| Presentation | 2012-01-27 Accurate image separation of pedestrians with UWB Doppler imaging radars Hiroaki HOMMA, Kenshi SAHO, Takuya SAKAMOTO, Toru SATO, Kenichi INOUE, Takashi FUKUDA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A numerous studies have been devoted to developing security systems using ultra-wideband Doppler imaging radars to detect human bodies. Most of these conventional methods have been designed for a single target, whereas it is needed to develop alternative methods applicable to multiple targets. One such method based on hierarchical clustering was developed to separate images of multiple targets, but its accuracy is not satisfactory in practice. This paper proposes another method using the support vector machine algorithm to achieve better accuracy. Numerical simulations establish that the proposed method is able to separate images of two targets with root-mean-square error of 5.24 cm. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | UWB Doppler imaging rader / support vector machine / pedestrian identification |
| Paper # | SANE2011-153 |
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| Conference Information | |
| Committee | SANE |
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| Conference Date | 2012/1/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Space, Aeronautical and Navigational Electronics (SANE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Accurate image separation of pedestrians with UWB Doppler imaging radars |
| Sub Title (in English) | |
| Keyword(1) | UWB Doppler imaging rader |
| Keyword(2) | support vector machine |
| Keyword(3) | pedestrian identification |
| 1st Author's Name | Hiroaki HOMMA |
| 1st Author's Affiliation | Graduate School of Informatics, Kyoto University() |
| 2nd Author's Name | Kenshi SAHO |
| 2nd Author's Affiliation | Graduate School of Informatics, Kyoto University |
| 3rd Author's Name | Takuya SAKAMOTO |
| 3rd Author's Affiliation | Graduate School of Informatics, Kyoto University |
| 4th Author's Name | Toru SATO |
| 4th Author's Affiliation | Graduate School of Informatics, Kyoto University |
| 5th Author's Name | Kenichi INOUE |
| 5th Author's Affiliation | Advanced Technology Research Laboratories, Panasonic Co., Ltd. |
| 6th Author's Name | Takashi FUKUDA |
| 6th Author's Affiliation | Advanced Technology Research Laboratories, Panasonic Co., Ltd. |
| Date | 2012-01-27 |
| Paper # | SANE2011-153 |
| Volume (vol) | vol.111 |
| Number (no) | 407 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |