Publicaciones

A continuación se detalla la lista de publicaciones en revistas y conferencias obtenidas como resultado de este proyecto:

1. Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification

   Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, and Xavier Serra

   Pattern Recognition, 2023

   [Enlace al artículo] [Enlace al código] [Enlace a los datos]

2. Kurcuma: a Kitchen Utensil Recognition Collection for Unsupervised Domain Adaptation

   Adrian Rosello, Jose J. Valero-Mas, Antonio Javier Gallego, Javier Sáez-Pérez, and Jorge Calvo-Zaragoza

   Pattern Analysis and Applications, 2022

   [Enlace al artículo] [Enlace a la base de datos]

3. An Overview of Ensemble and Feature Learning in Few-Shot Image Classification using Siamese Networks

   Jose J. Valero-Mas, Antonio Javier Gallego, and Juan Ramón Rico-Juan

   Multimedia Tools and Applications, 2023

   [Enlace al artículo]

4. Addressing class imbalance in Multilabel Prototype Generation for k -Nearest Neighbor classification

   Carlos Penarrubia, Jose J. Valero-Mas, Antonio Javier Gallego, and Jorge Calvo-Zaragoza

   11th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2023

   [Enlace al artículo] [Enlace al código] [Diapositivas]

5. Test-Time Augmentation for Document Image Binarization

   Adrian Rosello, Francisco J. Castellanos, Juan P. Martinez-Esteso, Antonio Javier Gallego, and Jorge Calvo-Zaragoza

   11th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2023

   [Enlace al artículo] [Póster]

6. A Few-shot Neural Approach for Layout Analysis of Music Score Images

   Francisco J. Castellanos, Antonio Javier Gallego, and Ichiro Fujinaga

   24th International Society for Music Information Retrieval Conference (ISMIR), 2023

   [Enlace al artículo] [Diapositivas] [Póster] [Vídeo]

7. A Preliminary Study of Few-shot Learning for Layout Analysis of Music Scores

   Francisco J. Castellanos, Antonio Javier Gallego, and Ichiro Fujinaga

   5th International Workshop on Reading Music Systems (WORMS), 2023

   [Enlace al artículo] [Diapositivas]

8. A region-based approach for layout analysis of music score images in scarce data scenarios

   Francisco J. Castellanos, Juan P. Martinez-Esteso, Alejandro Galán-Cuenca, and Antonio Javier Gallego

   18th IAPR International Conference on Document Analysis and Recognition (ICDAR), 2024

   [Enlace al código] [Póster]

9. Efficient Multi-task Progressive Learning for Semantic Segmentation and Disparity Estimation

   Hanz Cuevas-Velasquez, Alejandro Galán-Cuenca, Robert B. Fisher, Antonio Javier Gallego

   Pattern Recognition, 2024

   [Enlace al artículo]

10. Can Patch Selection Heuristics Enhance Layout Analysis of Music Scores?

    Francisco J. Castellanos, Juan P. Martinez-Esteso, Alejandro Galán-Cuenca, and Antonio Javier Gallego.

    15th International Workshop on Machine Learning and Music, European Conference on Machine Learning, 2024

    [Póster] [Diapositivas]