| Presentation | 2017-12-15 Action Recognition Using Dense Trajectories and Particle Filter Shinnichirou Yoshioka, Mitsuji Muneyasu, Soh Yoshida, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a new method for action recognition of a person using a pan-tilt-zoom camera. The proposed method combines the motion recognition by dense trajectories and the object tracking by particle filters for high-accurate motion recognition. The information obtained from the particle filters is used for reducing unnecessary trajectories and the results of the dense trajectories affect the generation of the particles in the particles filters for the robustness of the tracking. The combination of the dense trajectories and the particle filters can achieve a high-accurate motion recognition. The proposed method applied several motion sequences and the processing results show the effectiveness of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | action recognition / optical flow / dense trajectories / particle filter |
| Paper # | SIS2017-53 |
| Date of Issue | 2017-12-07 (SIS) |
| Conference Information | |
| Committee | SIS |
|---|---|
| Conference Date | 2017/12/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tottori Prefectural Center for Lifelong Learning |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | System on Silicon, Short Range Wireless Systems, etc. |
| Chair | Hirokazu Tanaka(Hiroshima City Univ.) |
| Vice Chair | Takayuki Nakachi(NTT) / Noriaki Suetake(Yamaguchi Univ.) |
| Secretary | Takayuki Nakachi(Kanagawa Inst. of Tech.) / Noriaki Suetake(Kyushu Inst. of Tech.) |
| Assistant | Masaaki Fujiyoshi(Tokyo Metropolitan Univ.) / Takanori Koga(NIT, Tokuyama Col.) |
| Paper Information | |
| Registration To | Technical Committee on Smart Info-Media Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Action Recognition Using Dense Trajectories and Particle Filter |
| Sub Title (in English) | |
| Keyword(1) | action recognition |
| Keyword(2) | optical flow |
| Keyword(3) | dense trajectories |
| Keyword(4) | particle filter |
| 1st Author's Name | Shinnichirou Yoshioka |
| 1st Author's Affiliation | Kansai University(Kansai Univ.) |
| 2nd Author's Name | Mitsuji Muneyasu |
| 2nd Author's Affiliation | Kansai University(Kansai Univ.) |
| 3rd Author's Name | Soh Yoshida |
| 3rd Author's Affiliation | Kansai University(Kansai Univ.) |
| Date | 2017-12-15 |
| Paper # | SIS2017-53 |
| Volume (vol) | vol.117 |
| Number (no) | SIS-349 |
| Page | pp.pp.113-118(SIS), |
| #Pages | 6 |
| Date of Issue | 2017-12-07 (SIS) |