Please use this identifier to cite or link to this item: http://repositorio.inesctec.pt/handle/123456789/1802
Full metadata record
DC FieldValueLanguage
dc.contributor.authorAna Maria Rebeloen
dc.contributor.authorGuilherme Artur Capelaen
dc.contributor.authorJaime Cardosoen
dc.date.accessioned2017-11-16T12:50:20Z-
dc.date.available2017-11-16T12:50:20Z-
dc.date.issued2010en
dc.identifier.urihttp://repositorio.inesctec.pt/handle/123456789/1802-
dc.description.abstractMany musical works produced in the past are still currently available only as original manuscripts or as photocopies. The preservation of these works requires their digitalization and transformation into a machine-readable format. However, and despite the many research activities on optical music recognition (OMR), the results for handwritten musical scores are far from ideal. Each of the proposed methods lays the emphasis on different properties and therefore makes it difficult to evaluate the efficiency of a proposed method. We present in this article a comparative study of several recognition algorithms of music symbols. After a review of the most common procedures used in this context, their respective performances are compared using both real and synthetic scores. The database of scores was augmented with replicas of the existing patterns, transformed according to an elastic deformation technique. Such transformations aim to introduce invariances in the prediction with respect to the known variability in the symbols, particularly relevant on handwritten works. The following study and the adopted databases can constitute a reference scheme for any researcher who wants to confront a new OMR algorithm face to well-known ones.en
dc.languageengen
dc.relation4884en
dc.relation4858en
dc.relation3889en
dc.rightsinfo:eu-repo/semantics/openAccessen
dc.titleOptical recognition of music symbols: A comparative studyen
dc.typearticleen
dc.typePublicationen
Appears in Collections:CTM - Articles in International Journals

Files in This Item:
File Description SizeFormat 
PS-06421.pdf915.33 kBAdobe PDFView/Open


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.