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http://dx.doi.org/10.6109/jkiice.2013.17.5.1064

Musical Score Recognition with SOM and Enhanced ART-1  

Kim, Kwang-Baek (신라대학교 컴퓨터공학과)
Publication Information
Journal of the Korea Institute of Information and Communication Engineering / v.17, no.5, 2013 , pp. 1064-1069 More about this Journal
Abstract
In this paper, we propose a Musical Score Recognition with SOM and Enhanced ART-1 Algorithm. First, we apply Hough transform and Otsu's binarization to the original BMP format image and extract notes from separated passages by histogram analysis with removing staff lines. Then extracted musical notes are normalized to same size by SOM algorithm and ART-1 algorithm plays the learning and recognition role. The experiment verifies that the proposed method is quite effective on printed musical score recognition.
Keywords
SOM; ART-1; Musical Score Recognition; Staff Lines; Musical Notes;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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