links | BibTeX | Tags: GRE16-14

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 Article

In: Journal of Field Robotics, vol. 36, no. 4, pp. 782-796, 2019.

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Alashhab, S.; Gallego, A. J.; Lozano, M. Á.

Hand Gesture Detection with Convolutional Neural Networks Proceedings Article

In: Distributed Computing and Artificial Intelligence, 15th International Conference, pp. 45–52, Springer International Publishing, 2019, ISBN: 978-3-319-94649-8.

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Garay-Maestre, U.; Gallego, A. J.; Calvo-Zaragoza, J.

Data Augmentation via Variational Auto-Encoders Proceedings Article

In: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, pp. 29–37, 2019, ISBN: 978-3-030-13469-3.

Abstract | BibTeX | Tags: HispaMus

Ortega-Bastida, J.; Gallego, A. J.; Pertusa, A.

Multimodal Object Recognition Using Deep Learning Representations Extracted from Images and Smartphone Sensors Proceedings Article

In: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, pp. 521–529, 2019, ISBN: 978-3-030-13469-3.

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Alashhab, S.; Gallego, A. J.; Pertusa, A.; Gil, P.

Precise Ship Location With CNN Filter Selection From Optical Aerial Images Journal Article

In: IEEE Access, vol. 7, pp. 96567-96582, 2019, ISSN: 2169-3536.

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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 Journal Article

In: Computers and Education, vol. 140, pp. 103609, 2019.

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Rico-Juan, J. R.; Valero-Mas, J. J.; Calvo-Zaragoza, J.

Extensions to rank-based prototype selection in k-Nearest Neighbour classification Journal Article

In: Applied Soft Computing, no. 105803, 2019, ISSN: 1568-4946.

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Baró, A.; Riba, P.; Calvo-Zaragoza, J.; Fornés, A.

From Optical Music Recognition to Handwritten Music Recognition: A baseline Journal Article

In: Pattern Recognition Letters, vol. 123, pp. 1-8, 2019.

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Román, M. A.; Pertusa, A.; Calvo-Zaragoza, J.

A Holistic Approach to Polyphonic Music Transcription with Neural Networks Proceedings Article

In: Flexer, Julián Urbano Geoffroy Peeters Arthur (Ed.): Proc. of the 20th International Society for Music Information Retrieval Conference, ISMIR, pp. 731–737, Delf, The Netherlands, 2019.

BibTeX | Tags: HispaMus

2018

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 Journal Article

In: Computers & Education, vol. 126, no. 1, pp. 264-282, 2018.

Abstract | Links | BibTeX | Tags:

Román, M. A.; Pertusa, A.; Calvo-Zaragoza, J.

An End-to-End Framework for Audio-to-Score Music Transcription on Monophonic Excerpts Proceedings Article

In: Proc. of the 19th International Society for Music Information Retrieval Conference (ISMIR), Paris, France, 2018.

BibTeX | Tags: GRE16-14, HispaMus

Calvo-Zaragoza, J.; Rizo, D.

Camera-PrIMuS: Neural End-to-End Optical Music Recognition on Realistic Monophonic Scores Proceedings Article

In: Proceedings of the 19th International Society of Music Information Retrieval (ISMIR), International Society of Music Information Retrieval 2018.

Links | BibTeX | Tags: HispaMus

Nieto-Hidalgo, M.; Gallego, A. J.; Gil, P.; Pertusa, A.

Two-Stage Convolutional Neural Network for Ship and Spill Detection Using SLAR Images Journal Article

In: IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 9, pp. 5217-5230, 2018, ISSN: 0196-2892.

Abstract | BibTeX | Tags:

Iñesta, J. M.; León, P. J. Ponce; Rizo, D.; Oncina, J.; Micó, L.; Rico-Juan, J. R.; Pérez-Sancho, C.; Pertusa, A.

HISPAMUS: Handwritten Spanish Music Heritage Preservation by Automatic Transcription Proceedings Article

In: Calvo-Zaragoza, J.; Jr., J. Hajic; Pacha, A. (Ed.): Proceedings of the 1st Workshop on Reading Music Systems, WoRMS, pp. 17–18, Paris, 2018.

Abstract | Links | BibTeX | Tags: HispaMus

529 entries « 3 of 11 »