Publications

Julca-Aguilar F and Hirata N (2017), "Image operator learning coupled with CNN classification and its application to staff line removal", In 14th IAPR International Conference on Document Analysis and Recognition (ICDAR). (To appear).

[BibTeX]

BibTeX:

@conference{Frank:2017,
  author = {Frank Julca-Aguilar and Nina Hirata},
  title = {Image operator learning coupled with CNN classification and its application to staff line removal},
  booktitle = {14th IAPR International Conference on Document Analysis and Recognition (ICDAR)},
  year = {2017},
  note = {(To appear)}
}

Julca-Aguilar F, Maia A and Hirata N (2017), "Text/non-text classification of connected components in document images", In 30th Conference on Graphics, Patterns, and Images (SIBGRAPI).

[BibTeX]

BibTeX:

@conference{Frank:2017b,
  author = {Frank Julca-Aguilar and Ana Maia and Nina Hirata},
  title = {Text/non-text classification of connected components in document images},
  booktitle = {30th Conference on Graphics, Patterns, and Images (SIBGRAPI)},
  year = {2017},
  note = {(To appear)}
}

Julca-Aguilar F, Hirata N, Mouchère H and Viard-Gaudin C (2016), "Subexpression and Dominant Symbol Histograms for Spatial Relation Classification in Mathematical Expressions", In 23rd International Conference on Pattern Recognition (ICPR).

[BibTeX] [URL]

BibTeX:

@conference{Frank:2016,
  author = {Frank Julca-Aguilar and Nina Hirata and Harold Mouchère and Christian Viard-Gaudin},
  title = {Subexpression and Dominant Symbol Histograms for Spatial Relation Classification in Mathematical Expressions},
  booktitle = {23rd International Conference on Pattern Recognition (ICPR)},
  year = {2016},
  note = {(To appear)},
  url = {http://ieeexplore.ieee.org/document/7900167/}
}

Julca-Aguilar F (2016), "Recognition of Online Handwritten Mathematical Expressions using Contextual Information". Thesis at: University of São Paulo and University of Nantes.

[BibTeX] [URL]

BibTeX:

@phdthesis{FrankThesis:2016,
  author = {Frank Julca-Aguilar},
  title = {Recognition of Online Handwritten Mathematical Expressions using Contextual Information},
  school = {University of São Paulo and University of Nantes},
  year = {2016},
  url = {http://www.teses.usp.br/teses/disponiveis/45/45134/tde-25072016-164800/publico/thesis.pdf}
}

Julca-Aguilar F, Mouchère H, Viard-Gaudin C and Hirata NST (2015), "Top-Down Online Handwritten Mathematical Expression Parsing with Graph Grammar", In Proceedings of the 20th Iberoamerican Congress on Pattern Recognition (CIARP).

[BibTeX] [DOI] [URL]

BibTeX:

@inproceedings{Frank:2015,
  author = {Julca-Aguilar, Frank and Mouchère, Harold and Viard-Gaudin, Christian and Hirata, Nina S. T.},
  title = {Top-Down Online Handwritten Mathematical Expression Parsing with Graph Grammar},
  booktitle = {Proceedings of the 20th Iberoamerican Congress on Pattern Recognition (CIARP)},
  year = {2015},
  url = {http://dx.doi.org/10.1007/978-3-319-25751-8_53},
  doi = {10.1007/978-3-319-25751-8_53}
}

Hirata NS and Julca-Aguilar FD (2015), "Matching based ground-truth annotation for online handwritten mathematical expressions ", Pattern Recognition .

[BibTeX] [DOI] [URL]

BibTeX:

@article{Hirata:2015,
  author = {Nina S.T. Hirata and Frank D. Julca-Aguilar},
  title = {Matching based ground-truth annotation for online handwritten mathematical expressions },
  journal = {Pattern Recognition },
  year = {2015},
  url = {http://www.sciencedirect.com/science/article/pii/S0031320314003768},
  doi = {10.1016/j.patcog.2014.09.015}
}

Julca-Aguilar F, Viard-Gaudin C, Mouchère H, Medjkoune S and Hirata N (2014), "Integration of Shape Context and Neural Networks for Symbol Recognition", In Semaine du Document Numérique et de la Recherche d'Information (SDNRI).

[BibTeX] [URL]

BibTeX:

@conference{Frank:2014a,
  author = {Frank Julca-Aguilar and Christian Viard-Gaudin and Harold Mouchère and Sofiane Medjkoune and Nina Hirata},
  title = {Integration of Shape Context and Neural Networks for Symbol Recognition},
  booktitle = {Semaine du Document Numérique et de la Recherche d'Information (SDNRI)},
  year = {2014},
  url = {http://www.asso-aria.org/cifed/2014/cifed/CIFED-19.pdf}
}

Julca-Aguilar F, Viard-Gaudin C, Mouchère H, Medjkoune S and Hirata N (2014), "Mathematical symbol hypothesis recognition with rejection option", In 14th International Conference on Frontiers in Handwriting Recognition (ICFHR).

[BibTeX] [URL]

BibTeX:

@conference{Frank:2014b,
  author = {Frank Julca-Aguilar and Christian Viard-Gaudin and Harold Mouchère and Sofiane Medjkoune and Nina Hirata},
  title = {Mathematical symbol hypothesis recognition with rejection option},
  booktitle = {14th International Conference on Frontiers in Handwriting Recognition (ICFHR)},
  year = {2014},
  url = {http://ieeexplore.ieee.org/document/6981069/}
}

Noma A, Julca-Aguilar FD and Hirata NST (2013), "Matching Expressions by using Structural Belief Propagation: First Results", In 26th The Conference on Graphics, Patterns, and Images (SIBGRAPI).

[BibTeX] [URL]

BibTeX:

@conference{Noma:2013,
  author = {Alexandre Noma and Frank D. Julca-Aguilar and Nina S. T. Hirata},
  title = {Matching Expressions by using Structural Belief Propagation: First Results},
  booktitle = {26th The Conference on Graphics, Patterns, and Images (SIBGRAPI)},
  year = {2013},
  url = {http://www.ucsp.edu.pe/sibgrapi2013/eproceedings/wip/115280.pdf}
}

Julca-Aguilar FD and Hirata NST (2012), "ExpressMatch: A System for Creating Ground-Truthed Datasets of Online Mathematical Expressions", In Proceedings of the 10th IAPR International Workshop on Document Analysis Systems (DAS).

[BibTeX] [URL]

BibTeX:

@inproceedings{Frank:2012,
  author = {Julca-Aguilar, Frank D. and Nina S. T. Hirata},
  title = {ExpressMatch: A System for Creating Ground-Truthed Datasets of Online Mathematical Expressions},
  booktitle = {Proceedings of the 10th IAPR International Workshop on Document Analysis Systems (DAS)},
  year = {2012},
  url = {http://ieeexplore.ieee.org/document/6195354/}
}