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Paper Abstract and Keywords
Presentation 2007-03-16 09:30
Face Recognition across pose using Self-organizing Maps
Saleh Aly (Kyushu Univ.), Naoyuki Tsuruta (Fukuoka Univ.), Rin-Ichiro Taniguchi (Kyushu Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) We present a comparison between Self-organizing map (SOM) and hierarchical SOM (HSOM) to tackle pose variation problem in face recognition. Self-organizing map (SOM) transforms the high dimensional face images into low dimensional topological space. However, in SOM, the hierarchical relation between data set doesn`t preserved. HSOM solve this problem, moreover it reduces the time required for winner searching. In this paper, CMU-PIE face database is utilized to show the accuracy of both models.
Keyword (in Japanese) (See Japanese page) 
(in English) face recognition / pose variations / SOM / hierarchical SOM / / / /  
Reference Info. IEICE Tech. Rep., vol. 106, no. 590, NC2006-200, pp. 75-78, March 2007.
Paper # NC2006-200 
Date of Issue 2007-03-09 (NC) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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Conference Information
Committee NC  
Conference Date 2007-03-14 - 2007-03-16 
Place (in Japanese) (See Japanese page) 
Place (in English) Tamagawa University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NC 
Conference Code 2007-03-NC 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Face Recognition across pose using Self-organizing Maps 
Sub Title (in English)  
Keyword(1) face recognition  
Keyword(2) pose variations  
Keyword(3) SOM  
Keyword(4) hierarchical SOM  
1st Author's Name Saleh Aly  
1st Author's Affiliation Kyushu University (Kyushu Univ.)
2nd Author's Name Naoyuki Tsuruta  
2nd Author's Affiliation Fukuoka University (Fukuoka Univ.)
3rd Author's Name Rin-Ichiro Taniguchi  
3rd Author's Affiliation Kyushu University (Kyushu Univ.)
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Date Time 2007-03-16 09:30:00 
Presentation Time 20 
Registration for NC 
Paper # IEICE-NC2006-200 
Volume (vol) IEICE-106 
Number (no) no.590 
Page pp.75-78 
#Pages IEICE-4 
Date of Issue IEICE-NC-2007-03-09 

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