Efficient dynamic time warping for 3D handwriting recognition using gyroscope equipped smartphones
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Dae-Won | - |
dc.contributor.author | Lee, Jaesung | - |
dc.contributor.author | Lim, Hyunki | - |
dc.contributor.author | Seo, Jeongbong | - |
dc.contributor.author | Kang, Bo-Yeong | - |
dc.date.available | 2019-03-08T21:01:16Z | - |
dc.date.issued | 2014-09 | - |
dc.identifier.issn | 0957-4174 | - |
dc.identifier.issn | 1873-6793 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/11826 | - |
dc.description.abstract | Handwriting character recognition from three-dimensional (3D) accelerometer data has emerged as a popular technique for natural human computer interaction. In this paper, we propose a 3D gyroscope-based handwriting recognition system that uses stepwise lower-bounded dynamic time warping, instead of conventional 3D accelerometer data. The results of experiments conducted indicate that our proposed method is more effective and efficient than conventional methods for user-independent recognition of the 26 lowercase letters in the English alphabet. (C) 2014 Elsevier Ltd. All rights reserved. | - |
dc.format.extent | 10 | - |
dc.language | 영어 | - |
dc.language.iso | ENG | - |
dc.publisher | PERGAMON-ELSEVIER SCIENCE LTD | - |
dc.title | Efficient dynamic time warping for 3D handwriting recognition using gyroscope equipped smartphones | - |
dc.type | Article | - |
dc.identifier.doi | 10.1016/j.eswa.2014.03.011 | - |
dc.identifier.bibliographicCitation | EXPERT SYSTEMS WITH APPLICATIONS, v.41, no.11, pp 5180 - 5189 | - |
dc.description.isOpenAccess | N | - |
dc.identifier.wosid | 000336191800016 | - |
dc.identifier.scopusid | 2-s2.0-84898016158 | - |
dc.citation.endPage | 5189 | - |
dc.citation.number | 11 | - |
dc.citation.startPage | 5180 | - |
dc.citation.title | EXPERT SYSTEMS WITH APPLICATIONS | - |
dc.citation.volume | 41 | - |
dc.type.docType | Article | - |
dc.publisher.location | 영국 | - |
dc.subject.keywordAuthor | 3D handwriting recognition | - |
dc.subject.keywordAuthor | Dynamic time warping | - |
dc.subject.keywordAuthor | Gyroscope | - |
dc.subject.keywordAuthor | Accelerometer | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalResearchArea | Operations Research & Management Science | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Artificial Intelligence | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.relation.journalWebOfScienceCategory | Operations Research & Management Science | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
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