Flame detection based on Spatio-Temporal Covariance matrix
文献类型：会议论文
| 作者 | Tian DY(田冬英) ; Gu CJ(古长军); Cong Y(丛杨); Zhang YZ(张艳珠); Wang S(王帅)
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| 出版日期 | 2016 |
| 会议日期 | Augest 18-20, 2016 |
| 会议地点 | Macau, PEOPLES R CHINA |
| 关键词 | Fire Detection Background Subtraction Region Covariance Support Vector Machines |
| 页码 | 112-116 |
| 英文摘要 | Automatic fire flame detection is important for intelligent video surveillance. The background model and various color features are usually adopted for flame detection. In this paper, a fire flame detection method is developed by combining both background subtraction and region covariance. The color distribution method and background model with an adaptive background learning model are used to preprocess the image firstly. We then extract the space-temporal covariance matrix, which is used to fuse all the discriminative cues together. Finally we use support vector machine to classify fire scene. The proposed system is effective in detecting uncontrolled fire in complicated environment. Experiments based on several public fire video data sets are utilized to justify the effectiveness of our method. |
| 源文献作者 | S China Univ Technol, Univ Macau, EEE Syst Man & Cybernet Soc, IEEE Robot & Automat Soc, IEEE Control Syst Soc, Beijing Chapter, Chinese Assoc Automat, Chinese Assoc Artificial Intelligence, IEEE SMCA Tech Comm Computat Psychophysiol, IEEE SMCA Tech Comm Bio Mechatron & Bio Robot Syst, IFAC Tech Comm Econ Business & Financial Syst |
| 产权排序 | 1 |
| 会议录 | IEEE ICARM 2016 - 2016 INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND MECHATRONICS (ICARM)
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| 会议录出版者 | IEEE |
| 会议录出版地 | NEW YORK |
| 语种 | 英语 |
| ISBN号 | 978-1-5090-3364-5 |
| WOS记录号 | WOS:000386653600020 |
| 源URL | [http://ir.sia.cn/handle/173321/19409]  |
| 专题 | 沈阳自动化研究所_机器人学研究室 |
| 通讯作者 | Gu CJ(古长军) |
| 作者单位 | 1.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China 2.Automation and Electrical Engineering Department, Shenyang Li Gong University, Shenyang, China |
| 推荐引用方式 GB/T 7714 | Tian DY,Gu CJ,Cong Y,et al. Flame detection based on Spatio-Temporal Covariance matrix[C]. 见:. Macau, PEOPLES R CHINA. Augest 18-20, 2016. |
入库方式： OAI收割
来源：沈阳自动化研究所
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