| Presentation | 2019-02-20 Gait Identification Using 3d Pose Estimation From Free-viewpoint Surveillance Camera Toshiaki Hirooka, Hiroki Takahashi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Gait is one of biological information which indicates how to walk.It is possible to acquire gait from a distance and any views.It is, however, difficult to identify a person captured from various views.The purpose of this article is, therefore, to propose an effective identification method when the subject is captured from free-viewpoint.First, 2d pose is generated with interpolating occluded joints using neighbor frames on the condition that a person walks.Then, 3d pose is generated with 2d pose.Finally, features are generated from fixing walking direction of 3d pose.The proposed method gets better identification ratio for free-viewpoint videos. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | biometric / gait identification / free-viewpoint / walk / 3d pose estimation |
| Paper # | ITS2018-83,IE2018-104 |
| Date of Issue | 2019-02-12 (ITS, IE) |
| Conference Information | |
| Committee | ITS / IE / ITE-MMS / ITE-HI / ITE-ME / ITE-AIT |
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| Conference Date | 2019/2/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hokkaido Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Image Processing, etc. |
| Chair | Takayoshi Yokota(Tottori Univ.) / Takayuki Hamamoto(Tokyo Univ. of Science) / Norihiko Ishii(NHK) / Masayuki Sato(Kitakyushu Univ.) / Norio Tagawa(Tokyo Metropolitan Univ.) / Nobuhiko Mukai(Tokyo City Univ.) |
| Vice Chair | Masahiro Fujii(Utsunomiya Univ.) / Tomotaka Wada(Kansai Univ.) / Hideaki Kimata(NTT) / Kazuya Kodama(NII) / / / Hiroyuki Arai(Nippon Institute of Technology) / Hisaki Nate(Tokyo Polytechnic Univ.) |
| Secretary | Masahiro Fujii(Saitama Univ.) / Tomotaka Wada(Univ. of Tokyo) / Hideaki Kimata(KDDI Research) / Kazuya Kodama(Nagoya Univ.) / (NHK) / (NTT) / Hiroyuki Arai(NHK) / Hisaki Nate(Hokkaido Univ.) |
| Assistant | Msataka Imao(Mitsubishi Electric) / Yanlei Gu(Univ. of Tokyo) / Kenshi Saho(Toyama Prefectural Univ.) / Kouichiro Hashiura(Akita Prefectural Univ.) / Kazuya Hayase(NTT) / Yasutaka Matsuo(NHK) |
| Paper Information | |
| Registration To | Technical Committee on Intelligent Transport Systems Technology / Technical Committee on Image Engineering / Technical Group on Multi-media Storage / Technical Group on Human Information / Technical Group on Media Engineering / Technical Group on Artistic Image Technology |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Gait Identification Using 3d Pose Estimation From Free-viewpoint Surveillance Camera |
| Sub Title (in English) | |
| Keyword(1) | biometric |
| Keyword(2) | gait identification |
| Keyword(3) | free-viewpoint |
| Keyword(4) | walk |
| Keyword(5) | 3d pose estimation |
| 1st Author's Name | Toshiaki Hirooka |
| 1st Author's Affiliation | The University of Electro-Communications(UEC) |
| 2nd Author's Name | Hiroki Takahashi |
| 2nd Author's Affiliation | The University of Electro-Communications(UEC) |
| Date | 2019-02-20 |
| Paper # | ITS2018-83,IE2018-104 |
| Volume (vol) | vol.118 |
| Number (no) | ITS-449,IE-450 |
| Page | pp.pp.221-226(ITS), pp.221-226(IE), |
| #Pages | 6 |
| Date of Issue | 2019-02-12 (ITS, IE) |