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http://dx.doi.org/10.13067/JKIECS.2011.6.1.084

Automatic Recognition and Performance of Printed Musical Sheets Using Fuzzy ART  

Kim, Kwang-Baek (신라대학교 컴퓨터공학과)
Lee, Won-Joo (인하공업전문대학 컴퓨터정보과)
Woo, Young-Woon (동의대학교 멀티미디어공학과)
Publication Information
The Journal of the Korea institute of electronic communication sciences / v.6, no.1, 2011 , pp. 84-89 More about this Journal
Abstract
Musical sheet recognition is an emerging area as the role of computers in music increases. Although there are several well-known programs for composition, they have a limitation in that they cannot edit or play music generated from other programs. In this paper, we propose an algorithm that can read, recognize, and play music using printed sheets. The proposed algorithm first removes lines using horizontal histogram and extracts symbols. The symbols belong to one of the three categories; notes, rests, and other signs. Notes are recognized using the context information and rests and signs are recognized using a fuzzy ART algorithm. The proposed algorithm were applied to 50 pages of musical sheets and the experimental results showed that it is effective in automatic recognition of musical sheets.
Keywords
Musical Sheet; Morphology; Grassfire Algorithm; Fuzzy ART;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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