Shape Recognition and Artificial Intelligence

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

Probabilistic learning
Analysis of musical and audio sequences and signals
Grammatical inference
Supervised and unsupervised classification
Image analysis and computer vision.
Industrial and medical applications of shape recognition

Services offered
Results
Available relevant infrastructure

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

Project type:

Public

Competitive

European

From

RELEVANT CONTRIBUTIONS TO RESEARCH PROJECTS

Project title: Researching and Encouraging the Promulgation of European Repertory through Technologies Operating on Records Interrelated Utilising MachinesING
Reference: 101095065

Competitive: Yes

European: Yes

Public: Yes

Project sponsors: EUROPEAN COMMISSION
Starting date: 01/01/2023
Termination date: 31/12/2025
Project title: Transcripción Multimodal de PartiturasING
Reference: PID2020-118447RA-I00

Competitive: Yes

European: No

Public: Yes

Project sponsors: MINISTERIO DE CIENCIA, INNOVACION Y UNIVERSIDADES
Starting date: 01/09/2021
Termination date: 31/08/2024
Project title: Digitalización de Obras históricas mediante REconocimiento adaptativo de Música en ImágenesING
Reference: TED2021-132103A-I00

Competitive: Yes

European: No

Public: Yes

Project sponsors: MINISTERIO DE CIENCIA, INNOVACION Y UNIVERSIDADES
Starting date: 01/12/2022
Termination date: 30/11/2024
Project title: Graph-based Neural Optical Music RecognitionING
Reference: CISEJI/2023/9

Competitive: Yes

European: No

Public: Yes

Project sponsors: CONSELLERIA DE INNOVACIÓN, UNIVERSIDADES, CIENCIA Y SOCIEDAD DIGITAL
Starting date: 01/01/2023
Termination date: 31/12/2026
Project title: Técnicas de adaptación al dominio aplicadas en tareas de salvamento marítimo (TADMar) ING
Reference: INVEST/2022/450

Competitive: Yes

European: No

Public: Yes

Project sponsors: GENERALITAT VALENCIANA
Starting date: 01/11/2022
Termination date: 31/10/2024
Project title: Estancia en el Institute of Computational Perception, Linz, AustriaING
Reference: PRX23/00365

Competitive: Yes

European: No

Public: Yes

Project sponsors: Ministerio de Ciencia, Innovación y Universidades
Starting date: 01/03/2025
Termination date: 31/08/2025
Project title: Contrato predoctoral FPI asociado al proyecto PID2023-148259NB-I00 (Aprendizaje de representaciones multimodales para la recuperación eficiente de música)ING
Reference: PREP2023-002226

Competitive: Yes

European: No

Public: Yes

Project sponsors: MINISTERIO DE CIENCIA, INNOVACION Y UNIVERSIDADES
Starting date: 01/01/2025
Termination date: 31/12/2028
Project title: Enfoques multimodales audio-imagen para transcripción de músicaING
Reference: CIGRIS/2023/057

Competitive: Yes

European: No

Public: Yes

Project sponsors: Conselleria de Educación, Universidades y Empleo
Starting date: 01/01/2025
Termination date: 31/12/2028
Project title: Avances en diagnóstico de patologías raras mediante imagen médica: Integración de técnicas de adaptación al dominio y aprendizaje con pocos datosING
Reference: CIACIF/2023/090

Competitive: Yes

European: No

Public: Yes

Project sponsors: Conselleria de Educación, Universidades y Empleo
Starting date: 18/11/2024
Termination date: 17/11/2028
Project title: Sistemas semi-supervisados para el reconocimiento óptico de músicaING
Reference: CIAPOS/2023/067

Competitive: Yes

European: No

Public: Yes

Project sponsors: Conselleria de Educación, Universidades y Empleo
Starting date: 15/10/2024
Termination date: 15/10/2024

Publications See search box

Books

Book chapters

Articles

Conferences

From year

To year

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.; 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
Title: On the automatic recognition of Jeongganbo music notation: dataset and approach
Authors: Kim, Dongmin; Han, Danbinaerin; Jeong, Dasaem; Valero-Mas, J. J.
Journals Journal on Computing and Cultural Heritage
Volume:
Pages: -
Date: 2025
ISSN: 1556-4673
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: 83
Pages: 19929 - 19952
Date: 2024
ISSN: 1380-7501
DOI: https://doi.org/10.1007/s11042-023-15607-3
Title: Efficient multi-task progressive learning for semantic segmentation and disparity estimation
Authors: , Hanz Cuevas-Velasquez; Galan-Cuenca, A; , Fisher, Robert B.; Gallego, Antonio Javier
Journals Pattern Recognition
Volume:
Pages: -
Date: 2024
ISSN: 0031-3203
DOI: http://dx.doi.org/10.1016/j.patcog.2024.110601
Title: Few-shot learning for COVID-19 chest X-ray classification with imbalanced data: an inter vs. intra domain study
Authors: Galan-Cuenca, A; Gallego, Antonio Javier; Saval-Calvo, M.; Pertusa, A.
Journals Pattern Analysis and Applications
Volume:
Pages: -
Date: 2024
ISSN: 1433-7541
DOI: http://dx.doi.org/10.1007/s10044-024-01285-w
Title: Global point cloud registration network for large transformations
Authors: , Hanz Cuevas-Velasquez; Galan-Cuenca, A; Gallego, Antonio Javier; Saval-Calvo, M.; , Robert B. Fisher
Journals Pattern Analysis and Applications
Volume:
Pages: -
Date: 2024
ISSN: 1433-7541
DOI: http://dx.doi.org/10.1007/s10044-024-01351-3

