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Paper Abstract and Keywords
Presentation 2009-01-21 09:50
[Poster Presentation] A robust Human Face Recognition algorithm for flexible situations using SIFT
Kwanghee Choi, Jangseok Oh, Seokyoon Choi, Mingi Kim (Korea Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) There are many methods for face recognition such as Principal Component Analysis(PCA), Independent Component Analysis(ICA) and so on. Those methods are using a kind of information compressing algorithm which is could be feature information of faces. Because of this, they are not flexible enough to be used variable situations such as face images with background. In this paper, a new technique for variable face images is developed using Scale Invariant Feature Transform(SIFT). Originally, SIFT is used to extract matching points from among two or more similar images. Nevertheless, it is hard to pull out matching points from face images because there are not many possible points in them. To solve this problem, new method analyzing Difference of Gaussian(DOG) of images into histogram is used. This paper shows higher rate of accuracy than presented method with erratic condition. AR face database is mainly used and Caltech Faces as well.
Keyword (in Japanese) (See Japanese page) 
(in English) Face Recognition / auto detection / SIFT / / / / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 385, MI2008-177, pp. 531-535, Jan. 2009.
Paper # MI2008-177 
Date of Issue 2009-01-12 (MI) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee MI  
Conference Date 2009-01-19 - 2009-01-21 
Place (in Japanese) (See Japanese page) 
Place (in English) National Taiwan University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Medical Imaging 
Paper Information
Registration To MI 
Conference Code 2009-01-MI 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A robust Human Face Recognition algorithm for flexible situations using SIFT 
Sub Title (in English)  
Keyword(1) Face Recognition  
Keyword(2) auto detection  
Keyword(3) SIFT  
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1st Author's Name Kwanghee Choi  
1st Author's Affiliation Korea University (Korea Univ.)
2nd Author's Name Jangseok Oh  
2nd Author's Affiliation Korea University (Korea Univ.)
3rd Author's Name Seokyoon Choi  
3rd Author's Affiliation Korea University (Korea Univ.)
4th Author's Name Mingi Kim  
4th Author's Affiliation Korea University (Korea Univ.)
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Speaker
Date Time 2009-01-21 09:50:00 
Presentation Time 140 
Registration for MI 
Paper # IEICE-MI2008-177 
Volume (vol) IEICE-108 
Number (no) no.385 
Page pp.531-535 
#Pages IEICE-5 
Date of Issue IEICE-MI-2009-01-12 


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