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

[41] A Comparative Study of Several Face Recognition Algorithms Based on PCA
Dong Xiaoqian
Huang Huan
Wen Hongyan
[J]. THIRD INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND COMPUTATIONAL TECHNOLOGY (ISCSCT 2010), 2010, : 443 - 446
[42] DECISION-LEVEL FUSION OF PCA AND LDA-BASED FACE RECOGNITION ALGORITHMS
Marcialis, Gian Luca
Roli, Fabio
[J]. INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2006, 6 (02) : 293 - 311
[43] Perturbation analysis on PCA plus graph embedding methods and PCA plus exponential graph embedding methods
Shi, Wenya
Wu, Gang
[J]. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2024, 444
[44] Statistics in face recognition: Analyzing probability distributions of PCA, ICA and LDA performance results
Delac, K
Grgic, M
Grgic, S
[J]. ISPA 2005: PROCEEDINGS OF THE 4TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS, 2005, : 289 - 294
[45] Comparison of PCA, LDA and Gabor Features for Face Recognition Using Fuzzy Neural Network
Pankaj, Dhanya S.
Wilscy, M.
[J]. ADVANCES IN COMPUTING AND INFORMATION TECHNOLOGY, VOL 2, 2013, 177 : 413 - +
[46] Block-wise 2D kernel PCA/LDA for face recognition
Eftekhari, Armin
Forouzanfar, Mohamad
Moghaddam, Hamid Abrishami
Alirezaie, Javad
[J]. INFORMATION PROCESSING LETTERS, 2010, 110 (17) : 761 - 766
[47] Research and Implementation of PCA Face Recognition Algorithm Based on Matlab
Fu, Qi
[J]. INTERNATIONAL CONFERENCE ON ENGINEERING TECHNOLOGY AND APPLICATION (ICETA 2015), 2015, 22
[48] Tensorial biometric signal recognition based on multilinear PCA Plus GTDA
[J]. 1600, AMSE Press, 16 Avenue Grauge Blanche, Tassin-la-Demi-Lune, 69160, France (59):
[49] Application of PCA and LDA methods on gloss recognition research in TCM complexion inspection
Rui-Zhou
Li, Fu-feng
Wang, Yi-Qin
Zheng, Xiao-Yan
Zhao, Rui-Wei
Li, Guo-Zheng
[J]. 2010 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS (BIBMW), 2010, : 666 - 669
[50] PCA plus HMM plus SVM for EEG pattern classification
Lee, HK
Choi, SJ
[J]. SEVENTH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, VOL 1, PROCEEDINGS, 2003, : 541 - 544

← 1 2 3 4 5 →