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Vanishing Moments of a Wavelet System and Feature Set in Face Detection Problem for Color Images

by S. Patilkulkarni, H. C. Vijaylakshmi
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 66 - Number 16
Year of Publication: 2013
Authors: S. Patilkulkarni, H. C. Vijaylakshmi
10.5120/11171-6369

S. Patilkulkarni, H. C. Vijaylakshmi . Vanishing Moments of a Wavelet System and Feature Set in Face Detection Problem for Color Images. International Journal of Computer Applications. 66, 16 ( March 2013), 36-42. DOI=10.5120/11171-6369

@article{ 10.5120/11171-6369,
author = { S. Patilkulkarni, H. C. Vijaylakshmi },
title = { Vanishing Moments of a Wavelet System and Feature Set in Face Detection Problem for Color Images },
journal = { International Journal of Computer Applications },
issue_date = { March 2013 },
volume = { 66 },
number = { 16 },
month = { March },
year = { 2013 },
issn = { 0975-8887 },
pages = { 36-42 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume66/number16/11171-6369/ },
doi = { 10.5120/11171-6369 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:22:36.764938+05:30
%A S. Patilkulkarni
%A H. C. Vijaylakshmi
%T Vanishing Moments of a Wavelet System and Feature Set in Face Detection Problem for Color Images
%J International Journal of Computer Applications
%@ 0975-8887
%V 66
%N 16
%P 36-42
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

A systematic study of correlation between wavelet features and vanishing moments of wavelet system is considered for the problem of face detection in color images. It is concluded that the wavelet system with lower vanishing moments is better suited in problems such as face detection as higher vanishing moments in wavelet used actually implies redundant feature set.

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Index Terms

Computer Science
Information Sciences

Keywords

Feature extraction threshold wavelets vanishing moments

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