DocumentCode :
2736335
Title :
The study and prototype system of printed music recognition
Author :
Genfang, Chen ; Shunren, Xia
Author_Institution :
Dept. of Comput., Hangzhou Teachers Coll., China
Volume :
2
fYear :
2003
fDate :
14-17 Dec. 2003
Firstpage :
1002
Abstract :
Optical Music Recognition (OMR) is the automatic recognition of a scanned page of printed music notation by computer. A new approach to this pattern recognition problem is presented in this paper. The concept of direction number has been defined according to the musical notation´s statistic and structural characteristic, and then make use of mathematical morphology theory to process musical score image and recognize musical information. Specialized algorithms are used firstly to preprocess a musical score image and then recognize stafflines, barlines, pitch, note values, clef, etc.. Finally the musical information of the musical score image is stored in the MIDI format. Making use of our proposed algorithms, which can process multiple staves per system and oblique musical score, an OMR prototype system has been developed and designed. At last, about 50 musical score image which are downloaded from the websites have been used to demonstrate the efficiency and accuracy of the system.
Keywords :
mathematical morphology; music; optical character recognition; statistics; Websites; automatic recognition; barlines recognition; mathematical morphology theory; musical information recognition; musical notations statistic characteristics; musical notations structural characteristics; musical score image; optical music recognition; pattern recognition; printed music recognition; prototype system; scanned page; stafflines recognition; Biomedical computing; Biomedical optical imaging; Image recognition; Morphology; Multiple signal classification; Music; Optical computing; Ordinary magnetoresistance; Pixel; Prototypes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
0-7803-7702-8
Type :
conf
DOI :
10.1109/ICNNSP.2003.1281038
Filename :
1281038
Link To Document :
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