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 …

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 …

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 …

Image analysis with local binary patterns

M Pietikäinen - Image Analysis: 14th Scandinavian Conference, SCIA …, 2005 - Springer
The local binary pattern approach has evolved to represent a significant breakthrough in
texture analysis, outperforming earlier methods in many applications. Perhaps the most …

[图书][B] Computer vision using local binary patterns

M Pietikäinen, A Hadid, G Zhao, T Ahonen - 2011 - books.google.com
The recent emergence of Local Binary Patterns (LBP) has led to significant progress in
applying texture methods to various computer vision problems and applications. The focus …

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 …

Multi-scale color local binary patterns for visual object classes recognition

C Zhu, CE Bichot, L Chen - 2010 20th international conference …, 2010 - ieeexplore.ieee.org
The Local Binary Pattern (LBP) operator is a computationally efficient yet powerful feature for
analyzing local texture structures. While the LBP operator has been successfully applied to …

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 …

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 …

[HTML][HTML] Local binary patterns

M Pietikäinen - Scholarpedia, 2010 - scholarpedia.org
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 and considers the result …