Ir a cuerpo Ir a Estudios, Gobernanza y organización
Logo UA
Research groups
  Reconocimiento de formas e inteligencia artificial

General data

Field of study:
Engineering and Architecture
E-mail:
Telephone:
+34 965903400 x 3698

Annual reports

Annual report
  • Análisis de imágenes y visión artificial.
  • Análisis de secuencias y señales musicales y de audio.
  • Aplicaciones industriales y médicas del reconocimiento de formas.
  • Aprendizaje probabilístico.
  • Clasificación supervisada y no supervisada.
  • Inferencia gramatical

 

 

Services offered

Aplicaciones de técnicas sintácticas y estadísticas de reconocimiento de formas y de aprendizaje computacional: compresión de datos, análisis de secuencias temporales, análisis de imágenes, clasificación automática de textos, traducción automática, biología computacional, predicción, minería de datos y descubrimiento de conocimiento. Aplicaciones en recuperación de información musical: reconocimiento de melodías, tonalidades, autores, clasificación de instrumentos, clasificación de géneros musicales, transcripción automática de sonidos, etc

 

 

Results

No management activities found.

 

Available relevant infrastructure

Clúster de cálculo formado por 5 Pentium IV a 3 GHz.

 

 

RELEVANT CONTRIBUTIONS TO RESEARCH PROJECTS
  • Project title: Preservación del patrimonio de música española manustcrita midenate transcripción automática
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE ECONOMIA Y EMPRESA
    Starting date: 01/01/2018
    Termination date: 31/12/2020
  • Project title: Reconocimiento óptico de documentos musicales.
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: CONSELLERIA DE EDUCACIÓN, INVESTIGACIÓN, CULTURA Y DEPORTE
    Starting date: 01/09/2019
    Termination date: 31/08/2022
  • Project title: Multimodal Interaction in Pattern Recognition and Computer Vision
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE EDUCACION
    Starting date: 01/10/2007
    Termination date: 09/12/2012
  • Project title: Técnicas Interactivas y Adaptativas para Sistemas Automáticos de Reconocimiento Aprendizaje y Percepción
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE ECONOMIA Y EMPRESA
    Starting date: 01/01/2010
    Termination date: 31/12/2013
  • Project title: META DATA ENGINE PROJECT
    Competitive: Yes
    European: Yes
    Public: No
    Project sponsors: EUROPEAN COMMISSION
    Starting date: 11/09/2000
    Termination date: 10/09/2003

Publications See search box

RELEVANT CONTRIBUTIONS IN JOURNALS
  • Title: From Optical Music Recognition to Handwritten Music Recognition: A baseline
    Authors: Baro, A.; Riba, P.; Calvo-Zaragoza, J.; Fornés, A.
    Journals Pattern Recognition Letters
    Volume: 123
    Pages: 1 - 8
    Date: 2019
    ISSN: 0167-8655
  • Title: Handwritten Music Recognition for Mensural Notation with Convolutional Recurrent Neural Networks
    Authors: Calvo-Zaragoza, J.; Toselli, A. H.; Vidal, E.
    Journals Pattern Recognition Letters
    Volume:
    Pages: -
    Date: 2019
    ISSN: 0167-8655
    DOI: 10.1016/j.patrec.2019.08.021
  • Title: Hybrid hidden Markov models and artificial neural networks for handwritten music recognition in mensural notation
    Authors: Calvo-Zaragoza, J.; Toselli, A.H.; Vidal, E.
    Journals Pattern Analysis and Applications
    Volume:
    Pages: -
    Date: 2019
    ISSN: 1433-7541
    DOI: 10.1007/s10044-019-00807-1
  • Title: A Baseline for General Music Object Detection with Deep Learning
    Authors: Pacha, A.; Hajic, J., Jr.; Calvo-Zaragoza, J.
    Journals Applied Sciences
    Volume: 8
    Pages: 1488 -
    Date: 2018
    ISSN: 2076-3417
  • Title: Deep Neural Networks for Document Processing of Music Score Images
    Authors: Calvo-Zaragoza, J.; Castellanos, F.J.; Vigliensoni, G.; Fujinaga, I.
    Journals Applied Sciences
    Volume: 8
    Pages: 654 -
    Date: 2018
    ISSN: 2076-3417
RELEVANT PUBLISHED BOOKS
  • Title: Desarrollo de Aplicaciones Android con Java
    Authors: Lozano Ortega, M.A.; Gallego Sánchez, A.J.
    Editorial: Ra-Ma
    Date: 2017
    ISBN: 978-84-9964-700-5
  • Title: Pattern Recognition and Image Analysis. 6th Iberian Conference IbPRIA 2013
    Authors: Sanches, J.M.; Micó, L.; Cardoso, J. S.
    Editorial: Springer
    Date: 2013
    ISBN: 978-3-642-38627-5
  • Title: Learning Context-Free Grammars.
    Authors: Colin de la Higuera, C.; Adriaans, P.; Van Zaanen, M.; Oncina, J.
    Editorial: Ruder Boskovic Institute
    Date: 2004
    ISBN: 953-6690-39-X
  • Title: Diseño de compiladores
    Authors: Garrido Alenda, Alicia; Iñesta Quereda, José Manuel; Moreno Seco, Paco; Pérez Ortiz, Juan Antonio
    Editorial: Secretariado de Publicaciones de la Universidad de Alicante
    Date: 2002
    ISBN: 8479087005
  • Title: Grammatical Inference and Applications
    Authors: Oncina, J.; Carrasco-Jiménez, R.C. (Eds.)
    Editorial: Springer-Verlag
    Date: 1994
    ISBN: 3-540-58473-0
RELEVANT PUBLISHED BOOK CHAPTERS
  • Book chapter title: A standard format proposal for hierarchical analyses and representations
    Book title: Proceedings of the 3rd International workshop on Digital Libraries for Musicology
    Authors: Rizo, D.; Marsden, A.
    Editorial: ACM (Association for Computing Machinery)
    Pages: 25 - 32
    Date: 2016
    ISBN: 978-1-4503-4751-8

