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Research groups
  Reconocimiento de formas e inteligencia artificial

General data

Field of study:
Engineering and Architecture
Director:
IÑESTA QUEREDA, JOSE MANUEL
Website:
http://grfia.dlsi.ua.es
E-mail:
inesta@ua.es
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.

 

 

Proyectos See search box

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: An Overview of Ensemble and Feature Learning in Few-Shot Image Classification using Siamese Networks
    Authors: Valero-Mas, J. J.; Gallego, Antonio Javier; Rico-Juan, J. R.
    Journals Multimedia Tools and Applications
    Volume:
    Pages: -
    Date: 2023
    ISSN: 1380-7501
  • Title: Designing porthole aluminium extrusion dies on the basis of eXplainable Artificial Intelligence
    Authors: Llorca Shenck, J.; Rico-Juan, J. R.; , Miguel Sanchez-Lozano
    Journals Expert Systems with Applications
    Volume: 222
    Pages: 119808 -
    Date: 2023
    ISSN: 0957-4174
    DOI: http://dx.doi.org/10.1016/j.eswa.2023.119808
  • Title: Few-shot symbol classification via self-supervised learning and nearest neighbor
    Authors: Alfaro-Contreras, M.; Rios-Vila, A. ; Valero-Mas, J. J.; Calvo-Zaragoza, J.
    Journals Pattern Recognition Letters
    Volume: 167
    Pages: 1 - 8
    Date: 2023
    ISSN: 0167-8655
    DOI: https://doi.org/10.1016/j.patrec.2023.01.014
  • Title: Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence
    Authors: Rico-Juan, J. R.; Sánchez-Cartagena, V.M.; Valero-Mas, J. J.; Gallego, Antonio Javier
    Journals IEEE Transactions on Learning Technologies
    Volume:
    Pages: -
    Date: 2023
    ISSN: 1939-1382
    DOI: http://dx.doi.org/10.1109/TLT.2023.3239110
  • Title: Influence of personality and modality on peer assessment evaluation perceptions using Machine Learning techniques
    Authors: Cachero, C.; Rico-Juan, J. R.; , MACIA SOLER, HERMENEGILDA
    Journals Expert Systems with Applications
    Volume: 213
    Pages: 119150 -
    Date: 2023
    ISSN: 0957-4174
    DOI: http://dx.doi.org/10.1016/j.eswa.2022.119150
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: Encoding Polyphony from Medieval Manuscripts Notated in Mensural Notation
    Authors: Desmond, Karen; Pugin, Laurent; Regimbal, Juliette; Rizo, D.; , Sapp, C.; , Thomae, M.E.
    Editorial:
    Date: 2022
    ISBN: 978-84-1302-173-7
    DOI: https://hcommons.org/deposits/item/hc:45973
    RUA: http://hdl.handle.net/10045/123683
RELEVANT PUBLISHED BOOK CHAPTERS
  • Book chapter title: A First Approach to Image Transformation Sequence Retrieval
    Authors: Mas-Candela, E. ; Rios-Vila, A. ; 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: 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: On the Use of Transformers for End-to-End Optical Music Recognition
    Authors: Rios-Vila, A. ; 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: Garrido-Muñoz, C. ; Rios-Vila, A. ; 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: 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: Rios-Vila, A. ; 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: Speeding-up the encoding of mensural collections from Spanish libraries
    Authors: Rizo, D.; Delgado Sánchez, Teresa; , Calvo-Zaragoza:J.; Madueño Madueño, Antonio; García Iasci, Patricia
    Type of participation: Comunicación
    Conference name: International Association of Music Libraries
    Event type: Internacional
    City of performance: (CHECA, REPÚBLICA)
    Date of performance: 24/07/2022
  • 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.; Rios-Vila, A. ; 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