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Research groups
  Reconocimiento de formas e inteligencia artificial

General data

Field of study:
Engineering and Architecture
Director:
CALVO ZARAGOZA, JORGE
Website:
https://praig.ua.es/
E-mail:
jorge.calvo@ua.es
Telephone:
No data.

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: Modelos neuronales basados en grafos para reconocimiento óptico de partituras
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: FUNDACION BANCO BILBAO VIZCAYA ARGENTARIA
    Starting date: 01/07/2021
    Termination date: 31/12/2022
  • Project title: Researching and Encouraging the Promulgation of European Repertory through Technologies Operating on Records Interrelated Utilising Machines
    Competitive: Yes
    European: Yes
    Public: No
    Project sponsors: EUROPEAN COMMISSION
    Starting date: 01/01/2023
    Termination date: 31/12/2025
  • Project title: Transcripción Multimodal de Partituras
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE CIENCIA E INNOVACION
    Starting date: 01/09/2021
    Termination date: 31/08/2024
  • Project title: Digitalización de Obras históricas mediante REconocimiento adaptativo de Música en Imágenes
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE CIENCIA E INNOVACION
    Starting date: 01/12/2022
    Termination date: 30/11/2024

Publications See search box

RELEVANT CONTRIBUTIONS IN JOURNALS
  • Title: Late multimodal fusion for image and audio music transcription
    Authors: Alfaro-Contreras, M.; Valero-Mas, J. J.; Iñesta, José M.; Calvo-Zaragoza, J.
    Journals Expert Systems with Applications
    Volume: 216
    Pages: 119491 -
    Date: 2023
    ISSN: 0957-4174
    DOI: https://doi.org/10.1016/j.eswa.2022.119491
  • 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: Incremental Unsupervised Domain-Adversarial Training of Neural Networks
    Authors: Gallego, Antonio Javier; Calvo-Zaragoza, J.; , Fisher, R.B.
    Journals IEEE Transactions on Neural Networks and Learning Systems (Online)
    Volume: 32
    Pages: 4864 - 4878
    Date: 2021
    ISSN: 2162-2388
    DOI: http://dx.doi.org/10.1109/TNNLS.2020.3025954
  • Title: Bounding Edit Distance for similarity-based sequence classification on Structural Pattern Recognition
    Authors: Rico-Juan, J. R.; Valero-Mas, J. J.; , Valero-Mas; , J.J.; Iñesta, José M.
    Journals Applied Soft Computing Journal
    Volume: 97 (Part A)
    Pages: -
    Date: 2020
    ISSN: 1568-4946
    DOI: https://doi.org/10.1016/j.asoc.2020.106778
  • 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-Vaya, M.
    Journals Medical Image Analysis
    Volume: 66
    Pages: 101797 -
    Date: 2020
    ISSN: 1361-8415
    DOI: http://dx.doi.org/10.1016/j.media.2020.101797
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: 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: Teoría de lenguajes, gramáticas y autómatas para informáticos
    Authors: Carrasco, Rafael C.; Calera-Rubio, J.; Forcada, M.L.
    Editorial: Universitat d'Alacant
    Date: 2000
    ISBN: 84-7908-574-6
  • Title: Esquemas Algorítmicos
    Authors: Rico-Juan, J. R.
    Editorial: UNIVERSIDAD DE ALICANTE
    Date: 1999
    ISBN: 84-7908-481-2
  • Title: Técnicas Básicas para el Diseño de Compiladores
    Authors: Iñesta, José M.; , Iñesta-Querada, J.M.; , García, P.; , Gracia, I.
    Editorial: Universitat Jaume I
    Date: 1998
    ISBN: 84-8021-259-4
RELEVANT PUBLISHED BOOK CHAPTERS
  • Book chapter title: Evaluating Domain Generalization in Kitchen Utensils Classification
    Authors: Garrido Muñoz, Carlos; Alfaro-Contreras, M.; Calvo-Zaragoza, J.
    Editorial:
    Pages: -
    Date: 2023
    ISBN:
    Book title: Proceedings of 11th Iberian Pattern Recognition and Image Analysis Conference

    DOI: https://doi.org/10.1007/978-3-031-36616-1_9
  • Book chapter title: Lifelong Learning for Document Image Binarization: An Experimental Study
    Authors: Córdoba González, Pedro; Alfaro-Contreras, M.; , Mario Nieto-Hidalgo; Calvo-Zaragoza, J.
    Editorial:
    Pages: -
    Date: 2023
    ISBN:
    Book title: Proceedings of 11th Iberian Pattern Recognitio and Image Analysis Conference

    DOI: https://doi.org/10.1007/978-3-031-36616-1_12
  • Book chapter title: A First Approach to Image Transformation Sequence Retrieval
    Authors: Mas-Candela, E. ; RIOS VILA, ANTONIO; 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, ANTONIO; 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
RELEVANT CONFERENCE PAPERS
  • Title: A Holistic Approach for Aligned Music and Lyrics Transcription
    Authors: Martinez-Sevilla, J. C. ; Rios-Vila, A. ; Castellanos, F. J.; Calvo-Zaragoza, J.
    Type of participation: Ponencia
    Conference name: 17th International Conference on Document Analysis and Recognition
    Event type: Internacional
    City of performance: San José (ESTADOS UNIDOS DE AMÉRICA)
    Date of performance: 20/08/2023
    RUA: https://doi.org/10.1007/978-3-031-41676-7_11
  • Title: Insights into end-to-end audio-to-score transcription with real recordings: A case study with saxophone works
    Authors: Martinez-Sevilla, J. C. ; Alfaro-Contreras, M.; Valero-Mas, J. J.; Calvo-Zaragoza, J.
    Type of participation: Comunicación
    Conference name: INTERSPEECH
    Event type: Internacional
    City of performance: Dublín (IRLANDA)
    Date of performance: 20/08/2023
    RUA: http://dx.doi.org/10.21437/Interspeech.2023-88
  • Title: Evaluating Domain Generalization in Kitchen Utensils Classification
    Authors: Garrido Muñoz, Carlos; Alfaro-Contreras, M.; Calvo-Zaragoza, J.
    Type of participation: Comunicación
    Conference name: Iberian Conference on Pattern Recognition and Image Analysis
    Event type: Internacional
    City of performance: Alicante (ALICANTE) (ESPAÑA)
    Date of performance: 27/06/2023
    RUA: https://doi.org/10.1007/978-3-031-36616-1_9
  • Title: Lifelong Learning for Document Image Binarization: An Experimental Study.
    Authors: Córdoba González, Pedro; Alfaro-Contreras, M.; , Mario Nieto-Hidalgo; Calvo-Zaragoza, J.
    Type of participation: Ponencia
    Conference name:
    Event type: Internacional
    City of performance: Alicante (ALICANTE) (ESPAÑA)
    Date of performance: 27/06/2023
    RUA: https://doi.org/10.1007/978-3-031-36616-1_12
  • Title: A Deep Approach for Volumetric Tractography Segmentation
    Authors: Rocamora-García, Pablo; Saval-Calvo, M.; , Victor Villena-Martinez; Gallego, Antonio Javier
    Type of participation: Póster
    Conference name: 11th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA)
    Event type: Internacional
    City of performance: (ESPAÑA)
    Date of performance: 01/01/2023