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
Link To Document