| Presentation | 2015-08-24 A Study on Mutual Subspace Method Applied in Gait Recognition Yumi Iwashita, Hitoshi Sakano, Ryo Kurazume, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We previously proposed a gait-based person recognition method using a mutual subspace method (MSM), with an assumption that speed information does not have to be regarded as critical information to gait recognition. Based on this assumption, we got an idea to apply MSM to gait recognition, which was a method of image set-based matching approaches, and we showed the effectiveness of the proposed idea with publicly available gait databases. The proposed idea can be expected to have high practicality thanks to the simplicity of MSM, but we did not show why MSM worked well on gait recognition. In this paper we carry out experimental analysis to show how MSM processes and encodes gait images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Gait recognition / CLAFIC / mutual subspace method |
| Paper # | BioX2015-15 |
| Date of Issue | 2015-08-17 (BioX) |
| Conference Information | |
| Committee | BioX |
|---|---|
| Conference Date | 2015/8/24(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Otaru Port Marina |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Biometrics, etc. |
| Chair | Masakatsu Nishigaki(Shizuoka Univ.) |
| Vice Chair | Kazuhiko Sumi(Aoyama Gakuin Univ.) / Akira Otsuka(AIST) |
| Secretary | Kazuhiko Sumi(Toyama Pref. Univ.) / Akira Otsuka(NEC) |
| Assistant | Tetsushi Ohki(AIST) / Nobuyuki Nishiuchi(Tokyo Metropolitan Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Biometrics |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Mutual Subspace Method Applied in Gait Recognition |
| Sub Title (in English) | |
| Keyword(1) | Gait recognition |
| Keyword(2) | CLAFIC |
| Keyword(3) | mutual subspace method |
| 1st Author's Name | Yumi Iwashita |
| 1st Author's Affiliation | Kyushu University(Kyushu Univ.) |
| 2nd Author's Name | Hitoshi Sakano |
| 2nd Author's Affiliation | NTT Data Corporation(NTT Data Corp.) |
| 3rd Author's Name | Ryo Kurazume |
| 3rd Author's Affiliation | Kyushu University(Kyushu Univ.) |
| Date | 2015-08-24 |
| Paper # | BioX2015-15 |
| Volume (vol) | vol.115 |
| Number (no) | BioX-188 |
| Page | pp.pp.11-14(BioX), |
| #Pages | 4 |
| Date of Issue | 2015-08-17 (BioX) |