A new optical music recognition system based on combined neural network

作者：Wen, Cuihong^*; Rebelo, Ana; Zhang, Jing; Cardoso, Jaime

来源：Pattern Recognition Letters, 2015, 58: 1-7.

DOI：10.1016/j.patrec.2015.02.002

• Neural network
• Optical music recognition
• Image processing

Optical music recognition (OMR) is an important tool to recognize a scanned page of music sheet automatically, which has been applied to preserving music scores. In this paper, we propose a new OMR system to recognize the music symbols without segmentation. We present a new classifier named combined neural network (CNN) that offers superior classification capability. We conduct tests on fifteen pages of music sheets, which are real and scanned images. The tests show that the proposed method constitutes an interesting contribution to OMR.

• 出版日期2015-6-1
• 单位湖南大学