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Efficient Road-Sign Detection Based on Machine Learning
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dc.contributor.author Ding, Da Jun -
dc.contributor.author Yu, Jong Su -
dc.contributor.author Jung, Je Kyo -
dc.contributor.author Jin, Sung Ho -
dc.contributor.author Kwon, Soon -
dc.date.accessioned 2021-04-23T09:02:05Z -
dc.date.available 2021-04-23T09:02:05Z -
dc.date.created 2018-03-29 -
dc.date.issued 2015-01 -
dc.identifier.citation Bulletin of Networking, Computing, Systems, and Software, v.4, no.1, pp.15 - 17 -
dc.identifier.issn 2186-5140 -
dc.identifier.uri http://hdl.handle.net/20.500.11750/13339 -
dc.identifier.uri citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.668.9737&rep=rep1&type=pdf -
dc.description.abstract Road-signs which indicate the following traffic information can provide important assistance for driving safety in driving assistance system (DAS). In order to detect road-signs, we use a machine learning method in this paper. We first generate database using some image processing steps, then we use HOG for feature description. In the road marking identification step, we use SVM for this task. The designed method is applied using various video images from black box, and is verified to be robust and efficient. -
dc.language English -
dc.publisher Science & Engineering Research Support soCiety -
dc.title Efficient Road-Sign Detection Based on Machine Learning -
dc.type Article -
dc.type.local Article(Overseas) -
dc.type.rims ART -
dc.identifier.bibliographicCitation Ding, Da Jun. (2015-01). Efficient Road-Sign Detection Based on Machine Learning. -
dc.description.journalClass 1 -
dc.citation.publicationname Bulletin of Networking, Computing, Systems, and Software -
dc.contributor.nonIdAuthor Ding, Da Jun -
dc.contributor.nonIdAuthor Yu, Jong Su -
dc.contributor.nonIdAuthor Jung, Je Kyo -
dc.identifier.citationVolume 4 -
dc.identifier.citationNumber 1 -
dc.identifier.citationStartPage 15 -
dc.identifier.citationEndPage 17 -
dc.identifier.citationTitle Bulletin of Networking, Computing, Systems, and Software -
dc.description.isOpenAccess N -
dc.contributor.affiliatedAuthor Ding, Da Jun -
dc.contributor.affiliatedAuthor Yu, Jong Su -
dc.contributor.affiliatedAuthor Jung, Je Kyo -
dc.contributor.affiliatedAuthor Jin, Sung Ho -
dc.contributor.affiliatedAuthor Kwon, Soon -
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