Daniel  Setiadikarunia, Riko Arlando  Saragih, Bharma  Benjamin, 
    Face and Vein Identification Using LBP, LDiP and
LDNP as Local-Feature Descriptors,
    Journal of Engineering and Applied Sciences,
    Volume 12,Issue 13,
    2017,
    Pages 3299-3303,
    ISSN 1816-949x,
    jeasci.2017.3299.3303,
    (https://makhillpublications.co/view-article.php?doi=jeasci.2017.3299.3303)
    Abstract: Visual pattern recognition using face and vein images as input to identify someone is not a new issue
in the filed of pattern recognition. However, to acquire a face image is totally different with a vein image. In
addition, factors that affect the recognition rate among them are also different. This study describes simulations
that were conducted on three kinds local descriptors, i.e., LBP, LDiP and LDNP to represent face and vein
images for identification. The classification is using Chi-square histogram matching as a dissimilarity measure.
From the simulations conducted it was shown that the local-feature descriptor was not properly applied directly
for vein images.
    Keywords: LBP;LDiP;LDNP;face;vein;recognition rate