Face recognition based on PCA and SVM optimized by MEB

Gao Wei; Zhao Hai; Mei Zhan; Zhang Lizhong

doi:10.1109/ICINIS.2010.40

Face recognition based on PCA and SVM optimized by MEB

Gao Wei, Zhao Hai, Mei Zhan, Zhang Lizhong

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Abstract

Face recognition has been widely researched in the classification issues. This paper proposed a new framework of face recognition based on PCA and SVM. In order to reduce the computation of SVM algorithm in the framework, MEB was introduced into the framework. Experimental results have shown that the proposed algorithm can get better results than basic PCA and PCA-SVM algorith.

Original language	English
Title of host publication	Proceedings - 3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010
Pages	68-71
Number of pages	4
DOIs	https://doi.org/10.1109/ICINIS.2010.40
State	Published - 2010
Externally published	Yes
Event	3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010 - Shenyang, China Duration: 1 Nov 2010 → 3 Nov 2010

Publication series

Name	Proceedings - 3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010

Conference

Conference	3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010
Country/Territory	China
City	Shenyang
Period	1/11/10 → 3/11/10

Keywords

Face recognition
MEB
PCA
SVM

Access to Document

10.1109/ICINIS.2010.40

Cite this

Wei, G., Hai, Z., Zhan, M., & Lizhong, Z. (2010). Face recognition based on PCA and SVM optimized by MEB. In Proceedings - 3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010 (pp. 68-71). Article 5693681 (Proceedings - 3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010). https://doi.org/10.1109/ICINIS.2010.40

@inproceedings{27a0cab6f0aa437bb9662c778cc65b42,

title = "Face recognition based on PCA and SVM optimized by MEB",

abstract = "Face recognition has been widely researched in the classification issues. This paper proposed a new framework of face recognition based on PCA and SVM. In order to reduce the computation of SVM algorithm in the framework, MEB was introduced into the framework. Experimental results have shown that the proposed algorithm can get better results than basic PCA and PCA-SVM algorith.",

keywords = "Face recognition, MEB, PCA, SVM",

author = "Gao Wei and Zhao Hai and Mei Zhan and Zhang Lizhong",

year = "2010",

doi = "10.1109/ICINIS.2010.40",

language = "英语",

isbn = "9780769542492",

series = "Proceedings - 3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010",

pages = "68--71",

booktitle = "Proceedings - 3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010",

note = "3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010 ; Conference date: 01-11-2010 Through 03-11-2010",

}

Wei, G, Hai, Z, Zhan, M & Lizhong, Z 2010, Face recognition based on PCA and SVM optimized by MEB. in Proceedings - 3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010., 5693681, Proceedings - 3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010, pp. 68-71, 3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010, Shenyang, China, 1/11/10. https://doi.org/10.1109/ICINIS.2010.40

Face recognition based on PCA and SVM optimized by MEB. / Wei, Gao; Hai, Zhao; Zhan, Mei et al.
Proceedings - 3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010. 2010. p. 68-71 5693681 (Proceedings - 3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Face recognition based on PCA and SVM optimized by MEB

AU - Wei, Gao

AU - Hai, Zhao

AU - Zhan, Mei

AU - Lizhong, Zhang

PY - 2010

Y1 - 2010

N2 - Face recognition has been widely researched in the classification issues. This paper proposed a new framework of face recognition based on PCA and SVM. In order to reduce the computation of SVM algorithm in the framework, MEB was introduced into the framework. Experimental results have shown that the proposed algorithm can get better results than basic PCA and PCA-SVM algorith.

AB - Face recognition has been widely researched in the classification issues. This paper proposed a new framework of face recognition based on PCA and SVM. In order to reduce the computation of SVM algorithm in the framework, MEB was introduced into the framework. Experimental results have shown that the proposed algorithm can get better results than basic PCA and PCA-SVM algorith.

KW - Face recognition

KW - MEB

KW - PCA

KW - SVM

UR - http://www.scopus.com/inward/record.url?scp=79951753613&partnerID=8YFLogxK

U2 - 10.1109/ICINIS.2010.40

DO - 10.1109/ICINIS.2010.40

M3 - 会议稿件

AN - SCOPUS:79951753613

SN - 9780769542492

T3 - Proceedings - 3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010

SP - 68

EP - 71

BT - Proceedings - 3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010

T2 - 3rd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2010

Y2 - 1 November 2010 through 3 November 2010

ER -

Face recognition based on PCA and SVM optimized by MEB

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this