| Presentation | 2017-02-21 A Study on Behavior Classification based on Driving Data for Moved Trajectory Correction of Motorcycle Shun Kimura, Hiroyuki Hatano, Masahiro Fujii, Atsushi Ito, Yu Watanabe, Tomoya Kitani, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Motorcycles have characters that are susceptible to road surface conditions and move the full range in lanes. By these characteristics, it is possible to estimate abnormality of the road surface. In order to realize the estimation, it is necessary to obtain an accurate movement trajectory by the position information based on the Global Positioning System (GPS). However, the position information has a positioning error. Therefore, it is necessary to correct the position information in order to obtain an accurate movement trajectory. In this research, we are investigating a method to detect errors in the movement trajectory by GPS． Our method uses the behavior classification based on driving data of motorcycles. In this paper, we will propose the behavior classification method based on the driving data such as gyro sensor. We will consider feature-values for behavior classification method. Moreover, we will show characteristic of feature-values. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | ITS / GPS / Behavior sensing / Machine lerning / Motorcycle / Behaivior classification |
| Paper # | ITS2016-74,IE2016-132 |
| Date of Issue | 2017-02-13 (ITS, IE) |
| Conference Information | |
| Committee | IE / ITS / ITE-AIT / ITE-HI / ITE-ME / ITE-MMS / ITE-CE |
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| Conference Date | 2017/2/20(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 | Seishi Takamura(NTT) / Tomotaka Nagaosa(Kanto Gakuin Univ.) / Tokiichiro Takahashi(TDU) / Masayuki Sato(Univ. of Kitakyushu) / Miki Haseyama(Hokkaido Univ.) / Eiichi Miyashita(NHK) / Koji Minami(Mitsubishi Electric Corp.) |
| Vice Chair | Takayuki Hamamoto(Tokyo Univ. of Science) / Atsuro Ichigaya(NHK) / Masahiro Fujii(Utsunomiya Univ.) / Tomotaka Wada(Kansai Univ.) / / / Norio Tagawa(Tokyo Metropolitan Univ.) |
| Secretary | Takayuki Hamamoto(NTT) / Atsuro Ichigaya(Chiba Inst. of Tech.) / Masahiro Fujii(Meiji Univ.) / Tomotaka Wada(AIST) / (Tokyo Polytechnic Univ.) / (NICT) / Norio Tagawa(NTT) / (NHK) / (NHK) |
| Assistant | Kei Kawamura(KDDI R&D Labs.) / Keita Takahashi(Nagoya Univ.) / Tetsuya Manabe(Saitama Univ.) / Yanlei Gu(Univ. of Tokyo) / Koichiro Hashiura(Akita Pref. Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Image Engineering / Technical Committee on Intelligent Transport Systems Technology / Technical Group on Artistic Image Technology / Technical Group on Human Inormation / Technical Group on Media Engineering / Technical Group on Multi-media Storage / Technical Group on Consumer Electronics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Behavior Classification based on Driving Data for Moved Trajectory Correction of Motorcycle |
| Sub Title (in English) | |
| Keyword(1) | ITS |
| Keyword(2) | GPS |
| Keyword(3) | Behavior sensing |
| Keyword(4) | Machine lerning |
| Keyword(5) | Motorcycle |
| Keyword(6) | Behaivior classification |
| 1st Author's Name | Shun Kimura |
| 1st Author's Affiliation | Utsunomiya University(Utsunomiya Univ.) |
| 2nd Author's Name | Hiroyuki Hatano |
| 2nd Author's Affiliation | Utsunomiya University(Utsunomiya Univ.) |
| 3rd Author's Name | Masahiro Fujii |
| 3rd Author's Affiliation | Utsunomiya University(Utsunomiya Univ.) |
| 4th Author's Name | Atsushi Ito |
| 4th Author's Affiliation | Utsunomiya University(Utsunomiya Univ.) |
| 5th Author's Name | Yu Watanabe |
| 5th Author's Affiliation | Utsunomiya University(Utsunomiya Univ.) |
| 6th Author's Name | Tomoya Kitani |
| 6th Author's Affiliation | Shizuoka University(Shizuoka Univ.) |
| Date | 2017-02-21 |
| Paper # | ITS2016-74,IE2016-132 |
| Volume (vol) | vol.116 |
| Number (no) | ITS-463,IE-464 |
| Page | pp.pp.405-410(ITS), pp.405-410(IE), |
| #Pages | 6 |
| Date of Issue | 2017-02-13 (ITS, IE) |