| Presentation | 2017-06-01 Feasibility Study of a Simple Scheme for Multi-Target Object Tracking Hiro Yokokawa, Takuro Oki, Ryusuke Miyamoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Multiple object tracking is one of the most challenging problems in the field of the image recognition. This paper proposes a simple tracking scheme that uses only estimated locations generated from 2 frames just before the current frame and detection results obtained at every frame. The tracking accuracy of the proposed scheme was compared with KCF, MedianFlow, MIL, Boosting, and TLD that are implemented in the OpenCV library using a 3DCG-based dataset. In the experiment, seven kinds of metrics that are used in MOT challenge benchmark were adopted. The experimental results showed that our scheme shows the best accuracies in these metrics except for ID switches. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | multiple object tracking / human tracking / object detection |
| Paper # | SIS2017-8 |
| Date of Issue | 2017-05-25 (SIS) |
| Conference Information | |
| Committee | SIS |
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| Conference Date | 2017/6/1(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Housen-Sou (Beppu) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Smart Personal 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(TCT) |
| 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) | Feasibility Study of a Simple Scheme for Multi-Target Object Tracking |
| Sub Title (in English) | |
| Keyword(1) | multiple object tracking |
| Keyword(2) | human tracking |
| Keyword(3) | object detection |
| 1st Author's Name | Hiro Yokokawa |
| 1st Author's Affiliation | Meiji University(Meiji Univ.) |
| 2nd Author's Name | Takuro Oki |
| 2nd Author's Affiliation | Meiji University(Meiji Univ.) |
| 3rd Author's Name | Ryusuke Miyamoto |
| 3rd Author's Affiliation | Meiji University(Meiji Univ.) |
| Date | 2017-06-01 |
| Paper # | SIS2017-8 |
| Volume (vol) | vol.117 |
| Number (no) | SIS-70 |
| Page | pp.pp.41-46(SIS), |
| #Pages | 6 |
| Date of Issue | 2017-05-25 (SIS) |