A new image-based real-time flame detection method using color analysis

doi:10.1109/ICNSC.2005.1461169

淡江大學機構典藏 > 工學院 > 資訊工程學系暨研究所 > 會議論文 > Item 987654321/37483

請使用永久網址來引用或連結此文件: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/37483

題名:	A new image-based real-time flame detection method using color analysis
作者:	洪文斌;Horng, Wen-bing;彭建文;Peng, Jian-wen;陳志遠;Chen, Chih-yuan
貢獻者:	淡江大學資訊工程學系
日期:	2005-03-19
上傳時間:	2010-04-15 10:22:04 (UTC+8)
出版者:	Institute of Electrical and Electronics Engineers (IEEE)
摘要:	A new image-based real-time flame detection method is proposed in this paper. First, fire flame features based on the HSI color model are extracted by analyzing 70 flame images. Then, based on these flame features, regions with fire-like colors are roughly separated from an image. Besides segmenting fire flame regions, background objects with similar fire colors or caused by color shift resulted from the reflection of fire flames are also separated from the image. In order to get rid of these spurious fire-like regions, the image difference method and the invented color masking technique are applied. Finally, a simple method is devised to estimate the burning degree of fire flames so that users could be informed with a proper warning alarm. The proposed method is tested with seven diverse fire flame video clips on a Pentium II 350 processor with 128 MB RAM at the process speed of thirty frames per second. The experimental results are quite encouraging. The proposed method can achieve more than 96.97% detection rate on average. In addition, the system can correctly recognize fire flames within one second on the initial combustion from the test video clips, which seems very promising.
關聯:	Networking, Sensing and Control, 2005. Proceedings. 2005 IEEE, pp.100-105
DOI:	10.1109/ICNSC.2005.1461169
顯示於類別:	[資訊工程學系暨研究所] 會議論文

文件中的檔案:

檔案	描述	大小	格式	瀏覽次數
0780388127_p100-105.pdf		1083Kb	Adobe PDF	1715	檢視/開啟
index.html		0Kb	HTML	276	檢視/開啟

在機構典藏中所有的資料項目都受到原著作權保護.

TAIR相關文章

資料載入中.....