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Traffic Light Detection Using Rotated Principal Component Analysis for Video-Based Car Navigation System
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| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Joo, Sung-Kwan | - |
| dc.contributor.author | Kim, Yongkwon | - |
| dc.contributor.author | Cho, Seong Ik | - |
| dc.contributor.author | Choi, Kyoungho | - |
| dc.contributor.author | Lee, Kisung | - |
| dc.date.accessioned | 2021-09-09T02:16:42Z | - |
| dc.date.available | 2021-09-09T02:16:42Z | - |
| dc.date.created | 2021-06-10 | - |
| dc.date.issued | 2008-12 | - |
| dc.identifier.issn | 1745-1361 | - |
| dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/122363 | - |
| dc.description.abstract | This letter presents a novel approach for traffic light detection in a video frame Captured by an in-vehicle camera. The algorithm consists of rotated principal component analysis (RPCA), modified amplitude thresholding with respect to the histograms of the PC planes and final filtering with a neural network. The proposed algorithm achieves an average detection rate of 96% and is very robust to variations ill the image quality. | - |
| dc.language | English | - |
| dc.language.iso | en | - |
| dc.publisher | IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG | - |
| dc.title | Traffic Light Detection Using Rotated Principal Component Analysis for Video-Based Car Navigation System | - |
| dc.type | Article | - |
| dc.contributor.affiliatedAuthor | Joo, Sung-Kwan | - |
| dc.contributor.affiliatedAuthor | Kim, Yongkwon | - |
| dc.contributor.affiliatedAuthor | Lee, Kisung | - |
| dc.identifier.doi | 10.1093/ietisy/e91-d.12.2884 | - |
| dc.identifier.scopusid | 2-s2.0-67650033083 | - |
| dc.identifier.wosid | 000262010400015 | - |
| dc.identifier.bibliographicCitation | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, v.E91D, no.12, pp.2884 - 2887 | - |
| dc.relation.isPartOf | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | - |
| dc.citation.title | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | - |
| dc.citation.volume | E91D | - |
| dc.citation.number | 12 | - |
| dc.citation.startPage | 2884 | - |
| dc.citation.endPage | 2887 | - |
| dc.type.rims | ART | - |
| dc.type.docType | Article | - |
| dc.description.journalClass | 1 | - |
| dc.description.journalRegisteredClass | scie | - |
| dc.description.journalRegisteredClass | scopus | - |
| dc.relation.journalResearchArea | Computer Science | - |
| dc.relation.journalWebOfScienceCategory | Computer Science, Information Systems | - |
| dc.relation.journalWebOfScienceCategory | Computer Science, Software Engineering | - |
| dc.subject.keywordAuthor | car navigation system | - |
| dc.subject.keywordAuthor | traffic light | - |
| dc.subject.keywordAuthor | crossroad detection | - |
| dc.subject.keywordAuthor | principal component analysis | - |
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