RELEVANT PUBLISHED BOOKS

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
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: Ejercicios resueltos sobre Programación y estructuras de datos
Authors: Luján-Mora, S.; Ferrández, A.; Peral, J.; Requena, A.
Editorial: Publicaciones de la Universidad de Alicante
Date: 2014
ISBN: 978-84-9717-295-0
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: 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
Title: Algoritmos de Visión Artificial y de Reconocimiento de Patrones para el Estudio Morfométrico del Eje Raquídeo Humano
Authors: Iñesta, José M.
Editorial: Universidad de Valencia
Date: 1994
ISBN: 84-370-2064-6
Title: Deep Learning con Keras y PyTorch
Authors: Alfaro-Contreras, M.; Calvo-Zaragoza, J.; Gallego, Antonio Javier; Garrido-Muñoz, C. ; Rios-Vila, A. ; Valero-Mas, J. J.
Editorial: Anaya Multimedia
Date: 2023
ISBN: 978-84-415-4816-9
Title: Introducción a la Programación con Turbo-Pascal
Authors: , Berlanga, R.; , García, P.; , Gracia, J.M.; Iñesta, José M.; , Iñesta-Quereda, J.M.; , Barber, F.
Editorial: Universitat Jaume I
Date: 2000
ISBN: 84-8021-224-1
Title: La evaluación de la condición física por ordenador: Eurofit.
Authors: Iñesta, José M.
Editorial: General ASDE
Date: 1989
ISBN: 84-404-6263-8

RELEVANT PUBLISHED BOOK CHAPTERS

Book chapter title: A Region-Based Approach for Layout Analysis of Music Score Images in Scarce Data Scenarios
Authors: CASTELLANOS REGALADO, FRANCISCO JOSE; Martínez-Esteso, J. P. ; Galan-Cuenca, A; Gallego, Antonio Javier
Editorial:
Pages: 58 - 75
Date: 2024
ISBN:
Book title: Lecture Notes in Computer Science, serie: International Conference on Document Analysis and Recognition

DOI: 10.1007/978-3-031-70546-5_4
Book chapter title: Analysis of the Calibration of Handwriting Text Recognition Models
Authors: Ayllon Palazón, Eric; CASTELLANOS REGALADO, FRANCISCO JOSE; Calvo-Zaragoza, J.
Editorial:
Pages: 139 - 155
Date: 2024
ISBN:
Book title: Lecture Notes in Computer Science, serie International Conference on Document Analysis and Recognition

DOI: 10.1007/978-3-031-70536-6_9
Book chapter title: MUSCAT: a Multimodal mUSic Collection for Automatic Transcription of real recordings and image scores
Authors: Galan-Cuenca, A; Valero-Mas, J. J.; Martinez-Sevilla, J. C. ; Hidalgo Centeno, Antonio; Pertusa, A.; Calvo-Zaragoza, J.
Editorial:
Pages: -
Date: 2024
ISBN:
Book title: Proceedings of the 32nd ACM International Conference on Multimedia

DOI: 10.1007/978-3-031-70546-5_4
Book chapter title: A Few-Shot Neural Approach for Layout Analysis of Music Score Images
Authors: CASTELLANOS REGALADO, FRANCISCO JOSE; Gallego, Antonio Javier; , Ichiro Fujinaga
Editorial:
Pages: 106 - 113
Date: 2023
ISBN:
Book title: Proceedings of the International Society for Music Information Retrieval Conference
Book chapter title: A Holistic Approach for Aligned Music and Lyrics Transcription
Authors: Martinez-Sevilla, J. C. ; Rios-Vila, A. ; CASTELLANOS REGALADO, FRANCISCO JOSE; Calvo-Zaragoza, J.
Editorial:
Pages: 185 - 201
Date: 2023
ISBN:
Book title: Proceedings of the International Conference on Document Analysis and Recognition

