International Journal of Information and Communication Technology Research
مجله بین المللی ارتباطات و فناوری اطلاعات
International Journal of Information and Communication Technology Research
Engineering & Technology
http://ijict.itrc.ac.ir
1
admin
2251-6107
2783-4425
doi
1652
25391
en
jalali
1392
9
1
gregorian
2013
12
1
5
4
online
1
fulltext
fa
Face Verification Using Local Binary Patterns and Sparse Representation Techniques
فناوری اطلاعات
Information Technology
پژوهشي
Research
<p>We present a novel method of face verification which is based on the concept and principles of sparse representation of signals. The sparse representation techniques are used in both feature extraction and classification steps. The proposed method is relatively invariant to changes in imaging conditions such as illumination variations. This is due to the characteristics of the sparse sampling method. In order to improve the invariance properties of the system, the feature extraction algorithm is motivated by using the Local Binary Pattern (LBP) features. Our experimental studies on the XM2VTS and XM2VTS-DARK datasets demonstrate that the proposed method improves the performance of the verification system.</p>
Face Verification, Sparse Representation, Sparsity Preserving Projection (SPP), Sparse Representation Classifier (SRC), Local Binary Pattern(LBP)
37
45
http://ijict.itrc.ac.ir/browse.php?a_code=A-10-27-117&slc_lang=fa&sid=1
Yalda
Amidi
1003194753284600385
1003194753284600385
Yes
Mohammad Taghi
Sadeghi
1003194753284600386
1003194753284600386
No