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Paper Abstract and Keywords
Presentation 2016-10-20 16:10
On the composition systems and their application to handwritten character recognition
Akira Date, Hikari Kubota, Yusuke Yamada (Univ. Miyazaki)
Abstract (in Japanese) (See Japanese page) 
(in English) Most of the pattern recognition methods currently used in the real world application are statistical ones, such as feedforward neural networks, Markov random fields while syntactical or grammatical approaches are not exploited. Since current generation feedforaward neural networks are expected not to be able to learn the underlying structure of the outer world, we believe that grammatical approach is promising. S. Geman et al.(1998) developed mathematical foundations of composition systems. Compositionality is with re-usability and hierarchy, and we see it everywhere (e.g. vision, natural language). Here we illustrate the composition systems and the experiments we did with hand-written character.
Keyword (in Japanese) (See Japanese page) 
(in English) Composition Systems / Reusable Parts / Part-Whole Hierarchy / Generative Models / / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 259, PRMU2016-94, pp. 19-24, Oct. 2016.
Paper # PRMU2016-94 
Date of Issue 2016-10-13 (PRMU) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee PRMU  
Conference Date 2016-10-20 - 2016-10-21 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To PRMU 
Conference Code 2016-10-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) On the composition systems and their application to handwritten character recognition 
Sub Title (in English)  
Keyword(1) Composition Systems  
Keyword(2) Reusable Parts  
Keyword(3) Part-Whole Hierarchy  
Keyword(4) Generative Models  
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1st Author's Name Akira Date  
1st Author's Affiliation University of Miyazaki (Univ. Miyazaki)
2nd Author's Name Hikari Kubota  
2nd Author's Affiliation University of Miyazaki (Univ. Miyazaki)
3rd Author's Name Yusuke Yamada  
3rd Author's Affiliation University of Miyazaki (Univ. Miyazaki)
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Speaker
Date Time 2016-10-20 16:10:00 
Presentation Time 30 
Registration for PRMU 
Paper # IEICE-PRMU2016-94 
Volume (vol) IEICE-116 
Number (no) no.259 
Page pp.19-24 
#Pages IEICE-6 
Date of Issue IEICE-PRMU-2016-10-13 


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