| Presentation | 2021-08-23 A video smoke detection algorithm based on optical flow using multi-frame cumulative smoke motion Kazutaka Kikuta, Yuki Murakami, Takeshi Murata, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Detection of smoke in the early stages is essential for the prevention of fire. This research proposes a method for a system that detects the position of smoke from its movement in a pan-tilt-zoom (PTZ) camera image and moves the viewpoint to that position. This method uses optical flow and superimposes the movement vectors of multiple video frames to reduce noise and perform accurate smoke detection. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Optical flow / Object detection |
| Paper # | SIP2021-27 |
| Date of Issue | 2021-08-16 (SIP) |
| Conference Information | |
| Committee | SIP |
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| Conference Date | 2021/8/23(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yukihiro Bandou(NTT) |
| Vice Chair | Toshihisa Tanaka(Tokyo Univ. Agri.&Tech.) / Takayuki Nakachi(Ryukyu Univ.) |
| Secretary | Toshihisa Tanaka(Xiaomi) / Takayuki Nakachi(Takushoku Univ.) |
| Assistant | Taichi Yoshida(UEC) / Seisuke Kyochi(Univ. of Kitakyushu) |
| Paper Information | |
| Registration To | Technical Committee on Signal Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A video smoke detection algorithm based on optical flow using multi-frame cumulative smoke motion |
| Sub Title (in English) | |
| Keyword(1) | Optical flow |
| Keyword(2) | Object detection |
| 1st Author's Name | Kazutaka Kikuta |
| 1st Author's Affiliation | National Institute of Information and Communications Technology(NICT) |
| 2nd Author's Name | Yuki Murakami |
| 2nd Author's Affiliation | National Institute of Information and Communications Technology(NICT) |
| 3rd Author's Name | Takeshi Murata |
| 3rd Author's Affiliation | National Institute of Information and Communications Technology(NICT) |
| Date | 2021-08-23 |
| Paper # | SIP2021-27 |
| Volume (vol) | vol.121 |
| Number (no) | SIP-144 |
| Page | pp.pp.1-4(SIP), |
| #Pages | 4 |
| Date of Issue | 2021-08-16 (SIP) |