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Paper Abstract and Keywords
Presentation 2009-11-26 10:40
Labeling method using co-occurance model between visual word and word
Yuichi Yoshida, Mitsuru Ambai (DENSO IT LAB.)
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we propose a novel labeling method that uses image and text obtained from the web as a training set.Existing methods don't use noisy data obtained from the web, such as Wikipedia and image search services.We propose a labeling method with the co-occurance model between visual word and word.Our proposed method outperforms the existing methods that use either visual word or word because our method calculates latent topics from co-occurance between both of them.We show with simulation experiments that our method showed better performance than the existing method.In addition, we show a result of preliminary evaluation using Google Image Search.
Keyword (in Japanese) (See Japanese page) 
(in English) co-occurance model / auto labeling / visual word / bag-of-keypoints / / pLSA / /  
Reference Info. IEICE Tech. Rep., vol. 109, no. 306, PRMU2009-99, pp. 39-44, Nov. 2009.
Paper # PRMU2009-99 
Date of Issue 2009-11-19 (PRMU) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee PRMU  
Conference Date 2009-11-26 - 2009-11-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Ishikawa Industrial Promotion Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2009-11-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Labeling method using co-occurance model between visual word and word 
Sub Title (in English)  
Keyword(1) co-occurance model  
Keyword(2) auto labeling  
Keyword(3) visual word  
Keyword(4) bag-of-keypoints  
Keyword(6) pLSA  
1st Author's Name Yuichi Yoshida  
1st Author's Affiliation DENSO IT LABORATORY, INC (DENSO IT LAB.)
2nd Author's Name Mitsuru Ambai  
2nd Author's Affiliation DENSO IT LABORATORY, INC (DENSO IT LAB.)
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Date Time 2009-11-26 10:40:00 
Presentation Time 30 
Registration for PRMU 
Paper # IEICE-PRMU2009-99 
Volume (vol) IEICE-109 
Number (no) no.306 
Page pp.39-44 
#Pages IEICE-6 
Date of Issue IEICE-PRMU-2009-11-19 

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