An Algorithm of Early Smoke Detection Based on Multiple Features

摘要：

An early smoke detection algorithm based on Codebook model and multiple features is presented in this paper. First, the foreground is obtained by using the Codebook algorithm. Second, the model of color distribution and the model of shape feathers of smoke are applied to detect the suspected smoke area in the foreground. Finally, the false alarm rate is reduced effectively by using dynamic features in the diffusion process of smoke. Experimental results show that our algorithm has good detection performance and achieves real-time requirement which is very important for real application.

关键词： Smoke detection Codebook model Multiple features ROC curve

作者: Mingxin Jiang Xingyang Cai Hongyu Wang

作者单位: College of Electrical&Information Engineering Dalian University of Technology, Dalian, China College College of Electrical&Information Engineering Dalian University of Technology, Dalian, China

会议类型: 国际会议

会议名称: 2011 International Conference on Advanced Materials and Engineering Materials(2011先进材料与工程材料国际会议 ICAMEM 2011)

会议地点: 沈阳

会议语种:英文

页码: 1254-1257

在线出版日期: 2011-11-22（万方平台首次上网日期，不代表论文的发表时间）