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dc.contributor.authorAmelio, Alessiaen
dc.contributor.authorBrodić, Darkoen
dc.contributor.authorJanković, Radmilaen
dc.date.accessioned2020-04-27T10:55:20Z-
dc.date.available2020-04-27T10:55:20Z-
dc.date.issued2018-01-01en
dc.identifier.issn0868-4952en
dc.identifier.urihttp://researchrepository.mi.sanu.ac.rs/handle/123456789/929-
dc.description.abstractThis paper introduces a new similarity measure derived from the Common Submatrix-based measures for comparing square matrices. The novelty is that the similarity between two matrices is computed as the average area of the largest sub-matrices exactly matching and being located at the same position in the two matrices. By contrast, in the original similarity measures, the largest sub-matrices can exactly or approximately match and be located at different positions. An experiment conducted on a subset of the MNIST and NIST datasets shows that the new similarity measure is very promising in retrieving relevant handwritten character images.en
dc.publisherVilnius University-
dc.relationDevelopment of new information and communication technologies, based on advanced mathematical methods, with applications in medicine, telecommunications, power systems, protection of national heritage and education-
dc.relationDevelopment and application of distributed system for monitoring and control of electrical energy consumption for large consumers-
dc.relation.ispartofInformatica (Netherlands)en
dc.subject2d array | characters recognition | image processing | pattern matching | similarityen
dc.titleThe extended-average common submatrix similarity measure with application to handwritten character imagesen
dc.typeArticleen
dc.identifier.doi10.15388/Informatica.2018.173en
dc.identifier.scopus2-s2.0-85066804777en
dc.relation.firstpage399en
dc.relation.lastpage420en
dc.relation.issue3en
dc.relation.volume29en
dc.description.rankM21-
item.cerifentitytypePublications-
item.openairetypeArticle-
item.fulltextNo Fulltext-
item.grantfulltextnone-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
crisitem.author.orcid0000-0003-3424-134X-
crisitem.project.funderNIH-
crisitem.project.projectURLhttp://www.mi.sanu.ac.rs/novi_sajt/research/projects/044006e.php-
crisitem.project.fundingProgramNATIONAL HEART, LUNG, AND BLOOD INSTITUTE-
crisitem.project.fundingProgramNATIONAL INSTITUTE OF ALLERGY AND INFECTIOUS DISEASES-
crisitem.project.openAireinfo:eu-repo/grantAgreement/NIH/NATIONAL HEART, LUNG, AND BLOOD INSTITUTE/5R01HL044006-04-
crisitem.project.openAireinfo:eu-repo/grantAgreement/NIH/NATIONAL INSTITUTE OF ALLERGY AND INFECTIOUS DISEASES/1R03AI133037-01A1-
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