DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, KI | ko |
dc.contributor.author | Jung, K | ko |
dc.contributor.author | Kim, JinHyung | ko |
dc.date.accessioned | 2009-07-23T06:56:30Z | - |
dc.date.available | 2009-07-23T06:56:30Z | - |
dc.date.created | 2012-02-06 | - |
dc.date.created | 2012-02-06 | - |
dc.date.issued | 2003-12 | - |
dc.identifier.citation | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.25, no.12, pp.1631 - 1639 | - |
dc.identifier.issn | 0162-8828 | - |
dc.identifier.uri | http://hdl.handle.net/10203/10240 | - |
dc.description.abstract | The current paper presents a novel texture-based method for detecting texts in images. A support vector machine (SVM) is used to analyze the textural properties of texts. No external texture feature extraction module is used; rather, the intensities of the raw pixels that make up the textural pattern are fed directly to the SVM, which works well even in high-dimensional spaces. Next, text regions are identified by applying a continuously adaptive mean shift algorithm (CAMSHIFT) to the results of the texture analysis. The combination of CAMSHIFT and SVMs produces both robust and efficient text detection, as time-consuming texture analyses for less relevant pixels are restricted, leaving only a small part of the input image to be texture-analyzed. | - |
dc.language | English | - |
dc.language.iso | en_US | en |
dc.publisher | IEEE COMPUTER SOC | - |
dc.subject | FACE DETECTION | - |
dc.subject | VIDEO | - |
dc.title | Texture-based approach for text detection in images using support vector machines and continuously adaptive mean shift algorithm | - |
dc.type | Article | - |
dc.identifier.wosid | 000186765000014 | - |
dc.identifier.scopusid | 2-s2.0-0346750538 | - |
dc.type.rims | ART | - |
dc.citation.volume | 25 | - |
dc.citation.issue | 12 | - |
dc.citation.beginningpage | 1631 | - |
dc.citation.endingpage | 1639 | - |
dc.citation.publicationname | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | - |
dc.embargo.liftdate | 9999-12-31 | - |
dc.embargo.terms | 9999-12-31 | - |
dc.contributor.localauthor | Kim, JinHyung | - |
dc.contributor.nonIdAuthor | Kim, KI | - |
dc.contributor.nonIdAuthor | Jung, K | - |
dc.type.journalArticle | Article | - |
dc.subject.keywordAuthor | text detection | - |
dc.subject.keywordAuthor | image indexing | - |
dc.subject.keywordAuthor | texture analysis | - |
dc.subject.keywordAuthor | support vector machine | - |
dc.subject.keywordAuthor | CAMSHIFT | - |
dc.subject.keywordPlus | FACE DETECTION | - |
dc.subject.keywordPlus | VIDEO | - |
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