Local binary patterns and its application to facial image analysis: a survey
Local binary pattern (LBP) is a nonparametric descriptor, which efficiently summarizes the
local structures of images. In recent years, it has aroused increasing interest in many areas …
local structures of images. In recent years, it has aroused increasing interest in many areas …
Automatic facial expression recognition using features of salient facial patches
Extraction of discriminative features from salient facial patches plays a vital role in effective
facial expression recognition. The accurate detection of facial landmarks improves the …
facial expression recognition. The accurate detection of facial landmarks improves the …
Local binary features for texture classification: Taxonomy and experimental study
Abstract Local Binary Patterns (LBP) have emerged as one of the most prominent and
widely studied local texture descriptors. Truly a large number of LBP variants has been …
widely studied local texture descriptors. Truly a large number of LBP variants has been …
Face feature extraction: a complete review
H Wang, J Hu, W Deng - IEEE Access, 2017 - ieeexplore.ieee.org
Feature extraction is vital for face recognition. In this paper, we focus on the general feature
extraction framework for robust face recognition. We collect about 300 papers regarding face …
extraction framework for robust face recognition. We collect about 300 papers regarding face …
Learning local binary patterns for gender classification on real-world face images
C Shan - Pattern recognition letters, 2012 - Elsevier
Gender recognition is one of fundamental face analysis tasks. Most of the existing studies
have focused on face images acquired under controlled conditions. However, real-world …
have focused on face images acquired under controlled conditions. However, real-world …
Lbp with six intersection points: Reducing redundant information in lbp-top for micro-expression recognition
Facial micro-expression recognition is an upcoming area in computer vision research. Up
until the recent emergence of the extensive CASMEII spontaneous micro-expression …
until the recent emergence of the extensive CASMEII spontaneous micro-expression …
Local binary patterns for multi-view facial expression recognition
S Moore, R Bowden - Computer vision and image understanding, 2011 - Elsevier
Research into facial expression recognition has predominantly been applied to face images
at frontal view only. Some attempts have been made to produce pose invariant facial …
at frontal view only. Some attempts have been made to produce pose invariant facial …
A comprehensive study on face recognition: methods and challenges
Face Recognition is the process of identifying and verifying the faces. Face recognition has
vast importance in the field of Security, Healthcare, Banking, Criminal Identification …
vast importance in the field of Security, Healthcare, Banking, Criminal Identification …
Local binary patterns for still images
This chapter provides an in-depth description of the LBP operator in spatial image domain.
The generic LBP operator, and its rotation-invariant and multiscale versions are introduced …
The generic LBP operator, and its rotation-invariant and multiscale versions are introduced …
Face recognition at a distance for a stand-alone access control system
Although access control based on human face recognition has become popular in consumer
applications, it still has several implementation issues before it can realize a stand-alone …
applications, it still has several implementation issues before it can realize a stand-alone …