Face recognition based on wavelet packet decomposition and support vector machines

Li Min Cui; Yuan Yan Tang; Fu Cheng Liao; Xiu Feng Du

doi:10.1109/ICWAPR.2007.4421661

Face recognition based on wavelet packet decomposition and support vector machines

Li Min Cui^*
, Yuan Yan Tang
, Fu Cheng Liao
, Xiu Feng Du

^*Corresponding author for this work

Department of Computer Science

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

2 Citations (Scopus)

Abstract

Automated face detection and recognition is one of the most attentional branches of biometrics and it is also the one of the most active and challenging tasks for computer vision and pattern recognition. This paper present a method for face recognition based on wavelet packet decomposition and SVMs. The experiments show that the method has good performanceand reduce the greatly computation.

Original language	English
Title of host publication	Proceedings of the 2007 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR '07
Publisher	IEEE
Pages	1437-1441
Number of pages	5
Volume	3
ISBN (Electronic)	9781424410668
ISBN (Print)	1424410665, 9781424410651
DOIs	https://doi.org/10.1109/ICWAPR.2007.4421661
Publication status	Published - 2 Nov 2007
Event	2007 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR 2007 - Beijing, China Duration: 2 Nov 2007 → 4 Nov 2007

Publication series

Name	Proceedings of the International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR
Publisher	IEEE
ISSN (Print)	2158-5695
ISSN (Electronic)	2158-5709

Conference

Conference	2007 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR 2007
Country/Territory	China
City	Beijing
Period	2/11/07 → 4/11/07

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 9 Industry, Innovation, and Infrastructure

User-Defined Keywords

Face recognition
Multi-class classification
SVMs
Wavelet packet decomposition

Access to Document

10.1109/ICWAPR.2007.4421661

Cite this

Cui, L. M., Tang, Y. Y., Liao, F. C., & Du, X. F. (2007). Face recognition based on wavelet packet decomposition and support vector machines. In Proceedings of the 2007 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR '07 (Vol. 3, pp. 1437-1441). (Proceedings of the International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR). IEEE. https://doi.org/10.1109/ICWAPR.2007.4421661

Cui, Li Min ; Tang, Yuan Yan ; Liao, Fu Cheng et al. / Face recognition based on wavelet packet decomposition and support vector machines. Proceedings of the 2007 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR '07. Vol. 3 IEEE, 2007. pp. 1437-1441 (Proceedings of the International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR).

@inproceedings{ddc2967785bb4d19b7c79fccc02d4b7c,

title = "Face recognition based on wavelet packet decomposition and support vector machines",

abstract = "Automated face detection and recognition is one of the most attentional branches of biometrics and it is also the one of the most active and challenging tasks for computer vision and pattern recognition. This paper present a method for face recognition based on wavelet packet decomposition and SVMs. The experiments show that the method has good performanceand reduce the greatly computation.",

keywords = "Face recognition, Multi-class classification, SVMs, Wavelet packet decomposition",

author = "Cui, \{Li Min\} and Tang, \{Yuan Yan\} and Liao, \{Fu Cheng\} and Du, \{Xiu Feng\}",

note = "Publisher copyright: {\textcopyright} 2007 IEEE; 2007 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR 2007 ; Conference date: 02-11-2007 Through 04-11-2007",

year = "2007",

month = nov,

day = "2",

doi = "10.1109/ICWAPR.2007.4421661",

language = "English",

isbn = "1424410665",

volume = "3",

series = "Proceedings of the International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR",

publisher = "IEEE",

pages = "1437--1441",

booktitle = "Proceedings of the 2007 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR '07",

address = "United States",

}

Cui, LM, Tang, YY, Liao, FC & Du, XF 2007, Face recognition based on wavelet packet decomposition and support vector machines. in Proceedings of the 2007 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR '07. vol. 3, Proceedings of the International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR, IEEE, pp. 1437-1441, 2007 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR 2007, Beijing, China, 2/11/07. https://doi.org/10.1109/ICWAPR.2007.4421661

Face recognition based on wavelet packet decomposition and support vector machines. / Cui, Li Min; Tang, Yuan Yan; Liao, Fu Cheng et al.
Proceedings of the 2007 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR '07. Vol. 3 IEEE, 2007. p. 1437-1441 (Proceedings of the International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR).

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

TY - GEN

T1 - Face recognition based on wavelet packet decomposition and support vector machines

AU - Cui, Li Min

AU - Tang, Yuan Yan

AU - Liao, Fu Cheng

AU - Du, Xiu Feng

PY - 2007/11/2

Y1 - 2007/11/2

N2 - Automated face detection and recognition is one of the most attentional branches of biometrics and it is also the one of the most active and challenging tasks for computer vision and pattern recognition. This paper present a method for face recognition based on wavelet packet decomposition and SVMs. The experiments show that the method has good performanceand reduce the greatly computation.

AB - Automated face detection and recognition is one of the most attentional branches of biometrics and it is also the one of the most active and challenging tasks for computer vision and pattern recognition. This paper present a method for face recognition based on wavelet packet decomposition and SVMs. The experiments show that the method has good performanceand reduce the greatly computation.

KW - Face recognition

KW - Multi-class classification

KW - SVMs

KW - Wavelet packet decomposition

UR - https://www.scopus.com/pages/publications/45149116914

U2 - 10.1109/ICWAPR.2007.4421661

DO - 10.1109/ICWAPR.2007.4421661

M3 - Conference proceeding

AN - SCOPUS:45149116914

SN - 1424410665

SN - 9781424410651

VL - 3

T3 - Proceedings of the International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR

SP - 1437

EP - 1441

BT - Proceedings of the 2007 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR '07

PB - IEEE

T2 - 2007 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR 2007

Y2 - 2 November 2007 through 4 November 2007

ER -

Cui LM, Tang YY, Liao FC, Du XF. Face recognition based on wavelet packet decomposition and support vector machines. In Proceedings of the 2007 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR '07. Vol. 3. IEEE. 2007. p. 1437-1441. (Proceedings of the International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR). doi: 10.1109/ICWAPR.2007.4421661

Face recognition based on wavelet packet decomposition and support vector machines

Abstract

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UN SDGs

User-Defined Keywords

Access to Document

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