文章基本信息

标题：Face Recognition in Uncontrolled Environment
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作者：Radhey Shyam ; Yogendra Narain Singh
期刊名称：International Journal of Advanced Computer Science and Applications(IJACSA)
印刷版ISSN：2158-107X
电子版ISSN：2156-5570
出版年度：2016
卷号：7
期号：8
DOI：10.14569/IJACSA.2016.070844
出版社：Science and Information Society (SAI)
摘要：This paper presents a novel method of facial image representation for face recognition in uncontrolled environment. It is named as augmented local binary patterns (A-LBP) that works on both, uniform and non-uniform patterns. It replaces the central non-uniform pattern with a majority value of the neighbouring uniform patterns obtained after processing all neighbouring non-uniform patterns. These patterns are finally combined with the neighbouring uniform patterns, in order to extract discriminatory information from the local descriptors. The experimental results indicate the vitality of the proposed method on particular face datasets, where the images are prone to extreme variations of illumination.
关键词：thesai; IJACSA; thesai.org; journal; IJACSA papers; Face recognition; A-LBP; descriptor; distance metrics; area under curve; decidability index