Research Article
Robust Face Detection using Fusion of Haar and Daubechies Orthogonal Wavelet Template
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 46 - Issue 6 |
| Published: May 2012 |
| Authors: Chirag I Patel, Sanjay Garg |
10.5120/6915-9315
|
Chirag I Patel, Sanjay Garg . Robust Face Detection using Fusion of Haar and Daubechies Orthogonal Wavelet Template. International Journal of Computer Applications. 46, 6 (May 2012), 38-44. DOI=10.5120/6915-9315
@article{ 10.5120/6915-9315,
author = { Chirag I Patel,Sanjay Garg },
title = { Robust Face Detection using Fusion of Haar and Daubechies Orthogonal Wavelet Template },
journal = { International Journal of Computer Applications },
year = { 2012 },
volume = { 46 },
number = { 6 },
pages = { 38-44 },
doi = { 10.5120/6915-9315 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2012
%A Chirag I Patel
%A Sanjay Garg
%T Robust Face Detection using Fusion of Haar and Daubechies Orthogonal Wavelet Template%T
%J International Journal of Computer Applications
%V 46
%N 6
%P 38-44
%R 10.5120/6915-9315
%I Foundation of Computer Science (FCS), NY, USA
Abstract
Face detection is fundamental step in the process of face recognition. This work presents a robust approach for Face detection. Orthogonal wavelet considerer details of images and its multi-resolution representation. Template making procedure consider lots of face images. After that orthogonal wavelet transform is applied on that each image and make one template of face after averaging all wavelet transform images coefficients, and using matching algorithm that template is matched with test images and thus face is detected in images. Experimental results indicate that this approach is more efficient and accurate for robust domain
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