| Presentation | 2018-10-19 Person recognition by gait using an Extreme Learning Machine Hayato Benitani, Masaharu Adachi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this research, we propose a method of person recognition using an Extreme Learning Machine (ELM). We proposed an ELM whose inputs are Gait Energy Images (GEI) that are images including gait features and whose desired outputs are class labels. Recognition experiments with the proposed ELM using the same large scale gait database of the conventional methods were performed. As a result, the proposed method realized greatly shorten the calculation time and reducing calculation costs. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Extreme Learning Machine / Gait Energy Image |
| Paper # | CAS2018-49,NLP2018-84 |
| Date of Issue | 2018-10-11 (CAS, NLP) |
| Conference Information | |
| Committee | CAS / NLP |
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| Conference Date | 2018/10/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tohoku Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Mathematical modeling, numerical simulation etc. |
| Chair | Hideaki Okazaki(Shonan Inst. of Tech.) / Norikazu Takahashi(Okayama Univ.) |
| Vice Chair | Taizo Yamawaki(Hitachi) / Hiroaki Kurokawa(Tokyo Univ. of Tech.) |
| Secretary | Taizo Yamawaki(Shonan Inst. of Tech.) / Hiroaki Kurokawa(Hitachi) |
| Assistant | Motoi Yamaguchi(Renesas Electronics) / Masayuki Kimura(Kyoto Univ.) / Yutaka Shimada(Saitama Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Circuits and Systems / Technical Committee on Nonlinear Problems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Person recognition by gait using an Extreme Learning Machine |
| Sub Title (in English) | |
| Keyword(1) | Extreme Learning Machine |
| Keyword(2) | Gait Energy Image |
| 1st Author's Name | Hayato Benitani |
| 1st Author's Affiliation | Tokyo Denki University(Tokyo Denki Univ.) |
| 2nd Author's Name | Masaharu Adachi |
| 2nd Author's Affiliation | Tokyo Denki University(Tokyo Denki Univ.) |
| Date | 2018-10-19 |
| Paper # | CAS2018-49,NLP2018-84 |
| Volume (vol) | vol.118 |
| Number (no) | CAS-242,NLP-243 |
| Page | pp.pp.63-68(CAS), pp.63-68(NLP), |
| #Pages | 6 |
| Date of Issue | 2018-10-11 (CAS, NLP) |