[grfia]
+ General Information
+ Members
+ Research
+ Intranet

PRAIg '17 / +pics

[]



AERFAI Summer School on Deep Learning

[]

Alicante July 5-6, 2017

10th international workshop on Machine Learning and Music

[]

Barcelona: 6th October 2017

Pertusa Ibáñez, Antonio Jorge

Contratado Doctor

Go to the Staff page

In this page: contact : research : publications : links

No foto available
Contact:
  Department of Software and Computing Systems.
  University of Alicante.
  E-03080 Alicante.
  Spain

  E-mail:    pertusa at dlsi.ua.es
  Telephone: +34 96 5903400 ext. 2972

Other pages: Teaching, Personal

Research:

Curriculum Vitae:not available yet

Research Interests:Signal processing and machine learning techniques (mainly deep learning) applied to computer vision and music information retrieval tasks.

Projects:

Publications:
Search pubs:

Select a year : all : 2017 : 2016 : 2013 : 2012 : 2011 : 2010 : 2009 : 2008 : 2007 : 2006 : 2005 : 2004 : 2003

  1. Calvo-Zaragoza, J.: Pertusa, A.; Oncina, J.
    "Staff-line detection and removal using a convolutional neural network"
    Machine Vision and Applications, pp. 1-10 (2017)
    : bibtex : more info : URL
  2. Calvo-Zaragoza, J.; Valero-Mas, J.J.; Pertusa, A
    "End-To-End Optical Music Recognition using Neural Networks"
    Proc. of Intenational Society for Music Information Retrieval Conference (ISMIR), Suzhou, China (2017)
    : bibtex : more info :
  3. Pertusa, A; Gallego, A.-J; Bernabeu, M.
    "MirBot, a collaborative object recognition system for smartphones using convolutional neural networks"
    arXiv:1706.02889 (2017)
    :
    bibtex : more info : URL
  4. Bernabeu, M.; Pertusa, A.; Gallego, A.J.
    "Image spatial verification using Segment Intersection of Interest Points"
    Proc. of the 24 Int. Conf. in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG), ISBN: 2464-4614 (2016)
    : bibtex : pdf : more info
  5. Pertusa, A.; Gallego, A.-J.; Bernabeu, M.
    "MirBot: A multimodal interactive image retrieval system"
    Lecture Notes in Computer Science, vol. 7887, pp. 197-204 (2013)
    : bibtex : more info : URL
  6. Piccoli, H. C. B.; Silla, C. N. Jr.; Ponce de León, P. J.; Pertusa, A.
    "An Evaluation of Symbolic Feature Sets and Their Combination for Music Genre Classification"
    Proc. of the 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC), ISBN: 978-0-7695-5154-8, pp. 1901-1905, Manchester, UK (2013)
    : bibtex : pdf : more info : IEE Xplore page
  7. Pertusa, A.;Iñesta, J.M.
    "Efficient methods for joint estimation of multiple fundamental frequencies in music signals"
    EURASIP Journal on Advances in Signal Processing, vol. 2012, pp. 27 (2012)
    : bibtex : more info : URL
  8. Pérez-García, T., Iñesta, J.M., Ponce de León, P.J., Pertusa, A.
    "A Multimodal Music Transcription Prototype"
    Proc. of International Conference on Multimodal Interaction, ICMI 2011, ISBN: 978-1-4503-0641-6, pp. 315--318, Alicante, Spain (2011)
    : bibtex : more info
  9. Pertusa, A.
    "Computationally efficient methods for polyphonic music transcription"
    PhD Thesis. Supervisors: Iñesta, José M.
    Universidad de Alicante (2010)
    : bibtex : pdf : more info
  10. Thomas Lidy, Rudolf Mayer, Andy Rauber, Pedro J. Ponce de León, Antonio Pertusa, José M. Iñesta
