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

 

 

Services offered

 
Applications of structural techniques and statistics of the recognition of forms and computational learning: image analysis, object recognition, medical images, remote sensing, classification of data in general, etc.

Sound analysis and processing: technical description of the sound, automatic transcription, detection of sound events, expert reports of sound files, etc.


Applications in musical data: transcription of the content in images of scores, historical and cultural heritage, algorithmic composition, recognition and analysis of melodies, tonalities, authors, classification of musical genres, etc.

 

 

Results

No data.

 

Available relevant infrastructure

Servers for computation with GPUs.

Sound recording studio.

 

 

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: PadChest: A large chest x-ray image dataset with multi-label annotated reports
    Authors: Bustos, A.; Pertusa, A.; Salinas, J.M.; de la Iglesia Vayá, M.
    Journals Medical Image Analysis
    Volume: 66
    Pages: 101797 -
    Date: 2020
    ISSN: 1361-8415
    DOI: 10.1016/j.media.2020.101797
  • Title: Segmentation and 3D reconstruction of rose plants from stereoscopic images
    Authors: Cuevas-Velasquez, Hanz; Gallego, Antonio-Javier; Fisher, Robert B.
    Journals Computers and Electronics in Agriculture
    Volume: 171
    Pages: 105296 -
    Date: 2020
    ISSN: 0168-1699
    DOI: https://doi.org/10.1016/j.compag.2020.105296
  • Title: Understanding Optical Music Recognition
    Authors: Calvo-Zaragoza, J.; Hajic Jr, J.; Pacha, A.
    Journals Acm Computing Surveys
    Volume: 53
    Pages: 77 -
    Date: 2020
    ISSN: 0360-0300
    DOI: 10.1145/3397499
  • 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
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