DocumentCode
2769826
Title
Comparative Study of Different Face Recognition Techniques
Author
Kukreja, Sandeep ; Gupta, Rekha
Author_Institution
Dept. of Electron. Eng., Madhav Inst. of Technol. & Sci., Gwalior, India
fYear
2011
fDate
7-9 Oct. 2011
Firstpage
271
Lastpage
273
Abstract
This paper presents performance comparison of three leading face recognition techniques. In the first method, the face recognition is done using principle component analysis (PCA). In the second method we combine K-nearest neighbor (KNN) classification method with PCA. The face recognition using histogram is also carried out. The above methods are compared on the basis of accuracy and time taken in an ORL database and YALE database.
Keywords
face recognition; pattern classification; principal component analysis; ORL database; YALE database; face recognition techniques; histogram; k-nearest neighbor classification method; performance comparison; principle component analysis; Communication systems; Computational intelligence; Eigenfaces; Euclidean distance; KNN; PCA; Processed Histogram;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Communication Networks (CICN), 2011 International Conference on
Conference_Location
Gwalior
Print_ISBN
978-1-4577-2033-8
Type
conf
DOI
10.1109/CICN.2011.55
Filename
6112869
Link To Document