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Paper Abstract and Keywords
Presentation 2017-03-14 14:45
A proposal of papercutting pattern recommendation with neural network for general object recognition
Xiangping Liu, Kota Taya, Hirosi Mori, Fubito Toyama, Shoji Kenji (Utsunomiya Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) It is necessary for users to determine 2-digital color of the area surrounded by the drawing lines in a methodology that interactively creates papercutting patterns based on writing line drawings. In general, the number of regions N surrounded by drawing lines of handwriting input is large. Furthermore, the color combination of each area becomes enormous as 2N. Efficiency will be improved greatly in the case of determine 2-digital color by users. In this research, using a trained general objectives recognition neural network (VGG - 16 which is 16 layers of CNN), a method to recommend a small number of candidates based on output values at the specified category from 2N papercutting patterns will be proposed.
Keyword (in Japanese) (See Japanese page) 
(in English) Freehand Line Drawing / Paper Cutting Art / Generic Object Recognition / Neural Network / / / /  
Reference Info. ITE Tech. Rep., vol. 41, pp. 319-322, March 2017.
Paper #  
Date of Issue 2017-03-07 (AIT) 
ISSN Print edition: ISSN 1342-6893    Online edition: ISSN 2424-1970
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Conference Information
Conference Date 2017-03-14 - 2017-03-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Ochanomizu Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To AS 
Conference Code 2017-03-AIT-IIEEJ-AS-ARTS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A proposal of papercutting pattern recommendation with neural network for general object recognition 
Sub Title (in English)  
Keyword(1) Freehand Line Drawing  
Keyword(2) Paper Cutting Art  
Keyword(3) Generic Object Recognition  
Keyword(4) Neural Network  
1st Author's Name Xiangping Liu  
1st Author's Affiliation Utsunomiya University (Utsunomiya Univ.)
2nd Author's Name Kota Taya  
2nd Author's Affiliation Utsunomiya University (Utsunomiya Univ.)
3rd Author's Name Hirosi Mori  
3rd Author's Affiliation Utsunomiya University (Utsunomiya Univ.)
4th Author's Name Fubito Toyama  
4th Author's Affiliation Utsunomiya University (Utsunomiya Univ.)
5th Author's Name Shoji Kenji  
5th Author's Affiliation Utsunomiya University (Utsunomiya Univ.)
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Speaker Author-1 
Date Time 2017-03-14 14:45:00 
Presentation Time 90 minutes 
Registration for AS 
Paper # AIT2017-138 
Volume (vol) vol.41 
Number (no) no.12 
Page pp.319-322 
Date of Issue 2017-03-07 (AIT) 

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