| Presentation | 2018-10-11 Clothing-invariant human shape estimation and its application for person recognition Yui Shigeki, Fumio Okura, Mohamed Hasan, Ikuhisa MItsugami, Yasushi Yagi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Human shape is a useful cue for person recognition. A major challenge for shape-based person recognition is to address clothing change. We propose an approach for human shape modeling invariant to the clothing change using a single RGB image and discuss its application for person recognition. The proposed method estimates a 3D parametric human shape under clothes using a clothing segmentation and a displacement model between clothes and skin. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | 3D modeling / human shape modeling / soft biometrics |
| Paper # | BioX2018-21 |
| Date of Issue | 2018-10-04 (BioX) |
| Conference Information | |
| Committee | BioX |
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| Conference Date | 2018/10/11(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nobumoto Ohama Memorial Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Biometrics, etc. |
| Chair | Kazuhiko Sumi(AGU) |
| Vice Chair | Hitoshi Imaoka(NEC) / Tetsushi Ohki(Shizuoka Univ.) |
| Secretary | Hitoshi Imaoka(Fujitsu Labs.) / Tetsushi Ohki(Univ. of Electro-Comm.) |
| Assistant | Norihiro Okui(KDDI Research) / Daishi Watabe(Saitama Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Biometrics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Clothing-invariant human shape estimation and its application for person recognition |
| Sub Title (in English) | |
| Keyword(1) | 3D modeling |
| Keyword(2) | human shape modeling |
| Keyword(3) | soft biometrics |
| 1st Author's Name | Yui Shigeki |
| 1st Author's Affiliation | Osaka University(Osaka Univ.) |
| 2nd Author's Name | Fumio Okura |
| 2nd Author's Affiliation | Osaka University(Osaka Univ.) |
| 3rd Author's Name | Mohamed Hasan |
| 3rd Author's Affiliation | Osaka University(Osaka Univ.) |
| 4th Author's Name | Ikuhisa MItsugami |
| 4th Author's Affiliation | Hiroshima City University(Hiroshima City Univ.) |
| 5th Author's Name | Yasushi Yagi |
| 5th Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2018-10-11 |
| Paper # | BioX2018-21 |
| Volume (vol) | vol.118 |
| Number (no) | BioX-236 |
| Page | pp.pp.13-18(BioX), |
| #Pages | 6 |
| Date of Issue | 2018-10-04 (BioX) |