| 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 |
| Download PDF |
|
| Conference Information |
| Committee |
AIT IIEEJ AS CG-ARTS |
| 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) |
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| Keyword(1) |
Freehand Line Drawing |
| Keyword(2) |
Paper Cutting Art |
| Keyword(3) |
Generic Object Recognition |
| Keyword(4) |
Neural Network |
| Keyword(5) |
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| 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 |
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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 |
| #Pages |
4 |
| Date of Issue |
2017-03-07 (AIT) |