    "A Cartesian Ensemble of Feature Subspace Classifiers for Music Categorization"
    Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010), ISBN: 978-90-393-53813, pp. 279-284, Utrecht, Netherlands (2010)
    : bibtex : pdf : more info : on-line at ISMIR site : Poster : Talk slides
  11. Pertusa A.; Iñesta J. M.
    "Note Onset Detection Using One Semitone Filter-Bank For MIREX 2009"
    MIREX 2009 - Music Information Retrieval Evaluation eXchange, MIREX Audio Onset Detection, Kobe, Japan. (2009)
    : bibtex : pdf : MIREX 2009
  12. T. Lidy; A. Grecu; A. Rauber; A. Pertusa; P. J. Ponce de León; J. M. Iñesta
    "A Multi-Feature-Set Multi-Classifier Ensemble Approach For Audio Music Classification"
    Music Information Retrieval Evaluation eXchange (MIREX 2009), Kobe, Japan (2009)
    : bibtex : more info : MIREX 2009
  13. Lidy T.; Rauber A.; Pertusa A.; Ponce de León P.J.; Iñesta J. M.
    "MIREX 2008: Audio Music Classification Using A Combination Of Spectral, Timbral, Rhythmic, Temporal And Symbolic Features."
    MIREX 2008 - Music Information Retrieval Evaluation eXchange, MIREX Genre Classification Contest., Philadelphia, Pennsylvania, USA (2008)
    : bibtex : pdf : more info : MIREX 2008
  14. Pertusa A., Iñesta J.M.
    "Multiple Fundamental Frequency estimation using Gaussian smoothness"
    Proc. of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing, ICASSP 2008, ISBN: 1-4244-1484-9, pp. 105-108, Las Vegas, USA (2008)
    : bibtex : pdf
  15. Pertusa A.; Iñesta J. M.
    "Multiple Fundamental Frequency Estimation Using Gaussian Smoothness And Short Context."
    MIREX 2008 - Music Information Retrieval Evaluation eXchange, MIREX Fundamental Frequency Estimation & Tracking Contest., Philadelphia, Pennsylvania, USA (2008)
    : bibtex : pdf : MIREX 2008
  16. Espí D., Ponce de León P.J., Pérez-Sancho C., Rizo D., Iñesta J.M., Moreno-Seco F., Pertusa A.
    "A cooperative approach to style-oriented music composition"
    Proc. of the Int. Workshop on Artificial Intelligence and Music, MUSIC-AI, pp. 25-36, Hyderabad, India (2007)
    : bibtex : pdf
  17. Lidy T., Rauber A., Pertusa A., Iñesta J.M.
    "Improving genre classification by combination of audio and symbolic descriptors using a transcription system"
    Proc. of the 8th Int. Conf. on Music Information Retrieval, ISMIR 2007, pp. 61-66, Vienna, Austria (2007)
    : bibtex : pdf
  18. Lidy T.; Rauber A.; Pertusa A.; Iñesta J. M.
    "MIREX 2007: Combining Audio And Symbolic Descriptors For Music Classification From Audio."
    MIREX 2007 - Music Information Retrieval Evaluation eXchange, MIREX Genre Classification Contest., Vienna, Austria (2007)
    : bibtex : pdf : more info : URL
  19. Pertusa, A.; Iñesta, J.M.
    "Multiple fundamental frequency estimation based on spectral pattern loudness and smoothness"
    MIREX 2007 - Music Information Retrieval Evaluation eXchange, MIREX Fundamental Frequency Estimation & Tracking Contest., Vienna, Austria (2007)
    : bibtex : pdf : more info : MIREX contest 2007 in ISMIR
  20. Ramírez R., Maestre E., Pertusa A.
    "Identifying saxophonists from their playing styles"
    Proc. of the 30th Audio Engineering Society (AES) Conference, Saariselkä, Finland (2007)
