Please use this identifier to cite or link to this item: http://repositorio.inesctec.pt/handle/123456789/6089
Title: A new optical music recognition system based on combined neural network
Authors: Wen,CH
Ana Maria Rebelo
Zhang,J
Jaime Cardoso
Issue Date: 2015
Abstract: 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.
URI: http://repositorio.inesctec.pt/handle/123456789/6089
http://dx.doi.org/10.1016/j.patrec.2015.02.002
metadata.dc.type: article
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Appears in Collections:CTM - Articles in International Journals

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