| Presentation | 2023-03-02 A comparative study of distributed real-time human tracking methods using multiple cameras Hikaru Katayama, Hideto Yano, Tomoki Yoshihisa, Hideyuki Shimonishi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, there are many surveillance camera in cities, and people-tracking technology using them has been focused on. In most of the current people tracking technologies, servers collect people data, and then analyze the features of the people from the data. In this method, the network load on the servers is heavy when tracking people over a wide area in crowded places, causing problems such as packet loss and loss of real-time performance. In this paper, we propose two distributed people tracking methods to realize wide-area real-time human tracking. Actual measurements of the amount of communication data and processing time using cameras have shown that the two proposed methods can distribute the network load, although there are some difficulties in processing speed and accuracy of person detection. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Human detection / Human re-identification / Multi camera tracking / Distributed process / Video surveillance |
| Paper # | NS2022-202 |
| Date of Issue | 2023-02-23 (NS) |
| Conference Information | |
| Committee | IN / NS |
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| Conference Date | 2023/3/2(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Convention Centre + Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Chair | Kunio Hato(Internet Multifeed) / Tetsuya Oishi(NTT) |
| Vice Chair | Tsutomu Murase(Nagoya Univ.) / Takumi Miyoshi(Shibaura Insti of Tech.) |
| Secretary | Tsutomu Murase(KDDI Research) / Takumi Miyoshi(Nagaoka Univ. of Tech.) |
| Assistant | / Kotaro Mihara(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Information Networks / Technical Committee on Network Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A comparative study of distributed real-time human tracking methods using multiple cameras |
| Sub Title (in English) | |
| Keyword(1) | Human detection |
| Keyword(2) | Human re-identification |
| Keyword(3) | Multi camera tracking |
| Keyword(4) | Distributed process |
| Keyword(5) | Video surveillance |
| 1st Author's Name | Hikaru Katayama |
| 1st Author's Affiliation | Osaka University(Osaka Univ.) |
| 2nd Author's Name | Hideto Yano |
| 2nd Author's Affiliation | Osaka University(Osaka Univ.) |
| 3rd Author's Name | Tomoki Yoshihisa |
| 3rd Author's Affiliation | Osaka University(Osaka Univ.) |
| 4th Author's Name | Hideyuki Shimonishi |
| 4th Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2023-03-02 |
| Paper # | NS2022-202 |
| Volume (vol) | vol.122 |
| Number (no) | NS-406 |
| Page | pp.pp.201-206(NS), |
| #Pages | 6 |
| Date of Issue | 2023-02-23 (NS) |