Publicacions en col·laboració amb investigadors/es de McGill University (16)

2022

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

    International Journal on Document Analysis and Recognition

2019

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

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

  2. An interactive workflow for generating chord labels for homorhythmic music in symbolic formats

    Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019

2018

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

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

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

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

  3. End-to-end neural optical music recognition of monophonic scores

    Applied Sciences (Switzerland), Vol. 8, Núm. 4

  4. Music Document Layout Analysis through Machine Learning and Human Feedback

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

  5. Optical Music Recognition by Long Short-Term Memory Networks

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

  6. Optical Music Recognition by Recurrent Neural Networks

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

  7. Pen-Based Music Document Transcription

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

  8. Pen-Based Music Document Transcription with Convolutional Neural Networks

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

  9. Pixel.js: Web-Based Pixel Classification Correction Platform for Ground Truth Creation

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

  10. Pixelwise classification for music document analysis

    Proceedings of the 7th International Conference on Image Processing Theory, Tools and Applications, IPTA 2017

2017

  1. End-to-end Optical Music Recognition using neural networks

    Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017

  2. Pixel-wise Binarization of Musical Documents with Convolutional Neural Networks

    PROCEEDINGS OF THE FIFTEENTH IAPR INTERNATIONAL CONFERENCE ON MACHINE VISION APPLICATIONS - MVA2017

  3. Pixel-wise binarization of musical documents with convolutional neural networks

    Proceedings of the 15th IAPR International Conference on Machine Vision Applications, MVA 2017