Multimodal Face Recognition for Profile Views Based on SIFT and LBP

2015 ◽  
pp. 20-30 ◽  
Author(s):  
Xiaona Xu ◽  
Yue Zhao
Keyword(s):  
Face Recognition ◽  
Multimodal Face Recognition

scholarly journals Identifying Individuals Using Multimodal Face Recognition Techniques

2015 ◽  
Vol 48 ◽  
pp. 666-672 ◽  
Author(s):  
Radhey Shyam ◽  
Yogendra Narain Singh
Keyword(s):  
Face Recognition ◽  
Multimodal Face Recognition

TENSOR-BASED FEATURE REPRESENTATION WITH APPLICATION TO MULTIMODAL FACE RECOGNITION

2011 ◽  
Vol 25 (08) ◽  
pp. 1197-1217 ◽  
Author(s):  
HONGCHUAN YU ◽  
JIAN J. ZHANG ◽  
XIAOSONG YANG
Keyword(s):  
Face Recognition ◽  
Upper Bound ◽  
Rigid Motion ◽  
Feature Representation ◽  
Feature Descriptor ◽  
Decomposition Technique ◽  
Linear Classifiers ◽  
Feature Representations ◽  
Numerical Performance ◽  
Multimodal Face Recognition

In this paper, a novel feature representation to multimodal face recognition is proposed, which possesses three properties: completeness, robustness and compactness. This feature descriptor allows all information of an object to be reproduced and its representation is invariant to rigid motion. In order to effectively take advantage of the proposed feature descriptor, we amend our previous ND-PCA scheme with multidirectional decomposition technique, and provide the estimation of the upper bound error of the amended classifier. It is proved to be linear optimal compared to other linear classifiers. To investigate the numerical performance of the presented feature descriptor, we apply it to both multiple modal and single modal samples, and the revised ND-PCA classifier is performed on the resulting feature representations. The experiments of verification and identification are carried out on two different gallery-probe face databases in order for the results to be evaluated by ROC and CMC curves independently.

scholarly journals Recent Advances on Singlemodal and Multimodal Face Recognition: A Survey

2014 ◽  
Vol 44 (6) ◽  
pp. 701-716 ◽  
Author(s):  
Hailing Zhou ◽  
Ajmal Mian ◽  
Lei Wei ◽  
Doug Creighton ◽  
Mo Hossny ◽  
...  
Keyword(s):  
Face Recognition ◽  
Recent Advances ◽  
Multimodal Face Recognition
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