Fire detection combining HSI model and improved codebook model

摘要：

The paper presents a fire detection method using HSI model and an improved Codebook model. Based on the statistical feature of fire, we can extract fire-like pixels with HSI model. Owing to the fact that fire is extending and flickering, we propose an improved Codebook model for background subtraction. As a result, moving objects (for example, fire, moving cars) can be detected. At last, utilizing a pixel fusion method, we add the dynamic and statistical fire-like pixels with different weighted values.Experimental results show that our fire detection algorithm is effective and robust

关键词： Codebook HSI Pixel Fusion Fire detect Computer vision

作者: Xiang-Yang Yu Ming-Yu Gao Zhi-Wei He

作者单位: Department of Electronic and Information Hangzhou University of Electronic Science and Technology Hangzhou, Zhejiang Province, China

会议类型: 国际会议

会议名称: Third International Conference on Digital Image Processing(ICDIP 2011)(第三届数字图像处理国际会议)

会议地点: 成都

会议语种:英文

页码: 122-126

在线出版日期: 2011-04-15（万方平台首次上网日期，不代表论文的发表时间）