Eigen Directional Bit-Planes for Robust Face Recognition
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lei, Lei | - |
dc.contributor.author | Kim, Seung-Wook | - |
dc.contributor.author | Park, Won-Jae | - |
dc.contributor.author | Kim, Dae-Hwan | - |
dc.contributor.author | Ko, Sung-Jea | - |
dc.date.accessioned | 2021-09-05T03:29:11Z | - |
dc.date.available | 2021-09-05T03:29:11Z | - |
dc.date.created | 2021-06-15 | - |
dc.date.issued | 2014-11 | - |
dc.identifier.issn | 0098-3063 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/96928 | - |
dc.description.abstract | A visible image-based face recognition system can be seriously degraded in real-life environments by various factors including illumination changes, expression changes, occlusion, and disguise. In this paper, a novel feature descriptor for robust face recognition, Eigen Directional Bit-Plane (EDBP), is introduced to address these issues. It is observed that Local Binary Pattern (LBP) can be decomposed into 8 directional bit-planes (DBP), each of which represents certain directional information of the facial image. Principal Component Analysis (PCA) is then applied to the DBP space to obtain a more compact feature, the EDBP. For face recognition, the proposed EDBP is integrated into conventional state-of-the-art classification methods. Simulation results demonstrate that classifiers with EDBP outperform those with existing feature descriptors under illumination changes, expression changes, occlusion, and disguise(1). | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.subject | EXPRESSION RECOGNITION | - |
dc.subject | PATTERNS | - |
dc.subject | CLASSIFICATION | - |
dc.subject | PROJECTION | - |
dc.title | Eigen Directional Bit-Planes for Robust Face Recognition | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Ko, Sung-Jea | - |
dc.identifier.doi | 10.1109/TCE.2014.7027346 | - |
dc.identifier.scopusid | 2-s2.0-84923817801 | - |
dc.identifier.wosid | 000349624500021 | - |
dc.identifier.bibliographicCitation | IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, v.60, no.4, pp.702 - 709 | - |
dc.relation.isPartOf | IEEE TRANSACTIONS ON CONSUMER ELECTRONICS | - |
dc.citation.title | IEEE TRANSACTIONS ON CONSUMER ELECTRONICS | - |
dc.citation.volume | 60 | - |
dc.citation.number | 4 | - |
dc.citation.startPage | 702 | - |
dc.citation.endPage | 709 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalResearchArea | Telecommunications | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.relation.journalWebOfScienceCategory | Telecommunications | - |
dc.subject.keywordPlus | EXPRESSION RECOGNITION | - |
dc.subject.keywordPlus | PATTERNS | - |
dc.subject.keywordPlus | CLASSIFICATION | - |
dc.subject.keywordPlus | PROJECTION | - |
dc.subject.keywordAuthor | Face Recognition | - |
dc.subject.keywordAuthor | Eigen Directional Bit-Plane (EDBP) | - |
dc.subject.keywordAuthor | Local Binary Pattern (LBP) | - |
dc.subject.keywordAuthor | Principal Component Analysis (PCA) | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
(02841) 서울특별시 성북구 안암로 14502-3290-1114
COPYRIGHT © 2021 Korea University. All Rights Reserved.
Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.