Face recognition using MB-LBP and PCA: a comparative study

GN Girish, SN CL, PK Das - 2014 International Conference on …, 2014 - ieeexplore.ieee.org
Face recognition is an emergent research area, spanning over multiple disciplines such as
image processing, computer vision and signal processing. Moreover, face recognition is …

Combining local binary pattern and principal component analysis on t-zone face area for face recognition

MJ Nordin, AAKA Hamid - 2011 International Conference on …, 2011 - ieeexplore.ieee.org
This paper presents a combination techniques of appearance-based and feature-based
feature extraction on the T-Zone face area to improve the recognition performance. This …

Evaluation of LBP-based face recognition techniques

SAAM Faudzi, N Yahya - 2014 5th International Conference on …, 2014 - ieeexplore.ieee.org
Face recognition is a popular technique in identifying human features. In certain application
such as recognizing criminals from video surveillance, where no other physical trait is …

Face recognition using local features by LPP approach

ME Ashalatha, MS Holi… - … conference on circuits …, 2014 - ieeexplore.ieee.org
In the present work, appearance-based face recognition method called the Laplacian face
approach is used. The face images are mapped into a face subspace for analysis by using …

[PDF][PDF] Face recognition using local binary patterns (LBP)

MA Rahim, MN Hossain, T Wahid… - Global Journal of …, 2013 - academia.edu
The face of a human being conveys a lot of information about identity and emotional state of
the person. Face recognition is an interesting and challenging problem, and impacts …

Face description and identification using histogram sequence of local binary pattern

W Ge, W Quan, C Han - 2015 Seventh International Conference …, 2015 - ieeexplore.ieee.org
Local detail features of face are important bases for recognizing different persons. For its
invariant to monotonic gray-scale transformations and it's a non-parametric kernel which …

Face recognition based on local binary patterns with threshold

J Meng, Y Gao, X Wang, T Lin… - 2010 IEEE International …, 2010 - ieeexplore.ieee.org
This paper presents a novel and efficient face recognition technique based on Local Binary
Pattern (LBP) with threshold for resolving traditional LBP's weakness of extracting global …

Sobel-lbp

S Zhao, Y Gao, B Zhang - 2008 15th IEEE International …, 2008 - ieeexplore.ieee.org
This paper presents a new Sobel-LBP, an extension of existing Local Binary Pattern (LBP),
for facial image representation. The face image is filtered by Sobel operator to enhance the …

New face recognition method based on local binary pattern histogram

C Taouche, MC Batouche… - … on Sciences and …, 2014 - ieeexplore.ieee.org
Face recognition is one of the most important tasks in computer vision and biometrics where
many algorithms have been developed. The Local Binary Pattern (LBP) has been proved to …

Extended local binary pattern fusion for face recognition

L Liu, P Fieguth, G Zhao… - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
This paper presents a simple, novel, yet highly effective approach for robust face
recognition. Given LBP-like descriptors based on local accumulated pixel differences …