Fire detection combining HSI model and improved codebook model

Xiang-Yang Yu; Ming-Yu Gao; Zhi-Wei He

doi:10.1117/12.896490

8 July 2011 Fire detection combining HSI model and improved codebook model

Xiang-Yang Yu, Ming-Yu Gao, Zhi-Wei He

Proceedings Volume 8009, Third International Conference on Digital Image Processing (ICDIP 2011); 80090O (2011) https://doi.org/10.1117/12.896490
Event: 3rd International Conference on Digital Image Processing, 2011, Chengdu, China

Abstract

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.

Citation Download Citation

Xiang-Yang Yu, Ming-Yu Gao, and Zhi-Wei He "Fire detection combining HSI model and improved codebook model", Proc. SPIE 8009, Third International Conference on Digital Image Processing (ICDIP 2011), 80090O (8 July 2011); https://doi.org/10.1117/12.896490

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