Title :
Automatic music score recognition/play system based on decision based neural network
Author :
Hori, Toyokazu ; Wada, Shinichiro ; Tai, Howzan ; Kung, S.Y.
Author_Institution :
Dept. of Electr. Eng., Princeton Univ., NJ, USA
Abstract :
This paper proposes an automatic music score recognition system based on a hierarchically structured decision based neural network (DBNN), which can classify patterns with nonlinear decision boundaries. Currently, this system yields around a 97% recognition rate for printed music scores
Keywords :
document image processing; image classification; image recognition; music; neural nets; automatic music score play system; automatic music score recognition system; hierarchically structured decision based neural network; nonlinear decision boundaries; pattern classification; printed music scores; Convergence; Density measurement; Feature extraction; Image edge detection; Length measurement; Multi-layer neural network; Multiple signal classification; Neural networks; Pattern recognition; Principal component analysis;
Conference_Titel :
Multimedia Signal Processing, 1999 IEEE 3rd Workshop on
Conference_Location :
Copenhagen
Print_ISBN :
0-7803-5610-1
DOI :
10.1109/MMSP.1999.793817