    : bibtex : pdf link
  21. Ramirez R., Maestre E., Pertusa A., Gómez E., Serra X.
    "Performance-based Interpreter Identification in Saxophone Audio Recordings"
    IEEE Transactions on Circuits and Systems for Video Technology , vol. 7, pp. 356-364 (2007)
    : bibtex : pdf link
  22. Hazan A., Ramirez R., Maestre E., Pérez A., Pertusa A.
    "Modelling expressive performance: a regression tree approach based on strongly typed genetic programming"
    LNCS. Applications of Evolutionary Computing: EvoWorkshops, vol. 3907, pp. 676-687 (2006)
    : bibtex : pdf link
  23. Rizo D., Ponce de León P. J., Pérez-Sancho C., Pertusa A., Iñesta J. M.
    "A Pattern Recognition Approach for Melody Track Selection in MIDI Files"
    Proc. of the 7th Int. Symp. on Music Information Retrieval ISMIR 2006, ISBN: 1-55058-349-2, pp. 61-66, Victoria, Canada (2006)
    : bibtex : more info : pdf link
  24. Rizo D., Ponce de León P.J., Pertusa A., Pérez-Sancho C., Iñesta J.M.
    "Melody track identification in music symbolic files"
    Proc. of the 19th Int. FLAIRS Conference, ISBN: 978-1-57735-261-7 (2006)
    : bibtex : pdf : more info
  25. Garrido-Alenda A., Gilabert-Zarco P., Pérez-Ortiz J.A., Pertusa-Ibáñez A., Ramírez-Sánchez G., Sánchez-Martínez F., Scalco M., Forcada M.
    "Shallow parsing for Portuguese-Spanish machine translation"
    Language technology for portuguese: Shallow processing tools and resources, ISBN: 972-772-494-9, pp. 135-144 (2005)
    : bibtex : pdf
  26. Pertusa A., Iñesta, J.M.
    "Polyphonic monotimbral music transcription using dynamic networks"
    Pattern Recognition Letters, vol. 26, pp. 1809-1818 (2005)
    : bibtex : pdf : more info
  27. Pertusa A., Klapuri A., Iñesta J.M.
    "Recognition of note onsets in digital music using semitone bands"
    LNCS. Proc. of Progress in Pattern Recognition, Image Analysis and Applications. CIARP 2005, vol. 3773, pp. 869-879 (2005)
    : bibtex : more info : pdf link
  28. Rizo D., Iñesta J.M., Ponce de León, P.J., Pertusa A.
    "Reconocimiento automático de la tonalidad en partituras digitales"
    Proc. I Workshop sobre Reconocimiento de Formas y Análisis de Imágenes, CEDI 2005, pp. 53-60 (2005)
    : bibtex : pdf
  29. Pertusa A., Iñesta J.M.
    "Pattern recognition algorithms for polyphonic music transcription"
    PRIS 2004: Pattern Recognition in Information Systems, ISBN: 972-8865-01-5, pp. 80-89, Porto, Portugal (2004)
    : bibtex : pdf
  30. Gilabert-Zarco P., Herrero-Vicente J., Ortiz-Rojas, S., Pertusa-Ibáñez, A., Ramírez-Sánchez, G., Sánchez-Martínez, F., Samper-Asensio M., Scalco M., Forcada M.
    "Construcción rápida de un sistema de traducción automática español-portugués partiendo de un sistema español-catalán"
    1135-5948 - Procesamiento del Lenguaje Natural, pp. 279-284 (2003)
    : bibtex : pdf
  31. Pertusa A., Iñesta J.M.
    "Polyphonic music transcription through dynamic networks and spectral pattern identification"
    ANNPR 2003: IAPR International Workshop on Artificial Neural Networks in Pattern Recognition, ISBN: 88--7957--221--0, pp. 19-25, Florence, Italy (2003)
    : bibtex : pdf
Links:
Accessed 103750 times since: 2004-10-06
Last updated: 2003-02-16
Valid XHTML 1.0!Valid CSS!