DocumentCode
529226
Title
Improved face recognition algorithm employing SURF descrpitors
Author
Kang, Minku ; Choo, Wonkook ; Moon, Seungbin
Author_Institution
Dept. of Comput. Eng., Sejong Univ., Seoul, South Korea
fYear
2010
fDate
18-21 Aug. 2010
Firstpage
2511
Lastpage
2513
Abstract
In this paper, we introduced a face recognition algorithm which employ dual stage with SURF descriptors. We show that SURF descriptors could be used successfully in the face recognition. In the first stage, we used interest point matching and verification, using SURF interest points. If the confidence test is failed in the first stage, we proceed to the second stage, where we use 3 rotated test images. Experimental results show the effectiveness of the proposed algorithm.
Keywords
face recognition; SURF descrpitor; face recognition; interest point matching; rotated test image; speeded up robust features; Accuracy; Face; Face recognition; Feature extraction; Image recognition; Random access memory; Training; Face recognition; SURF; interest point;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference 2010, Proceedings of
Conference_Location
Taipei
Print_ISBN
978-1-4244-7642-8
Type
conf
Filename
5602433
Link To Document