Publicaciones en colaboración con investigadores/as de Universidad Politécnica de Valencia (22)

2023

  1. End-to-End page-Level assessment of handwritten text recognition

    Pattern Recognition, Vol. 142

2019

  1. A selectional auto-encoder approach for document image binarization

    Pattern Recognition, Vol. 86, pp. 37-47

  2. Data augmentation via variational auto-encoders

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

  3. Handwritten Music Recognition for Mensural notation with convolutional recurrent neural networks

    Pattern Recognition Letters, Vol. 128, pp. 115-121

  4. Hybrid hidden Markov models and artificial neural networks for handwritten music recognition in mensural notation

    Pattern Analysis and Applications, Vol. 22, Núm. 4, pp. 1573-1584

  5. Music symbol sequence indexing in medieval plainchant manuscripts

    Proceedings of the International Conference on Document Analysis and Recognition, ICDAR

2018

  1. A baseline for general music object detection with deep learning

    Applied Sciences (Switzerland), Vol. 8, Núm. 9

  2. An end-to-end framework for audio-to-score music transcription on monophonic excerpts

    Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018

  3. Camera-primus: Neural end-to-end optical music recognition on realistic monophonic scores

    Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018

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

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

  5. Discussion Group Summary: Optical Music Recognition

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

  6. Document analysis of music score images with selectional auto-encoders

    Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018

  7. How current optical music recognition systems are becoming useful for digital libraries

    ACM International Conference Proceeding Series

  8. Improving Convolutional Neural Networks' accuracy in noisy environments using k-Nearest Neighbors

    Applied Sciences (Switzerland), Vol. 8, Núm. 11

  9. Muret: A music recognition, encoding, and transcription tool

    ACM International Conference Proceeding Series

  10. Optical music recognition in mensural notation with region-based convolutional neural networks

    Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018

  11. Probabilistic music-symbol spotting in handwritten scores

    Proceedings of International Conference on Frontiers in Handwriting Recognition, ICFHR

2017

  1. Handwritten Music Recognition for Mensural Notation: Formulation, Data and Baseline Results

    Proceedings of the International Conference on Document Analysis and Recognition, ICDAR

2016

  1. Early Handwritten Music Recognition with Hidden Markov Models

    PROCEEDINGS OF 2016 15TH INTERNATIONAL CONFERENCE ON FRONTIERS IN HANDWRITING RECOGNITION (ICFHR)

  2. Early handwritten music recognition with Hidden Markov Models

    Proceedings of International Conference on Frontiers in Handwriting Recognition, ICFHR