A novel smoke detection algorithm based on MSER tracking

Sun Li, Bo Wang, Liming Gong, Zhiqiang Zhou, Hailuo Wang

科研成果: 书/报告/会议事项章节会议稿件同行评审

7 引用 (Scopus)

摘要

The smoke detection in remote video surveillance is a very important task in the field of computer vision and forest fire prevention. In order to solve this problem, a novel smoke detection algorithm based on dual-threshold MSER tracking is proposed. The algorithm is divided into three stages: generation of candidate smoke region, confirmation of candidate smoke region and tracking of smoke region. At different stages, different thresholds are used in the MSER tracking, and then the static and dynamic judgments of smoke are proposed to identify the smoke region. Experiment results show that the algorithm is able to achieve more reliable and accurate detection performance than other state-of-art smoke detection methods in the remote video surveillance.

源语言英语
主期刊名Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015
出版商Institute of Electrical and Electronics Engineers Inc.
5676-5681
页数6
ISBN(电子版)9781479970179
DOI
出版状态已出版 - 17 7月 2015
活动27th Chinese Control and Decision Conference, CCDC 2015 - Qingdao, 中国
期限: 23 5月 201525 5月 2015

出版系列

姓名Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015

会议

会议27th Chinese Control and Decision Conference, CCDC 2015
国家/地区中国
Qingdao
时期23/05/1525/05/15

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