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International Journal of Advanced Computer Science and Applications(IJACSA), Volume 7 Issue 8, 2016.
Abstract: 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.
Radhey Shyam and Yogendra Narain Singh, “Face Recognition in Uncontrolled Environment” International Journal of Advanced Computer Science and Applications(IJACSA), 7(8), 2016. http://dx.doi.org/10.14569/IJACSA.2016.070844
@article{Shyam2016,
title = {Face Recognition in Uncontrolled Environment},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2016.070844},
url = {http://dx.doi.org/10.14569/IJACSA.2016.070844},
year = {2016},
publisher = {The Science and Information Organization},
volume = {7},
number = {8},
author = {Radhey Shyam and Yogendra Narain Singh}
}
Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.