| Presentation | 2017-10-12 Extracting photographic subjects with deep learning and automatically select to best composition Soma Nagadome, Shigeki Aoki, Takao Miyamoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, opportunities for taking pictures are increasing, but many people are difficult to take pictures beautifully. There are extracting photographic subjects and matching composition in existing methods. However, since this method can't estimate induced pictures, it is not necessarily that photographic subjects are taken beautifully for mixed different photographic subjects and background. In this paper, we propose a method to extract photographic subjects from moving images with deep learning and automatically select pictures taken at best composition based on size or position of photographic subjects. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Deep-learning / Extracting subjects / Pictures / Composition |
| Paper # | PRMU2017-65 |
| Date of Issue | 2017-10-05 (PRMU) |
| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2017/10/12(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinichi Sato(NII) |
| Vice Chair | Hironobu Fujiyoshi(Chubu Univ.) / Yoshihisa Ijiri(Omron) |
| Secretary | Hironobu Fujiyoshi(AIST) / Yoshihisa Ijiri(NAIST) |
| Assistant | Masato Ishii(NEC) / Yusuke Sugano(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Extracting photographic subjects with deep learning and automatically select to best composition |
| Sub Title (in English) | |
| Keyword(1) | Deep-learning |
| Keyword(2) | Extracting subjects |
| Keyword(3) | Pictures |
| Keyword(4) | Composition |
| 1st Author's Name | Soma Nagadome |
| 1st Author's Affiliation | Osaka Prefecture University(Osaka Pref. Univ.) |
| 2nd Author's Name | Shigeki Aoki |
| 2nd Author's Affiliation | Osaka Prefecture University(Osaka Pref. Univ.) |
| 3rd Author's Name | Takao Miyamoto |
| 3rd Author's Affiliation | Osaka Prefecture University(Osaka Pref. Univ.) |
| Date | 2017-10-12 |
| Paper # | PRMU2017-65 |
| Volume (vol) | vol.117 |
| Number (no) | PRMU-238 |
| Page | pp.pp.13-18(PRMU), |
| #Pages | 6 |
| Date of Issue | 2017-10-05 (PRMU) |