Thresholding the courtesy amount of brazilian bank checks using a local methodology

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dc.contributor.authorFelix R.
dc.contributor.authorDa Silva L.A.
dc.contributor.authorDe Castro L.N.
dc.date.accessioned2024-03-13T00:59:18Z
dc.date.available2024-03-13T00:59:18Z
dc.date.issued2015
dc.description.abstract© Springer International Publishing Switzerland 2015This paper presents a new thresholding methodology for complex background images with an application to the courtesy amount of Brazilian bank checks. Courtesy amount images present a complex background and the proposal of an automatic thresholding process brings benefits to other steps in bank check clearance, such as the Optical Character Recognition (OCR). Experimental results showed that the proposed methodology yields good results, with average accuracy over 95%, superior to standard methods from the literature.
dc.description.firstpage213
dc.description.lastpage221
dc.description.volume524
dc.identifier.doi10.1007/978-3-319-19033-4_18
dc.identifier.issn1865-0929
dc.identifier.urihttps://dspace.mackenzie.br/handle/10899/36317
dc.relation.ispartofCommunications in Computer and Information Science
dc.rightsAcesso Restrito
dc.subject.otherlanguageBank checks
dc.subject.otherlanguageImage binarization
dc.subject.otherlanguageMulti-layer perceptron
dc.subject.otherlanguagePattern recognition
dc.subject.otherlanguageSupport vector machines
dc.subject.otherlanguageThresholding
dc.titleThresholding the courtesy amount of brazilian bank checks using a local methodology
dc.typeArtigo de evento
local.scopus.citations2
local.scopus.eid2-s2.0-84931023802
local.scopus.subjectAutomatic thresholding
local.scopus.subjectBank checks
local.scopus.subjectComplex background
local.scopus.subjectImage binarization
local.scopus.subjectMulti layer perceptron
local.scopus.subjectOptical character recognition (OCR)
local.scopus.subjectThresholding
local.scopus.updated2024-05-01
local.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84931023802&origin=inward
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