Implementation of color face recognition using PCA and k-NN classifier
| dc.contributor.author | Eyüpoğlu, Can | |
| dc.date.accessioned | 2020-11-21T15:56:46Z | |
| dc.date.available | 2020-11-21T15:56:46Z | |
| dc.date.issued | 2016 | en_US |
| dc.department | İstanbul Ticaret Üniversitesi | en_US |
| dc.description | IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, EIConRusNW 2016 -- 2 February 2016 through 3 February 2016 -- -- 121142 | en_US |
| dc.description.abstract | The topic of color face recognition has received significant attention in recent years and has become one of the important parts of image analysis and pattern recognition research. Furthermore, it is used in various applications related to person identification, video surveillance, access control, smart card, passport, information and social security, etc. In this study, k-Nearest Neighbors (k-NN) is used in order to classify color face images. Firstly, the classification is performed using only k-NN classifier. After that Principal Component Analysis (PCA) and k-NN classifier are used together. In addition, these two methods are implemented for different color space models and k values. Finally, the experiment results are compared with each other. © 2016 IEEE. | en_US |
| dc.identifier.doi | 10.1109/EIConRusNW.2016.7448153 | en_US |
| dc.identifier.endpage | 202 | en_US |
| dc.identifier.isbn | 9781510000000 | |
| dc.identifier.scopus | 2-s2.0-84966553236 | en_US |
| dc.identifier.scopusquality | N/A | en_US |
| dc.identifier.startpage | 199 | en_US |
| dc.identifier.uri | https://doi.org/10.1109/EIConRusNW.2016.7448153 | |
| dc.identifier.uri | https://hdl.handle.net/11467/4178 | |
| dc.identifier.wos | WOS:000382668900050 | en_US |
| dc.identifier.wosquality | N/A | en_US |
| dc.indekslendigikaynak | Web of Science | en_US |
| dc.indekslendigikaynak | Scopus | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_US |
| dc.relation.ispartof | Proceedings of the 2016 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, EIConRusNW 2016 | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | color face recognition | en_US |
| dc.subject | image analysis | en_US |
| dc.subject | k-NN classifier | en_US |
| dc.subject | PCA | en_US |
| dc.title | Implementation of color face recognition using PCA and k-NN classifier | en_US |
| dc.type | Conference Object | en_US |
