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A Hybrid Method for Face Recognition using LLS CLAHE Method
by
A. Thamizharasi,
Jayasudha J. S.
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 152 - Number 7 |
| Year of Publication: 2016 |
| Authors: A. Thamizharasi, Jayasudha J. S. |
10.5120/ijca2016911898
|
A. Thamizharasi, Jayasudha J. S. . A Hybrid Method for Face Recognition using LLS CLAHE Method. International Journal of Computer Applications. 152, 7 ( Oct 2016), 33-37. DOI=10.5120/ijca2016911898
@article{
10.5120/ijca2016911898,
author = {
A. Thamizharasi,
Jayasudha J. S.
},
title = { A Hybrid Method for Face Recognition using LLS CLAHE Method },
journal = {
International Journal of Computer Applications
},
issue_date = { Oct 2016 },
volume = { 152 },
number = { 7 },
month = { Oct },
year = { 2016 },
issn = { 0975-8887 },
pages = {
33-37
},
numpages = {9},
url = {
https://ijcaonline.org/archives/volume152/number7/26335-2016911898/
},
doi = { 10.5120/ijca2016911898 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:57:35.584264+05:30
%A A. Thamizharasi
%A Jayasudha J. S.
%T A Hybrid Method for Face Recognition using LLS CLAHE Method
%J International Journal of Computer Applications
%@ 0975-8887
%V 152
%N 7
%P 33-37
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract
Face recognition is an active research work since its use is widespread in many applications. The proposed work is to develop a hybrid illumination pre-processing method for face recognition by combining two-dimensional Discrete Wavelet Transform (2D DWT) and Contrast Limited Adaptive Histogram Equalization (CLAHE). 2D DWT is applied on the original image and the LL sub-band of DWT coefficients is extracted. These coefficients are multiplied by a scaling factor and then CLAHE is applied on it. The image obtained is termed as LLS CLAHE. The face recognition of LLS CLAHE is done using Gabor fisher classifier method. The efficiency of the proposed method is tested on AR, Yale and ORL, Extended Yale B and CMU PIE databases. The experimental results prove that LLS CLAHE using Gabor fisher is an effective method for images under varying illuminations.
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Index Terms
Computer Science
Information Sciences
Keywords