| Presentation | 2020-03-06 Tracking of human with occlusion in thermal images using particle filter Kohei Tsukahara, Katsuya Kondo, Mishiba Kazu, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | One of the factors that makes it difficult to track objects in image processing is the occlusion problem. Especially in the correlation method, the influence of occlusion is considerable. This report addresses the issue of tracking humans based on temperature information using thermal infrared images, and shows that particle filters can help map out hidden people before and after occluded by an obstacle. In thermal infrared image, the Staple tracker, to be used by using the property of a particle filter that collects particles in a set temperature range, is effective for reidentification of a hidden person. Experimental results show that the proposed method is effective at tracking completely hidden people. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | object tracking / correlation method / thermal images / particle filter / Staple tracker |
| Paper # | SIS2019-51 |
| Date of Issue | 2020-02-27 (SIS) |
| Conference Information | |
| Committee | SIS |
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| Conference Date | 2020/3/5(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Saitama Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Soft Computing, etc. |
| Chair | Takayuki Nakachi(NTT) |
| Vice Chair | Noriaki Suetake(Yamaguchi Univ.) / Tomoaki Kimura(Kanagawa Inst. of Tech.) |
| Secretary | Noriaki Suetake(Tokyo Metropolitan Univ.) / Tomoaki Kimura(Kindai Univ.) |
| Assistant | Hideaki Misawa(National Inst. of Tech., Ube College) / Yukihiro Bandoh(NTT) |
| 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) | Tracking of human with occlusion in thermal images using particle filter |
| Sub Title (in English) | |
| Keyword(1) | object tracking |
| Keyword(2) | correlation method |
| Keyword(3) | thermal images |
| Keyword(4) | particle filter |
| Keyword(5) | Staple tracker |
| 1st Author's Name | Kohei Tsukahara |
| 1st Author's Affiliation | Tottori University(Tottori Univ) |
| 2nd Author's Name | Katsuya Kondo |
| 2nd Author's Affiliation | Tottori University(Tottori Univ) |
| 3rd Author's Name | Mishiba Kazu |
| 3rd Author's Affiliation | Tottori University(Tottori Univ) |
| Date | 2020-03-06 |
| Paper # | SIS2019-51 |
| Volume (vol) | vol.119 |
| Number (no) | SIS-458 |
| Page | pp.pp.79-84(SIS), |
| #Pages | 6 |
| Date of Issue | 2020-02-27 (SIS) |