CIOMP OpenIR
Flame Detection Using Generic Color Model and Improved Block-Based PCA in Active Infrared Camera
Zhao, Q.; Sun, F. D.; Li, W. H.; Liu, P. X.
2018
发表期刊International Journal of Pattern Recognition and Artificial Intelligence
ISSN0218-0014
卷号32期号:5页码:15
摘要In this paper, we proposed an all-weather flame detection algorithm which could make full use of active infrared cameras presently installed in many public places for surveillance purposes. Firstly, according to the different spectral imaging results in day and night, we propose a video type classification algorithm (VTCA) via imaging clues. VTCA could help us select different flame visual features in color image and infrared image. Secondly, we use a generic YCbCr-color-space-based chrominance model to extract regions of interest (ROI) of flame. Thirdly, two flame dynamic features are used to verify the candidate ROIs, which are common flame flicker feature and an improved block-based PCA in consecutive frames. The experimental results show that the proposed flame detection model has been successfully applied to various situations, including day and night, indoor and outdoor on our test video datasets, and it gives a better performance compared with other state-of-the-art methods.
关键词Active infrared camera video-type classification generic color model dynamic flame feature real-time fire Computer Science
DOI10.1142/s0218001418500143
收录类别SCI ; EI
引用统计
文献类型期刊论文
条目标识符http://ir.ciomp.ac.cn/handle/181722/60999
专题中国科学院长春光学精密机械与物理研究所
推荐引用方式
GB/T 7714
Zhao, Q.,Sun, F. D.,Li, W. H.,et al. Flame Detection Using Generic Color Model and Improved Block-Based PCA in Active Infrared Camera[J]. International Journal of Pattern Recognition and Artificial Intelligence,2018,32(5):15.
APA Zhao, Q.,Sun, F. D.,Li, W. H.,&Liu, P. X..(2018).Flame Detection Using Generic Color Model and Improved Block-Based PCA in Active Infrared Camera.International Journal of Pattern Recognition and Artificial Intelligence,32(5),15.
MLA Zhao, Q.,et al."Flame Detection Using Generic Color Model and Improved Block-Based PCA in Active Infrared Camera".International Journal of Pattern Recognition and Artificial Intelligence 32.5(2018):15.
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