Pose-invariant face recognition using facial landmarks and Weber local descriptor

2015 ◽  
Vol 84 ◽  
pp. 78-88 ◽  
Author(s):  
Zheng Zhang ◽  
Long Wang ◽  
Qi Zhu ◽  
Shu-Kai Chen ◽  
Yan Chen
Keyword(s):  
Face Recognition ◽  
Local Descriptor ◽  
Facial Landmarks ◽  
Weber Local Descriptor

Robust face recognition with multi-scale Weber local descriptor

2017 ◽  
Vol 15 (05) ◽  
pp. 1750052 ◽  
Author(s):  
Guangchao Yang ◽  
Bin Fang ◽  
Yuan Yan Tang
Keyword(s):  
Face Recognition ◽  
Poor Quality ◽  
Chi Square ◽  
Local Descriptor ◽  
Multi Scale ◽  
Weber Local Descriptor ◽  
Novel Approach ◽  
Robust Face Recognition ◽  
Voting Strategy ◽  
Nearest Neighborhood

This paper presents a simple and novel approach for robust face recognition. Extended multi-scale Weber local descriptor based on unfixed size patches is proposed to obtain micro and macro patterns. Then the recognition is performed using nearest neighborhood method based on Chi-square distance. Voting strategy is utilized in classification to reduce the impacts of the poor quality regions in face image caused by pose, illumination variations. Experiments on CMU-PIE, FERET and AR databases show that the proposed method has higher recognition accuracy in comparison with traditional methods.

Weber local descriptor for image analysis and recognition: a survey

2020 ◽  
Author(s):  
Arnab Banerjee ◽  
Nibaran Das ◽  
K. C. Santosh
Keyword(s):  
Image Analysis ◽  
Local Descriptor ◽  
Weber Local Descriptor
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