• DocumentCode
    1147298
  • Title

    Staff Detection with Stable Paths

  • Author

    Cardoso, Jaime Dos Santos ; Capela, Artur ; Rebelo, Ana ; Guedes, Carlos ; Costa, Joaquim Pinto da

  • Author_Institution
    Fac. de Eng., Univ. do Porto, Porto
  • Volume
    31
  • Issue
    6
  • fYear
    2009
  • fDate
    6/1/2009 12:00:00 AM
  • Firstpage
    1134
  • Lastpage
    1139
  • Abstract
    The preservation of musical works produced in the past requires their digitalization and transformation into a machine-readable format. The processing of handwritten musical scores by computers remains far from ideal. One of the fundamental stages to carry out this task is the staff line detection. We investigate a general-purpose, knowledge-free method for the automatic detection of music staff lines based on a stable path approach. Lines affected by curvature, discontinuities, and inclination are robustly detected. Experimental results show that the proposed technique consistently outperforms well-established algorithms.
  • Keywords
    document image processing; handwritten character recognition; music; automatic detection; digitalization; handwritten musical scores processing; machine-readable format; music staff lines; stable path approach; staff line detection; document image processing; image analysis; optical character recognition; optical music recognition; Algorithms; Artificial Intelligence; Documentation; Image Enhancement; Image Interpretation, Computer-Assisted; Music; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/TPAMI.2009.34
  • Filename
    4775904