Local binary pattern and its derivatives for face recognition

A Suruliandi, K Meena, RR Rose - IET computer vision, 2012 - IET
Texture is the surface property that is used to identify and recognise objects. This property is
widely used in many applications including texture-based face recognition systems …

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 …

An improved LBP algorithm for texture and face classification

W Yu, L Gan, S Yang, Y Ding, P Jiang, J Wang… - Signal, Image and Video …, 2014 - Springer
Abstract Local Binary Pattern (LBP) has achieved great success in texture classification due
to its accuracy and efficiency. Traditional LBP method encodes local features by binarying …

Local improvement approach and linear discriminant analysis-based local binary pattern for face recognition

S Najafi Khanbebin, V Mehrdad - Neural Computing and Applications, 2021 - Springer
Face recognition applications focus on local features to prevent detailed information from
being omitted while the feature extraction processes. This paper is based on presenting a …

[PDF][PDF] Face recognition based on texture features using local ternary patterns

KS Reddy, VV Kumar, BE Reddy - International Journal of Image …, 2015 - academia.edu
Face recognition is one of the important and popular visual recognition problem due to its
challenging nature and its diverse set of applications. That's why face recognition is attracted …

Face analysis using local binary patterns

A Hadid, G Zhao, T Ahonen… - Handbook of Texture …, 2008 - World Scientific
Abstract Local Binary Pattern (LBP) is a simple yet very efficient texture operator which
labels the pixels of an image by thresholding the neighborhood of each pixel with the value …

[PDF][PDF] Face recognition using prominent LBP model

VV Kumar, KS Reddy, VV Krishna - international Journal of applied …, 2015 - academia.edu
Abstract The Local Binary Pattern (LBP) is a very popular descriptor for texture analysis.
Various methods of face recognition are derived based on LBP, which describes the local …

Local binary patterns and its variants for face recognition

K Meena, A Suruliandi - 2011 International Conference on …, 2011 - ieeexplore.ieee.org
Face recognition is one of the most important tasks in computer vision and Biometrics.
Texture is an important spatial feature useful for identifying objects or regions of interest in …

Learning multi-scale block local binary patterns for face recognition

S Liao, X Zhu, Z Lei, L Zhang, SZ Li - … , ICB 2007, Seoul, Korea, August 27 …, 2007 - Springer
In this paper, we propose a novel representation, called Multi-scale Block Local Binary
Pattern (MB-LBP), and apply it to face recognition. The Local Binary Pattern (LBP) has been …

[PDF][PDF] Face recognition using completed local ternary pattern (CLTP) texture descriptor

TH Rassem, NM Makbol, SY Yee - International Journal of …, 2017 - umpir.ump.edu.my
Nowadays, face recognition becomes one of the important topics in the computer vision and
image processing area. This is due to its importance where can be used in many …