| Presentation | 2020-09-01 Study on automatic label masking method for plant specimen images using CTPN Depeng Zhang, Yasuhiko Higaki, Yasuo Sugai, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this study, the image processing required for registration of the Haginiwa plant specimen image database in c-arc. Since Haginiwa plant specimens include rare plant specimens, important information such as the collection site cannot be disclosed and must be masked. Up to now, we have been experimenting with a label position identification method that utilizes character recognition, but sufficient accuracy has not been obtained. In order to solve this problem, we consider an automatic image processing method based on deep learning. In this research, we use the text detection network CTPN, the text on the label was detected and the position of the label was tried, and this method obtained a valid result. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Plant specimen image / Deep learning / Automatic masking / Text detection / CTPN |
| Paper # | LOIS2020-8,IE2020-20,EMM2020-32 |
| Date of Issue | 2020-08-25 (LOIS, IE, EMM) |
| Conference Information | |
| Committee | LOIS / EMM / IE / IEE-CMN / ITE-ME / IPSJ-AVM |
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| Conference Date | 2020/9/1(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Toru Kobayashi(Nagasaki Univ.) / Masaki Kawamura(Yamaguchi Univ.) / Hideaki Kimata(NTT) / Shun Morimura(CRIEPI) / Hiroyuki Arai(NIT) / Sei Naito(KDDI Research, Inc.) |
| Vice Chair | Hiroyuki Toda(NTT) / Motoi Iwata(Osaka Prefecture Univ.) / Masaaki Fujiyoshi(Tokyo Metropolitan Univ.) / Kazuya Kodama(NII) / Keita Takahashi(Nagoya Univ.) / Kouji Hirata(Kansai Univ) |
| Secretary | Hiroyuki Toda(NTT) / Motoi Iwata(Nagasaki Univ.) / Masaaki Fujiyoshi(Tokyo Denki Univ.) / Kazuya Kodama(Kansai Univ.) / Keita Takahashi(KDDI Research) / Kouji Hirata(Nagoya Inst. of Tech.) / (Tokai Univ.) / (Doushisya Univ) |
| Assistant | Shigeru Fujimura(NTT) / Madoka Hasegawa(Utsunomiya Univ.) / Maki Yoshida(NICT) / Shunsuke Iwamura(NHK) / Shinobu Kudo(NTT) / Yuuichi Shinohara(TEPCO Power Grid) / Akihiro Tanaka(CRIEPI) |
| Paper Information | |
| Registration To | Technical Committee on Life Intelligence and Office Information Systems / Technical Committee on Enriched MultiMedia / Technical Committee on Image Engineering / Technical Meeting on Communications / Technical Group on Media Engineering / Special Interest Group on Audio Visual and Multimedia Information Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Study on automatic label masking method for plant specimen images using CTPN |
| Sub Title (in English) | |
| Keyword(1) | Plant specimen image |
| Keyword(2) | Deep learning |
| Keyword(3) | Automatic masking |
| Keyword(4) | Text detection |
| Keyword(5) | CTPN |
| 1st Author's Name | Depeng Zhang |
| 1st Author's Affiliation | Chiba University(Chiba Univ.) |
| 2nd Author's Name | Yasuhiko Higaki |
| 2nd Author's Affiliation | Chiba University(Chiba Univ.) |
| 3rd Author's Name | Yasuo Sugai |
| 3rd Author's Affiliation | Chiba University(Chiba Univ.) |
| Date | 2020-09-01 |
| Paper # | LOIS2020-8,IE2020-20,EMM2020-32 |
| Volume (vol) | vol.120 |
| Number (no) | LOIS-149,IE-150,EMM-151 |
| Page | pp.pp.19-24(LOIS), pp.19-24(IE), pp.19-24(EMM), |
| #Pages | 6 |
| Date of Issue | 2020-08-25 (LOIS, IE, EMM) |