(Publisher of Peer Reviewed Open Access Journals)

International Journal of Advanced Computer Research (IJACR)

ISSN (Print):2249-7277    ISSN (Online):2277-7970
Volume-3 Issue-10 June-2013
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Paper Title : Personal Identification with Face Biometrics using Color Local Texture Features
Author Name : Vani A.Hiremani, Sanjeevakumar M.Hatture
Abstract :

Face recognition (FR) has received a significant interest in pattern recognition and computer vision due to the wide range of applications including video surveillance, biometric identification, and face indexing in multimedia contents. Recently, local texture features have gained reputation as powerful face descriptors because they are believed to be more robust to variations of facial pose, expression, occlusion, etc. In particular, local binary pattern (LBP) texture feature has proven to be highly discriminative for FR due to different levels of locality. Hence, it is proposed to employ these features along with color local texture feature for efficient FR system. The personal identification accuracy with face modality using color local texture features is around 97% is achieved.

Keywords : Color local texture features, Local binary pattern, Color space conversion, Viola and Jones algorithm, Match score level, Distance based classifier.
Cite this article : Vani A.Hiremani, Sanjeevakumar M.Hatture, " Personal Identification with Face Biometrics using Color Local Texture Features " , International Journal of Advanced Computer Research (IJACR), Volume-3, Issue-10, June-2013 ,pp.138-145.