Publicaciones (23) Publicaciones de FRANCISCO JOSE CASTELLANOS REGALADO

2023

  1. A Holistic Approach for Aligned Music and Lyrics Transcription

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. A Weakly-Supervised Approach for Layout Analysis in Music Score Images

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Multimodal recognition of frustration during game-play with deep neural networks

    Multimedia Tools and Applications, Vol. 82, Núm. 9, pp. 13617-13636

  4. Test-Time Augmentation for Document Image Binarization

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2022

  1. Continual Learning for Document Image Binarization

    Proceedings - International Conference on Pattern Recognition

  2. Domain adaptation for staff-region retrieval of music score images

    International Journal on Document Analysis and Recognition

  3. Multimodal image and audio music transcription

    International Journal of Multimedia Information Retrieval, Vol. 11, Núm. 1, pp. 77-84

  4. Region-based layout analysis of music score images

    Expert Systems with Applications, Vol. 209

2021

  1. Data Augmentation for End-to-End Optical Music Recognition

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Domain adaptation for document image binarization via domain classification

    Frontiers in Artificial Intelligence and Applications

  3. Evaluación cuantitativa de las especificaciones de diseño en problemas de síntesis de sonido mediante aprendizaje automático

    Memorias del Programa de Redes-I3CE de calidad, innovación e investigación en docencia universitaria: Convocatoria 2020-21 (Instituto de Ciencias de la Educación), pp. 2345-2362

  4. Prototype generation in the string space via approximate median for data reduction in nearest neighbor classification

    Soft Computing, Vol. 25, Núm. 24, pp. 15403-15415

  5. UNSUPERVISED DOMAIN ADAPTATION FOR DOCUMENT ANALYSIS OF MUSIC SCORE IMAGES

    Proceedings of the 22nd International Conference on Music Information Retrieval, ISMIR 2021

  6. Unsupervised neural domain adaptation for document image binarization

    Pattern Recognition, Vol. 119

2020

  1. A NEURAL APPROACH FOR FULL-PAGE OPTICAL MUSIC RECOGNITION OF MENSURAL DOCUMENTS

    Proceedings of the 21st International Society for Music Information Retrieval Conference, ISMIR 2020

  2. Automatic scale estimation for music score images

    Expert Systems with Applications, Vol. 158

  3. Data reduction in the string space for efficient kNN classification through space partitioning

    Applied Sciences (Switzerland), Vol. 10, Núm. 10

2019

  1. Desarrollo de un servicio online para el uso de técnicas de aprendizaje automático orientadas a la detección de anomalías en la evaluación docente

    Memòries del Programa de Xarxes-I3CE de qualitat, innovació i investigació en docència universitària: convocatòria 2018-19 (Instituto de Ciencias de la Educación), pp. 681

  2. Sistema para la detección temprana de anomalías en la evaluación usando técnicas de aprendizaje automático

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 4

2018

  1. Deep neural networks for document processing of music score images

    Applied Sciences (Switzerland), Vol. 8, Núm. 5