DOI: 10.1007/978-3-031-41676-7_11
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: Inter vs. Intra Domain Study of COVID Chest X-Ray Classification with Imbalanced Datasets
Authors: Galan-Cuenca, A; Mirón, Miguel; Gallego, Antonio Javier; Saval-Calvo, M.; Pertusa, A.
Editorial:
Pages: -
Date: 2023
ISBN:
Book title: Pattern Recognition and Image Analysis

DOI: 10.1007/978-3-031-70546-5_4
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: 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.
Editorial:
Pages: 64 - 77
Date: 2023
ISBN:
Book title: Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges. ICPR 2022. Lecture Notes in Computer Science

DOI: 10.1007/978-3-031-37731-0_6
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

RELEVANT CONFERENCE PAPERS

Title: A preliminary proposal for a systematic GABC encoding of Gregorian chant
Authors: , Thomae, M.E.; Rizo, D.; Fuentes Martínez, Eliseo; Alís Raurich, Cristina; DE LUCA, ELSA; Calvo-Zaragoza, J.
Type of participation: Comunicación
Conference name: Digital Libraries for Musicology
Event type: Internacional
City of performance: Stellenbosch (SUDÁFRICA)
Date of performance: 27/06/2028
RUA: https://doi.org/10.1145/3660570.3660581
Title: Can Patch Selection Heuristics Enhance Layout Analysis of Music Scores?
Authors: Castellanos, F. J.; Martínez-Esteso, J. P. ; Galan-Cuenca, A; Gallego, Antonio Javier
Type of participation: Póster
Conference name: International Workshop on Machine Learning and Music
Event type: Internacional
City of performance: Vilna (LITUANIA)
Date of performance: 09/09/2024
Title: A Region-Based Approach for Layout Analysis of Music Score Images in Scarce Data Scenarios
Authors: Castellanos, F. J.; Martínez-Esteso, J. P. ; Galan-Cuenca, A; Gallego, Antonio Javier
Type of participation: Póster
Conference name: International Conference on Document Analysis and Recognition
Event type: Internacional
City of performance: Atenas (GRECIA)
Date of performance: 30/08/2024
RUA: http://dx.doi.org/10.1007/978-3-031-70536-6_9
Title: Analysis of the Calibration of Handwriting Text Recognition Models
Authors: Ayllon Palazón, Eric; Castellanos, F. J.; Calvo-Zaragoza, J.
Type of participation: Póster
Conference name: International Conference on Document Analysis and Recognition
Event type: Internacional
City of performance: Atenas (GRECIA)
Date of performance: 30/08/2024
RUA: http://dx.doi.org/10.1007/978-3-031-70536-6_9
Title: A workflow for Attribution Issues using Language Models
Authors: Rizo, D.; LÓPEZ ROCAMORA, PABLO; PARDO CAYUELA, ANTONIO
Type of participation: Póster
Conference name: International Association of Music Libraries
Event type: Internacional
City of performance: Stellenbosch (SUDÁFRICA)
Date of performance: 23/06/2024
Title: EA-Digifolk: Digitizing and encoding Iris Traditional Music at ITMA
Authors: García Iasci, Patricia; Rizo, D.
Type of participation: Póster
Conference name: International Association of Music Libraries
Event type: Internacional
City of performance: Stellenbosch (SUDÁFRICA)
Date of performance: 23/06/2024
Title: Insights into AI to encode a whole mensural collection with limited resources
Authors: Rizo, D.; Delgado Sánchez, Teresa; Calvo-Zaragoza, J.; García-Lasci, P. ; Madueño-Madueño, A.
Type of participation: Comunicación
Conference name: International Association of Music Libraries
Event type: Internacional
City of performance: Stellenbosch (SUDÁFRICA)
Date of performance: 23/06/2024
Title: JazzMus: optical recognition and encoding of Jazz lead sheets
Authors: García Iasci, Patricia; Martinez-Sevilla, J. C. ; Rizo, D.
Type of participation: Póster
Conference name: International Association of Music Libraries
Event type: Internacional
City of performance: Stellenbosch (SUDÁFRICA)
Date of performance: 23/06/2024
Title: The Impact of UX/UI on Piano-Assisted Learning in Extended Reality
Authors: Macia-Ferrandez, M. ; Rizo, D.
Type of participation: Póster
Conference name: Computer Supported Music Education
Event type: Internacional
City of performance: Angers (FRANCIA)
Date of performance: 04/05/2024
Title: A Transformer Approach For Polyphonic Audio-To-Score Transcription
Authors: Alfaro-Contreras, M.; Rios-Vila, A. ; Valero-Mas, J. J.; Calvo-Zaragoza, J.
Type of participation: Ponencia
Conference name: 2024 IEEE International Conference on Acoustics, Speech and Signal Processing
Event type: Internacional
City of performance:
Date of performance: 14/04/2024