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
  • 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 gesture recognition for the assistance of visually impaired people using multi-head neural networks
    Authors: ; Gallego, Antonio-Javier; Lozano, M.A.
    Journals Engineering Applications of Artificial Intelligence
    Volume: 114
    Pages: 105188 -
    Date: 2022
    ISSN: 0952-1976
    DOI: http://dx.doi.org/10.1016/j.engappai.2022.105188
  • Title: Predicting exclusive breastfeeding in maternity wards using Machine Learning techniques
    Authors: Oliver-Roig, A.; Rico-Juan, J. R.; Richart-Martínez, M.; CABRERO GARCIA, JULIO
    Journals Computer Methods and Programs in Biomedicine
    Volume:
    Pages: -
    Date: 2022
    ISSN: 0169-2607
    DOI: http://dx.doi.org/10.1016/j.cmpb.2022.106837
  • Title: Region-based layout analysis of music score images
    Authors: Castellanos, F. J.
    Journals Expert Systems with Applications
    Volume:
    Pages: 118211 -
    Date: 2021
    ISSN: 0957-4174
    DOI: https://doi.org/10.1016/j.eswa.2022.118211
  • Title: Decoupling music notation to improve end-to-end Optical Music Recognition
    Authors: Alfaro-Contreras, M.; ; Valero-Mas, J. J.; Iñesta, José M.; Calvo-Zaragoza, J.
    Journals Pattern Recognition Letters
    Volume: 158
    Pages: 157 - 163
    Date: 2022
    ISSN: 0167-8655
    DOI: https://doi.org/10.1016/j.patrec.2022.04.032
  • 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: 122
    Pages: 108356 -
    Date: 2022
    ISSN: 0031-3203
    DOI: https://doi.org/10.1016/j.patcog.2021.108356
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: A First Approach to Image Transformation Sequence Retrieval
    Authors: ; ; Calvo-Zaragoza, J.
    Editorial: Springer Nature Switzerland
    Pages: 321 - 332
    Date: 2022
    ISBN:
    Book title: IbPRIA 2022: Pattern Recognition and Image Analysis

    DOI: https://doi.org/10.1007/978-3-031-04881-4_26
  • Book chapter title: On the Use of Transformers for End-to-End Optical Music Recognition
    Authors: ; Iñesta, José M.; Calvo-Zaragoza, J.
    Editorial: Springer Nature Switzerland
    Pages: 470 - 481
    Date: 2022
    ISBN:
    Book title: IbPRIA 2022: Pattern Recognition and Image Analysis

    DOI: https://doi.org/10.1007/978-3-031-04881-4_37
  • Book chapter title: Retrieval of Music-Notation Primitives via Image-to-Sequence Approaches
    Authors: ; ; Calvo-Zaragoza, J.
    Editorial: Springer Nature Switzerland
    Pages: 482 - 492
    Date: 2022
    ISBN:
    Book title: IbPRIA 2022: Pattern Recognition and Image Analysis

    DOI: https://doi.org/10.1007/978-3-031-04881-4_38
  • Book chapter title: 68. Extracción de perfiles de alumnos de programación en estudios superiores mediante aprendizaje automático en evaluaciones tipo juez en línea
    Authors: Rico-Juan, J. R.; Sánchez-Cartagena, V.M.; Valero-Mas, J. J.; Gallego, Antonio-Javier; , David Rizo, D
    Editorial:
    Pages: 163 - 165
    Date: 2022
    ISBN:
    Book title: REDES-INNOVAESTIC 2022. Libro de actas
  • 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
RELEVANT CONFERENCE PAPERS
  • Title: Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor
    Authors: ; Alfaro-Contreras, M.; Valero-Mas, J. J.; Calvo-Zaragoza, J.
    Type of participation: Ponencia
    Conference name: 3rd International Workshop on Pattern Recognition for Cultural Heritage
    Event type: Internacional
    City of performance: (CANADÁ)
    Date of performance: 21/08/2022
  • Title: Multimodal strategies for image and audio music transcription: A comparative study
    Authors: Alfaro-Contreras, M.; Valero-Mas, J. J.; Iñesta, José M.; Calvo-Zaragoza, J.
    Type of participation: Ponencia
    Conference name: 3rd International Workshop on Pattern Recognition for Cultural Heritage
    Event type: Internacional
    City of performance: (CANADÁ)
    Date of performance: 21/08/2022
  • Title: La coevaluación en contextos de ABP en ingeniería. Análisis de resultados, ventajas y desventajas de la experiencia
    Authors: Berná Martínez, J.V.; Villagrá Arnedo, C. J.; Molina-Carmona, R.; Llorens-Largo, F.; Gallego-Durán, F.J.; Viudes-Carbonell, S.J.; Ponce de León, P.J.; Sempere, M.; Sáez-Fernández, M.D.; Escobar, Pilar; Gil-Martinez-Abarca, J; Gil, D.; ; Ortiz Zamora, J.; Lozano, M.A.
    Type of participation: Ponencia
    Conference name: XX Jornadas de Redes de Investigación en Docencia Universitaria (REDES 2022) y al V Workshop Internacional de Innovación en Enseñanza Superior y TIC (INNOVAESTIC 2022)
    Event type: Internacional
    City of performance: San Vicente del Raspeig (ALICANTE) (ESPAÑA)
    Date of performance: 13/07/2022
  • Title: Insights into transfer learning between image and audio music transcription
    Authors: Alfaro-Contreras, M.; Valero-Mas, J. J.; Iñesta, José M.; Calvo-Zaragoza, J.
    Type of participation: Ponencia
    Conference name: Sound and Music Computing Conference
    Event type: Internacional
    City of performance: (FRANCIA)
    Date of performance: 05/06/2022
  • Title: New Trends in Optical Music Recognition
    Authors: Iñesta, José M.
    Type of participation: Ponencia invitada
    Conference name: First international conference: Le son du futur/Le futur du son
    Event type: Internacional
    City of performance: Montreal (CANADÁ)
    Date of performance: 24/05/2022