Comparative Research of PCA plus AdaBoost and PCA plus LDA for Face Recognition Technology

被引：0

作者：

Fan, ShaSha ^{[1
]}

Du, Yang ^{[1
]}

Zhao, Jia ^{[1
]}

Wang, Qiang ^{[1
]}

Guo, Fei ^{[1
]}

机构：

[1] Beijing Inst Fash Technol, Sch Informat Engn, Beijing 100029, Peoples R China

来源：

PROCEEDINGS OF THE 2015 INTERNATIONAL INDUSTRIAL INFORMATICS AND COMPUTER ENGINEERING CONFERENCE | 2015年

关键词：

Face Recognition; CA plus AdaBoost; PCA plus LDA;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Despite of the development of face recognition technology; face recognition rate is not high, which brings some inconvenience in our application. This paper carry on a simple introduction of PCA+AdaBoostalgorithm and PCA+LDA algorithm and makes a simple comparison at the end. PCA+AdaBoost algorithm and PCA+LDA algorithm are both relevant to the feature space, so it can be better to compare.

引用

页码：1009 / 1013

页数：5

共 50 条

[1] Resampling LDA/QR and PCA plus LDA for face recognition
Liu, J
Chen, SC
[J]. AI 2005: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2005, 3809 : 1221 - 1224
[2] PCA plus F-LDA: A new approach to face recognition
Wang, Huiyuan
Wang, Zengfeng
Leng, Yan
Wu, Xiaojuan
Li, Qing
[J]. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2007, 21 (06) : 1059 - 1068
[3] Face recognition based on PCA/KPCA plus CCA
He, YH
Zhao, L
Zou, CR
[J]. ADVANCES IN NATURAL COMPUTATION, PT 2, PROCEEDINGS, 2005, 3611 : 71 - 74
[4] Face recognition research based on improved PCA and improved LDA
Gan, Junying
Shao, Pan
Xiao, Juan
[J]. Journal of Information and Computational Science, 2010, 7 (12): : 2513 - 2520
[5] An Extended PCA and LDA for color face recognition
Kang, Qiong
Peng, Lingling
[J]. THIRD INTERNATIONAL CONFERENCE ON INFORMATION SECURITY AND INTELLIGENT CONTROL (ISIC 2012), 2012, : 345 - 348
[6] Facial expression recognition using local Gabor filters and PCA plus LDA
Pumlumchiak, Tanapol
Vittayakorn, Sirion
[J]. 2017 9TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND ELECTRICAL ENGINEERING (ICITEE), 2017,
[7] Research on Face Recognition Technology Based on PCA and SVM
Zhang, Shu
Li, Zi-Yue
Liu, Yu-Chao
[J]. PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON MODELLING, IDENTIFICATION AND CONTROL (ICMIC2019), 2020, 582 : 75 - 85
[8] Face recognition based on PCA image reconstruction and LDA
Zhou, Changjun
Wang, Lan
Zhang, Qiang
Wei, Xiaopeng
[J]. OPTIK, 2013, 124 (22): : 5599 - 5603
[9] Support vector machines, PCA and LDA in face recognition
Mazanec, Jan
Melisek, Martin
Oravec, Milos
Pavlovicova, Jarmila
[J]. JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS, 2008, 59 (04): : 203 - 209
[10] Using a generalized linear mixed model to study the configuration space of a PCA plus LDA human face recognition algorithm
Givens, GH
Beveridge, JR
Draper, BA
Bolme, D
[J]. ARTICULATED MOTION AND DEFORMABLE OBJECTS, PROCEEDINGS, 2004, 3179 : 1 - 11

← 1 2 3 4 5 →