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 …

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 …

Using colour local binary pattern features for face recognition

JY Choi, KN Plataniotis, YM Ro - 2010 IEEE International …, 2010 - ieeexplore.ieee.org
In this paper, we propose a novel feature representation based on color-based Local Binary
Pattern (LBP) texture analysis for face recognition (FR). The proposed method exploits both …

Face description with local binary patterns and local ternary patterns: improving face recognition performance using similarity feature-based selection and …

CK Tran, TF Lee, L Chang… - … Symposium on Computer …, 2014 - ieeexplore.ieee.org
In recent years, the binary coding of face image features, such as local binary patterns (LBP)
and local ternary patterns (LTP) have become popular in face recognition systems. These …

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 …

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 …

The local binary pattern approach and its applications to face analysis

A Hadid - 2008 First Workshops on Image Processing Theory …, 2008 - ieeexplore.ieee.org
The local binary pattern (LBP) operator is defined as a gray-scale invariant texture measure,
derived from a general definition of texture in a local neighborhood. Due to its discriminative …

[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 recognition with local binary patterns

A Ali - Bahria University Journal of Information & …, 2012 - ojs.bahria.edu.pk
This paper is about providing efficient face recognition ie feature extraction and face
matching system using local binary patterns (LBP) method. It is a texture based algorithm for …

Local salient patterns—A novel local descriptor for face recognition

Z Chai, Z Sun, T Tan… - … on Biometrics (ICB), 2013 - ieeexplore.ieee.org
Feature extraction is critical to the success of a face recognition system. Local Binary
Patterns (LBP), with its different extensions, is one of the most popular texture descriptors …