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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: Efficient k-nearest neighbor search based on clustering and adaptive k values
    Authors: Gallego, Antonio-Javier; Rico-Juan, J. R.; Valero-Mas, J. J.
    Journals Pattern Recognition
    Volume:
    Pages: 108356 -
    Date: 2022
    ISSN: 0031-3203
    DOI: https://doi.org/10.1016/j.patcog.2021.108356
  • Title: Special Issue \"Object Detection from Aerial and Space Platforms Using Deep Learning Methods\"
    Authors: Pertusa, A.; Gil, P.; Gallego, Antonio-Javier
    Journals Remote Sensing
    Volume:
    Pages: -
    Date: 2022
    ISSN: 2072-4292
  • Title: A multimodal approach for regional GDP prediction using social media activity and historical information
    Authors: Gallego, Antonio-Javier; , Ortega-Bastida, J.; , Gallego, A.-J.; Rico-Juan, J. R.; Albarran, P.
    Journals Applied Soft Computing Journal
    Volume: 111
    Pages: 107693 -
    Date: 2021
    ISSN: 1568-4946
    DOI: http://dx.doi.org/10.1016/j.asoc.2021.107693
  • Title: Applying Automatic Translation for Optical Music Recognition¿9s Encoding Step
    Authors: , Ríos-Vila; , A.; Esplà-Gomis, M.; Rizo, D.; Ponce de León, P.J.; Iñesta, José M.
    Journals Applied Sciences
    Volume: 11
    Pages: -
    Date: 2021
    ISSN: 2076-3417
    DOI: https://doi.org/10.3390/app11093890
  • Title: Does the global activity limitation indicator measure participation restriction? Data from the European Health and Social Integration Survey in Spain
    Authors: , Julio Cabrero-García; , Antoni Oliver-Roig; Rico-Juan, J. R.
    Journals Quality of Life Research
    Volume:
    Pages: -
    Date: 2021
    ISSN: 0962-9343
    DOI: http://dx.doi.org/10.1007/s11136-021-03057-z
RELEVANT PUBLISHED BOOKS
  • Title: Desarrollo de Aplicaciones Android con Java
    Authors: Lozano, M.A.; Gallego, Antonio-Javier
    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: Diseño de compiladores
    Authors: Garrido Alenda, Alicia; Iñesta, José M.; Moreno-Seco, F.; 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, Rafael C.
    Editorial: Springer-Verlag
    Date: 1994
    ISBN: 3-540-58473-0
  • Title: Curso de programacion Android con Kotlin
    Authors: Gallego, Antonio-Javier; Lozano, M.A.
    Editorial: Anaya Multimedia
    Date: 2021
    ISBN: 978-84-415-4327-0
RELEVANT PUBLISHED BOOK CHAPTERS
  • Book chapter title: Data Augmentation for End-to-End Optical Music Recognition
    Authors: , López-Gutiérrez, J. C.; Valero-Mas, J. J.; Castellanos, F. J.; Calvo-Zaragoza, J.
    Editorial: Springer Nature Switzerland
    Pages: 59 - 73
    Date: 2021
    ISBN:
    Book title: Document Analysis and Recognition ¿ ICDAR 2021 Workshops
  • Book chapter title: Domain Adaptation for Document Image Binarization via Domain Classification
    Authors: , Garrido-Munoz, C.; , Sánchez-Hernández, A.; Castellanos, F. J.; Calvo-Zaragoza, J.
    Editorial: IOS Press
    Pages: 569 - 582
    Date: 2021
    ISBN:
    Book title: Modern Management based on Big Data II and Machine Learning and Intelligent Systems III: Frontiers in Artificial Intelligence and Applications
  • Book chapter title: Evaluación Multimodal en el ABP de Creación y Entretenimiento Digital de Ingeniería Multimedia
    Authors: Villagrá Arnedo, C. J.; , Villagrá Arnedo,Carlos J.; Gallego-Durán, F.J.; , Gallego Durán,Francisco J.; Iñesta, José M.; , Iñesta Quereda,José M.; Llorens-Largo, F.; , Llorens Largo,Faraón; Lozano, M.A.; , Lozano Ortega,Miguel Á.; Molina-Carmona, R.; , Molina Carmona,Rafael; Ortiz Zamora, J.; , Ortiz Zamora,Javier; Ponce de León, P.J.; , Ponce de León Amador,Pedro J.; Sempere, M.; , Sempere Tortosa,Mireia L.; Viudes-Carbonell, S.J.; , Viudes Carbonell, Sergio J.; , Peguero López, Antonio A.
    Editorial: Universidad de Alicante
    Pages: 295 - 296
    Date: 2021
    ISBN:
    Book title: REDES-INNOVAESTIC 2021. Libro de Actas
  • Book chapter title: OMR-assisted transcription: a case study with early prints
    Authors: Alfaro-Contreras, M.; Rizo, D.; Iñesta, José M.; Calvo-Zaragoza, J.
    Editorial:
    Pages: 35 - 41
    Date: 2021
    ISBN:
    Book title: Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR, Online, pp. 35-41.

    DOI: 10.5281/zenodo.5625663
  • Book chapter title: Reconocimiento o¿ptico de partituras (OMR) aplicado al Fondo de Mu¿sica Tradicional IMF-CSIC
    Authors: Calvo-Zaragoza, J.; Rizo, D.; Iñesta, José M.
    Editorial: Edition Reichenberger
    Pages: 87 - 109
    Date: 2021
    ISBN:
    Book title: Musicologi¿a en web. Patrimonio musical y Humanidades Digitales
RELEVANT CONFERENCE PAPERS
  • Title: Neural audio-to-score music transcription for unconstrained polyphony using compact output representations
    Authors: Arroyo, Víctor; Valero-Mas, J. J.; , Jorge Calvo-Zaragoza; , Antonio Pertusa
    Type of participation: Comunicación
    Conference name: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
    Event type: Internacional
    City of performance: Singapur (SINGAPUR)
    Date of performance: 22/05/2022
  • Title: Two Heads are Better than One: Geometric-Latent Attention for Point Cloud Classification and Segmentation
    Authors: Gallego, Antonio-Javier; , Cuevas-Velasquez, H.; , Gallego, A.-J.; , Fisher
    Type of participation: Póster
    Conference name: The 32nd British Machine Vision Conference
    Event type: Europeo
    City of performance: Online
    Date of performance: 22/11/2021
  • Title: Domain Adaptation for Document Image Binarization via Domain Classification
    Authors: , Sánchez-Hernández, A.; , Garrido Muñoz, C.; Castellanos, F. J.; Calvo-Zaragoza, J.
    Type of participation: Comunicación
    Conference name: The 3rd International Conference on Machine Learning and Intelligent Systems
    Event type: Internacional
    City of performance:
    Date of performance: 08/11/2021
  • Title: Unsupervised Domain Adaptation for Document Analysis of Music Score Images
    Authors: Castellanos, F. J.; Gallego, Antonio-Javier; Calvo-Zaragoza, J.
    Type of participation: Póster
    Conference name: 22nd International Society for Music Information Retrieval Conference
    Event type: Internacional
    City of performance:
    Date of performance: 08/11/2021
  • Title: Complete Optical Music Recognition via Agnostic Transcription and Machine Translation
    Authors: , Ríos-Vila, A.; Rizo, D.; Calvo-Zaragoza, J.
    Type of participation: Póster
    Conference name: 16th International Conference on Document Analysis and Recognition ICDAR 2021
    Event type: Internacional
    City of performance: Lausanne (SUIZA)
    Date of performance: 05/09/2021