FRANCISCO JOSE
CASTELLANOS REGALADO
PROFESOR/A ASOCIADO/A
Publicaciones (23) Publicaciones de FRANCISCO JOSE CASTELLANOS REGALADO
2023
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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)
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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)
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Multimodal recognition of frustration during game-play with deep neural networks
Multimedia Tools and Applications, Vol. 82, Núm. 9, pp. 13617-13636
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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
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Continual Learning for Document Image Binarization
Proceedings - International Conference on Pattern Recognition
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Domain adaptation for staff-region retrieval of music score images
International Journal on Document Analysis and Recognition
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Multimodal image and audio music transcription
International Journal of Multimedia Information Retrieval, Vol. 11, Núm. 1, pp. 77-84
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Region-based layout analysis of music score images
Expert Systems with Applications, Vol. 209
2021
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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)
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Domain adaptation for document image binarization via domain classification
Frontiers in Artificial Intelligence and Applications
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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
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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
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UNSUPERVISED DOMAIN ADAPTATION FOR DOCUMENT ANALYSIS OF MUSIC SCORE IMAGES
Proceedings of the 22nd International Conference on Music Information Retrieval, ISMIR 2021
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Unsupervised neural domain adaptation for document image binarization
Pattern Recognition, Vol. 119
2020
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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
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Automatic scale estimation for music score images
Expert Systems with Applications, Vol. 158
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Data reduction in the string space for efficient kNN classification through space partitioning
Applied Sciences (Switzerland), Vol. 10, Núm. 10
2019
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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
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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
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Deep neural networks for document processing of music score images
Applied Sciences (Switzerland), Vol. 8, Núm. 5