Patch Based Face Recognition via Fast Collaborative Representation Based Classification and Expression Insensitive Two-Stage Voting

2016 ◽  
pp. 562-570 ◽  
Author(s):  
Decheng Yang ◽  
Weiting Chen ◽  
Jiangtao Wang ◽  
Yan Xu
Keyword(s):  
Face Recognition ◽  
Collaborative Representation ◽  
Two Stage

Face Recognition Algorithm Based on Kernel Collaborative Representation

2013 ◽  
Vol 756-759 ◽  
pp. 3590-3595
Author(s):  
Liang Zhang ◽  
Ji Wen Dong
Keyword(s):  
Face Recognition ◽  
Principal Components Analysis ◽  
Principal Components ◽  
Recognition Algorithm ◽  
Experimental Results ◽  
Collaborative Representation ◽  
Nonlinear Structures ◽  
Components Analysis ◽  
Kernel Principal Components Analysis ◽  
The Relationship

Aiming at solving the problems of occlusion and illumination in face recognition, a new method of face recognition based on Kernel Principal Components Analysis (KPCA) and Collaborative Representation Classifier (CRC) is developed. The KPCA can obtain effective discriminative information and reduce the feature dimensions by extracting faces nonlinear structures features, the decisive factor. Considering the collaboration among the samples, the CRC which synthetically consider the relationship among samples is used. Experimental results demonstrate that the algorithm obtains good recognition rates and also improves the efficiency. The KCRC algorithm can effectively solve the problem of illumination and occlusion in face recognition.

A two-stage learning approach to face recognition

2017 ◽  
Vol 43 ◽  
pp. 21-29 ◽  
Author(s):  
Xiao Dong ◽  
Huaxiang Zhang ◽  
Jiande Sun ◽  
Wenbo Wan
Keyword(s):  
Face Recognition ◽  
Learning Approach ◽  
Two Stage

Joint collaborative representation algorithm for face recognition

2018 ◽  
Vol 75 (5) ◽  
pp. 2304-2314
Author(s):  
Xincan Fan ◽  
Kaiyang Liu ◽  
Haibo Yi
Keyword(s):  
Face Recognition ◽  
Collaborative Representation

Locality Preserving Collaborative Representation for Face Recognition

2016 ◽  
Vol 45 (3) ◽  
pp. 967-979 ◽  
Author(s):  
Taisong Jin ◽  
Zhiling Liu ◽  
Zhengtao Yu ◽  
Xiaoping Min ◽  
Lingling Li
Keyword(s):  
Face Recognition ◽  
Collaborative Representation ◽  
Locality Preserving
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