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.

 

 

Abilities

Aplicaciones de técnicas sintácticas y estadísticas de reconocimiento de formas y de aprendizaje computacional: compresión de datos, análisis de secuencias temporales, análisis de imágenes, clasificación automática de textos, traducción automática, biología computacional, predicción, minería de datos y descubrimiento de conocimiento. Aplicaciones en recuperación de información musical: reconocimiento de melodías, tonalidades, autores, clasificación de instrumentos, clasificación de géneros musicales, transcripción automática de sonidos, etc

 

 

Results

No data

 

Available relevant infrastructure

Clúster de cálculo formado por 5 Pentium IV a 3 GHz.

 

 

RELEVANT CONTRIBUTIONS TO RESEARCH PROJECTS
  • Project title: Reconocimiento óptico de documentos musicales.
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: GENERALITAT VALENCIANA
    Starting date: 01/09/2019
    Termination date: 31/08/2022
  • Project title: Astrofísica masiva: diseño, construcción y explotación científica de la mayor base de datos sobre estrellas de gran masa
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: GENERALITAT VALENCIANA
    Starting date: 01/01/2019
    Termination date: 31/12/2022
  • 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: Tecnologías interactivas para el aprendizaje de música
    Competitive: Yes
    European: No
    Public: Yes
    Project sponsors: MINISTERIO DE ECONOMIA Y EMPRESA
    Starting date: 01/01/2014
    Termination date: 31/12/2016
  • 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
No data

Publications See search box

RELEVANT CONTRIBUTIONS IN JOURNALS
  • Title: Semantic Segmentation of SLAR Imagery with Convolutional LSTM Selectional AutoEncoders
    Authors: Gallego, A.J.; Gil, P.; Pertusa, A.; Fischer, R.B.
    Journals Remote Sensing
    Volume: 11
    Pages: 1402:1 - 1402:22
    Date: 2019
    ISSN: 2072-4292
    DOI: 10.3390/rs11121402
  • Title: Precise Ship Location with CNN Filter Selection from Optical Aerial Images
    Authors: Alashhab, S.; Gallego, A.J.; Pertusa, A.; Gil, P.
    Journals IEEE access
    Volume: 7
    Pages: 96567 - 96582
    Date: 2019
    ISSN: 2169-3536
    DOI: 10.1109/ACCESS.2019.2929080
  • Title: Automatic detection of inconsistencies between numerical scores and textual feedback in peer-assessment processes with machine learning
    Authors: Rico-Juan, Juan Ramón; Gallego, Antonio-Javier; Calvo-Zaragoza, Jorge
    Journals Computers & Education
    Volume: 140
    Pages: 103609 -
    Date: 2019
    ISSN: 0360-1315
    DOI: https://doi.org/10.1016/j.compedu.2019.103609
  • 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: A selectional auto-encoder approach for document image binarization
    Authors: Calvo-Zaragoza, Jorge; Gallego, Antonio-Javier
    Journals Pattern Recognition
    Volume: 86
    Pages: 37 - 47
    Date: 2019
    ISSN: 0031-3203
    DOI: https://doi.org/10.1016/j.patcog.2018.08.011
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: 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: Introducción a la Programación con Turbo-Pascal
    Authors: Berlanga, R.; García, P.; Gracia, J.M.; Iñesta-Quereda, J.M.; Barber, F.
    Editorial: Universitat Jaume I
    Date: 2000
    ISBN: 84-8021-224-1
  • Title: Teoría de lenguajes, gramáticas y autómatas para informáticos
    Authors: Carrasco-Jiménez, R.C.; Calera-Rubio, J.; Forcada-Zubizarreta, M.L.
    Editorial: Universitat d'Alacant
    Date: 2000
    ISBN: 84-7908-574-6
RELEVANT PUBLISHED BOOK CHAPTERS
  • 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: Pen-Based Music Document Transcription with Convolutional Neural Networks
    Book title: Graphics Recognition. Current Trends and Evolutions
    Authors: Sober-Mira, J.; Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    Editorial: Springer
    Pages: 71 - 80
    Date: 2018
    ISBN: 978-3-030-02284-6

    DOI: https://doi.org/10.1007/978-3-030-02284-6
  • 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: Interactive Melodic Analysis
    Book title: Computational Music Analysis
    Authors: Rizo, D.; Illescas, P.R.; Iñesta, J.M.
    Editorial: Springer
    Pages: 191 - 220
    Date: 2016
    ISBN: 978-3-319-25929-1

    DOI: 10.1007/78-3-319-25931-4
  • 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: Music Encoding Initiative
    Authors: Rizo, D.
    Type of participation: SESION'S PRESIDENT
    Conference name: Music Encoding Conference
    Event type: Internacional no UE
    City of performance: Tours (Francia)
    Date of performance: 16/05/2017
  • Title: Recognition of Online Handwritten Music Symbols
    Authors: Jorge Calvo-Zaragoza, Jose Oncina, and Jose M. I¿nesta
    Type of participation: PAPER
    Conference name: International Workshop on Machine Learning and Music
    Event type: Internacional no UE
    City of performance: Praga (República Checa)
    Date of performance: 21/10/2013
  • Title: Modeling Musical Style with Language Models for Composer Recognition
    Authors: Hontanilla, M.; Pérez-Sancho, C.; Iñesta, J.M.
    Type of participation: PAPER
    Conference name: Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA
    Event type: Internacional no UE
    City of performance: Madeira (Portugal)
    Date of performance: 05/06/2013
  • Title: Modeling a Mobile Robot using a Grammatical Model
    Authors: Gabriel López-García, Javier Gallego-Sánchez, J. Luis Dalmau-Espert, Rafael Molina-Carmona and Patricia Compañ-Rosique
    Type of participation: PAPER
    Conference name: International Symposium on Distributed Computing and Artificial Intelligence
    Event type: Internacional no UE
    City of performance: Salamanca (España)
    Date of performance: 28/03/2012
  • Title: EagleEye: Entorno de desarrollo para la ayuda al aprendizaje del tratamiento de imágenes
    Authors: Gabriel López, Antonio Javier Gallego, Rafael Molina, Patricia Compañ, Rosana Satorre
    Type of participation: PAPER
    Conference name: Simposio Internacional de Informática Educativa
    Event type: Internacional no UE
    City of performance: Porto (Portugal)
    Date of performance: 14/11/2007