Please use this identifier to cite or link to this item: http://hdl.handle.net/11328/2501
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dc.contributor.authorWen, Cuihong-
dc.contributor.authorRebelo, Ana-
dc.contributor.authorZhang, Jing-
dc.contributor.authorCardoso, Jaime S.-
dc.date.accessioned2019-01-02T17:17:29Z-
dc.date.available2019-01-02T17:17:29Z-
dc.date.issued2015-
dc.identifier.citationWen, C., Rebelo, A., Zhang, J., & Cardoso, J. S. (2015). A new Optical Music Recognition system based on Combined Neural Network. Pattern Recognition Letters, 58, 1-7. Doi: 10.1016/j.patrec.2015.02.002. Disponível no Repositório UPT, http://hdl.handle.net/11328/2501pt_PT
dc.identifier.issn0167-8655-
dc.identifier.urihttp://hdl.handle.net/11328/2501-
dc.description.abstractOptical 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.pt_PT
dc.description.sponsorshipThis work is financed by Fund of Doctoral Program of the Ministry of Education (Approval No. 20110161110035) and National Natural Science Foundation of China (Approval No. 61174140, 61203016 and 61174050).pt_PT
dc.language.isoengpt_PT
dc.publisherElsevierpt_PT
dc.rightsopenAccesspt_PT
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectNeural networkpt_PT
dc.subjectOptical music recognitionpt_PT
dc.subjectImage processingpt_PT
dc.titleA new optical music recognition system based on combined neural networkpt_PT
dc.typearticlept_PT
dc.relation.publisherversionhttps://www.sciencedirect.com/science/article/pii/S0167865515000392pt_PT
dc.peerreviewedyespt_PT
degois.publication.firstPage1pt_PT
degois.publication.lastPage7pt_PT
degois.publication.volume58pt_PT
degois.publication.titlePattern Recognition Letterspt_PT
dc.identifier.doi10.1016/j.patrec.2015.02.002pt_PT
Appears in Collections:INPP - Artigos em Revistas Internacionais / Papers in International Journals

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