PUBLICATIONS

489 entries « 3 of 10 »

2019

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.

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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.

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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

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

MuRET: a music recognition, encoding, and transcription tool Proceedings Article

In: Proceedings of the 5th International Conference on Digital Libraries for Musicology (DLfM'18), pp. 52–56, ACM, París, France, 2018, ISBN: 978-1-4503-6522-2.

Abstract | BibTeX | Tags: HispaMus

Castellanos, F. J.; Calvo-Zaragoza, J.; Vigliensoni, G.; Fujinaga, I.

Document Analysis of Music Score Images with Selectional Auto-Encoders Proceedings Article

In: Proceedings of the19th International Society for Music Information Retrieval Conference, pp. 256-263, ISMIR 2018 Paris, France, 2018.

BibTeX | Tags: HispaMus

Bustos, A.; Pertusa, A.

Learning Eligibility in Cancer Clinical Trials using Deep Neural Networks Journal Article

In: Applied Sciences, vol. 8, no. 7, 2018, ISSN: 2076-3417.

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Micó, L.; Iñesta, J. M.; Rizo, D.

Incremental Learning for Recognition of Handwritten Mensural Notation Proceedings Article

In: ICML joint workshop on Machine Learning for Music., 2018.

Abstract | Links | BibTeX | Tags: HispaMus

Calvo-Zaragoza, J.; Rizo, D.

End-to-End Neural Optical Music Recognition of Monophonic Scores Journal Article

In: Applied Sciences, vol. 8, no. 4, pp. 606–623, 2018, ISSN: 2076-3417.

BibTeX | Tags: HispaMus

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

Segmentation of Oil Spills on Side-Looking Airborne Radar Imagery with Autoencoders Journal Article

In: Sensors, vol. 18, no. 3, pp. 1424-8220, 2018, ISSN: 1424-8220.

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

Oversampling imbalanced data in the string space Journal Article

In: Pattern Recognition Letters, vol. 103, pp. 32–38, 2018, ISSN: 0167-8655.

Abstract | BibTeX | Tags: GRE16-14

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

MirBot: A collaborative object recognition system for smartphones using convolutional neural networks Journal Article

In: Neurocomputing, vol. 293, pp. 87-99, 2018, ISSN: 0925-2312.

Abstract | BibTeX | Tags: TIMuL

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

Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation Journal Article

In: Pattern Recognition, vol. 74, pp. 531-543, 2018.

BibTeX | Tags: TIMuL

Iñesta, J. M.; Conklin, D.; Ramírez, R.; Fiore, T. M. M.

Machine Learning and Music Generation Book

Routledge, Taylor & Francis, 2018, ISBN: 978-0-8153-7720-7.

BibTeX | Tags: TIMuL

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

Automatic Ship Classification from Optical Aerial Images with Convolutional Neural Networks Journal Article

In: Remote Sensing, vol. 10, no. 4, pp. 20, 2018, ISSN: 2072-4292.

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

Improving Convolutional Neural Networks’ Accuracy in Noisy Environments Using k-Nearest Neighbors Journal Article

In: Applied Sciences, vol. 8, no. 11, 2018, ISSN: 2076-3417.

Abstract | BibTeX | Tags: HispaMus

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

Pen-Based Music Document Transcription with Convolutional Neural Networks Book Chapter

In: Fornés, A.; Lamiroy, B. (Ed.): Graphics Recognition. Current Trends and Evolutions, Chapter 6, pp. 71–80, Springer, 2018, ISBN: 978-3-030-02284-6.

Abstract | BibTeX | Tags: HispaMus

Rizo, D.; Pascual-León, N.; Sapp, C. S.

White Mensural Manual Encoding: from Humdrum to MEI Journal Article

In: Cuadernos de Investigación Musical, no. 6, pp. 373-393, 2018, ISSN: Cuadernos de Investigación Music.

Links | BibTeX | Tags: HispaMus

Valero-Mas, J. J.; Benetos, E.; Iñesta, J. M.

A supervised classification approach for note tracking in polyphonic piano transcription Journal Article

In: Journal of New Music Research, vol. 47, no. 3, pp. 249–263, 2018, ISSN: 0929-8215.

Abstract | BibTeX | Tags: HispaMus

Calvo-Zaragoza, J.; Castellanos, F. J.; Vigliensoni, G.; Fujinaga, I.

Deep Neural Networks for Document Processing of Music Score Images Journal Article

In: Applied Sciences, vol. 8, no. 5, pp. 654, 2018.

BibTeX | Tags: HispaMus

Gallego, A. J.; López, D.; Calera-Rubio, J.

Grammatical inference of directed acyclic graph languages with polynomial time complexity Journal Article

In: Journal of Computer and System Sciences, vol. 95, pp. 19-34, 2018, ISSN: 0022-0000.

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2017

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

Recognition of Handwritten Music Symbols with Convolutional Neural Codes Proceedings Article

In: 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), pp. 691–696, Kyoto, Japan, 2017.

BibTeX | Tags: GRE16-14, TIMuL

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

Pen-based music document transcription Proceedings Article

In: Proceedings of GREC 2017, pp. 21–22, IEEE computer society, Kyoto (Japan), 2017, ISBN: 978-1-5386-3586-5.

Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Valero-Mas, J. J.; Pertusa, A

End-To-End Optical Music Recognition using Neural Networks Proceedings Article

In: Proc. of International Society for Music Information Retrieval Conference (ISMIR), Suzhou, China, 2017.

Abstract | BibTeX | Tags: GRE16-14, TIMuL

Hontanilla, M.; Pérez-Sancho, C.; Iñesta, J. M.

Music style recognition with language models -- beyond statistical results Proceedings Article

In: Proceedings of MML 2017, pp. 31–36, Barcelona, 2017.

Links | BibTeX | Tags: TIMuL

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

Multimodal Recognition for Music Document Transcription Proceedings Article

In: Proceedings of MML 2017, pp. 67–72, Barcelona, 2017.

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Alacid, B.; Gallego, A. J.; Gil, P.; Pertusa, A.

Oil Slicks Detection in SLAR Images with Autoencoders Proceedings Article

In: 5th International Symposium on Sensor Science, Barcelona, Spain, 2017.

BibTeX | Tags: ENJAMBRE

Valero-Mas, J. J.; Iñesta, J. M.

Experimental assessment of descriptive statistics and adaptive methodologies for threshold establishment in onset selection functions Proceedings Article

In: Proceedings of the 14th Sound and Music Computing Conference (SMC), pp. 117–124, Espoo (Finland), 2017.

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Valero-Mas, J. J.

Towards Interactive Multimodal Music Transcription PhD Thesis

2017.

Links | BibTeX | Tags: TIMuL

Bernabeu, J. F.

Similarity Learning and Stochastic Language Models for Tree-Represented Music PhD Thesis

2017.

Links | BibTeX | Tags: TIMuL

Valero-Mas, J. J.; Benetos, E.; Iñesta, J. M.

Assessing the Relevance of Onset Information for Note Tracking in Piano Music Transcription Proceedings Article

In: Proceedings of the AES International Conference on Semantic Audio, Eerlangen, 2017.

Links | BibTeX | Tags: TIMuL

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

A study of Prototype Selection algorithms for Nearest Neighbour in class-imbalanced problems Proceedings Article

In: Alexandre, J. S. Sánchez L. A.; Rodrigues, J. M. F. (Ed.): Proceedings of the 8th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), pp. 335–343, Springer, Faro, Portugal, 2017, ISBN: 978-3-319-58837-7.

Links | BibTeX | Tags: TIMuL

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

About agnostic representation of musical documents for Optical Music Recognition Proceedings Article

In: Music Encoding Conference, Tours, 2017, 2017.

BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Oncina, J.

Recognition of Pen-based Music Notation with Finite-State Machines Journal Article

In: Expert Systems With Applications, vol. 72, pp. 395-406, 2017.

Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Oncina, J.

An efficient approach for Interactive Sequential Pattern Recognition Journal Article

In: Pattern Recognition, vol. 64, pp. 295-304, 2017.

Links | BibTeX | Tags: TIMuL

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

An Experimental Study on Rank Methods for Prototype Selection Journal Article

In: Soft Computing, vol. 21, no. 19, pp. 5703-–5715, 2017, ISSN: 1432-7643.

Abstract | Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Vigliensoni, G.; Fujinaga, I.

A machine learning framework for the categorization of elements in images of musical documents Proceedings Article

In: Proceedings of the Third International Conference on Technologies for Music Notation and Representation, 2017.

Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Vigliensoni, G.; Fujinaga, I.

Pixel-wise Binarization of Musical Documents with Convolutional Neural Networks Proceedings Article

In: Proceedings of the 15th IAPR International Conference on Machine Vision Applications, 2017.

Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Pertusa, A.; Oncina, J.

Staff-line detection and removal using a convolutional neural network Journal Article

In: Machine Vision and Applications, pp. 1-10, 2017, ISSN: 1432-1769.

Abstract | BibTeX | Tags: TIMuL

Valero-Mas, J. J.; Iñesta, J. M.

Interactive User Correction of Automatically Detected Onsets: Approach and Evaluation Journal Article

In: EURASIP Journal on Audio, Speech, and Music Processing, no. 15, 2017, ISSN: 1687-4722.

Links | BibTeX | Tags: TIMuL

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

Staff-line removal with Selectional Auto-Encoders Journal Article

In: Expert Systems With Applications, vol. 89, pp. 138 - 148, 2017, ISSN: 0957-4174.

Abstract | Links | BibTeX | Tags: TIMuL

Rizo, D.; Pascual, B.; Iñesta, J. M.; González, L. A.; Ezquerro, A.

Towards the Digital Encoding of Hispanic White Mensural Notation Journal Article

In: Anuario Musical, no. 72, pp. 293–304, 2017, ISSN: 0211-3538.

Abstract | BibTeX | Tags: TIMuL

2016

Bellet, A.; Bernabeu, J. F.; Habrard, A.; Sebban, M.

Learning discriminative tree edit similarities for linear classification - Application to melody recognition Journal Article

In: Neurocomputing, vol. 214, pp. 155-161, 2016.

Abstract | Links | BibTeX | Tags: TIMuL

489 entries « 3 of 10 »