    DOI: 10.1145/2970044.2970046
  • Book chapter title: Approaching End-to-end Optical Music Recognition
    Book title: Pattern Recognition and Image Analysis Part II; 9th Iberian Conference, IbPRIA 2019
    Authors: Alfaro-Contreras, M.; Calvo-Zaragoza, J.; Iñesta, J.M.
    Editorial: Springer-Verlag
    Pages: 147 - 158
    Date: 2019
    ISBN: 978-3-030-31320-3
  • Book chapter title: Data-based melody generation through multi-objective evolutionary computation
    Book title: Machine Learning and Music Generation
    Authors: Ponce de León, P.J.; Iñesta, J.M.; Calvo-Zaragoza, J.; Rizo, D.
    Editorial: Routledge (UK)
    Pages: 87 - 106
    Date: 2018
    ISBN: 978-0-8153-7720-7
  • Book chapter title: MuRET: a music recognition, encoding, and transcription tool
    Book title: DLfM `18: Proceedings of the 5th International Conference on Digital Libraries for Musicology
    Authors: Rizo, D.; Calvo-Zaragoza, J.; Iñesta, J.M.
    Editorial: ACM (Association for Computing Machinery)
    Pages: 52 - 56
    Date: 2018
    ISBN: 978-1-4503-6522-2
  • Book chapter title: Two (Note) Heads Are Better Than One: Pen-Based Multimodal Interaction with Music Scores
    Book title: Proceedings of the 17th International Society for Music Information Retrieval Conference
    Authors: Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    Editorial: International Society for Music Information Retrieval
    Pages: 509 - 514
    Date: 2016
    ISBN: 978-0-692-75506-8
RELEVANT CONFERENCE PAPERS
  • Title: White mensural manual encoding: from **kern to MEI
    Authors: Rizo, D.; Pascual, N.; Sapp, C.
    Type of participation: ORAL
    Conference name: Music Encoding Conference
    Event type: Internacional no UE
    City of performance: Maryland (Estados Unidos de América)
    Date of performance: 22/05/2018
  • Title: Interactive music analysis
    Authors: Rizo, D.; Illescas, P.R..; Iñesta J.M
    Type of participation: ORAL
    Conference name: European Music Analysis Conference
    Event type: Unión Europea
    City of performance: Lovaina (Bélgica)
    Date of performance: 16/09/2014
  • Title: Use of structured pattern representations for combining classifiers
    Authors: Socorro, R.; Micó, L.
    Type of participation: POSTER
    Conference name: Structural, Syntactic and Statistical Pattern Recognition SSPR/SPR
    Event type: Internacional no UE
    City of performance: Orlando (Florida) (Estados Unidos de América)
    Date of performance: 04/12/2008
  • Title: MuRET as a software for the transcription of historical archives
    Authors: Iñesta, J.M.; Rizo, D.; Calvo-Zaragoza, J.
    Type of participation: ORAL
    Conference name: International Workshop on Reading Music Systems (WoRMS)
    Event type: Unión Europea
    City of performance: Delft (Holanda)
    Date of performance: 02/11/2019
  • Title: Oil Slicks Detection in SLAR Images with Autoencoders
    Authors: Alacid, B.; Gallego, A-J.; Gil, P.; Pertusa, A.
    Type of participation: POSTER
    Conference name: 5th International Symposium on Sensor Science
    Event type: Unión Europea
    City of performance: Barcelona (España)
    Date of performance: 27/09/2017