Study on the Image Processing Methods for a Flame Exposed to an Incense Smoke Environment

IF 3 3区 农林科学 Q2 ECOLOGY Fire-Switzerland Pub Date : 2023-07-06 DOI:10.3390/fire6070270
Biao Sun, Weishan Zhang, Wei Wang, Danping Hao
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Abstract

Identification of flames to detect fires is hindered by the smoke generated from Chinese incense in traditional temples. Especially during holiday periods, smoke presents a large influence on the effectiveness of image-based flame identification. To have a deep understanding of the incense smoke impacting the flame outline, a series of tests were conducted to study the flame, varying incense smoke concentration and test time, respectively. It is found that when the flame is exposed to a thin incense smoke environment, nearly all the methods used for flame identification are effective. When the flame is surrounded by thick smoke, the flame image after treating by the self-adaptive image histogram equalization method is blurry. When the retinex algorithm is used for image treatment, the blue color near the flame is detected, which enlarges the flame area detection. The retinex algorithm can be used to obtain a clear flame outline even when the flame is exposed to a cloud of thick smoke. This is important for flame identification in the traditional Chinese temples where the thick smoke surrounds them, especially during national holiday periods. This work attempts to provide a potential method for flame identification and improve the safety level of historic buildings.
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熏香烟雾环境下火焰图像处理方法研究
在传统寺庙中,中国香火产生的烟雾阻碍了对火焰的识别。特别是在节假日,烟雾对基于图像的火焰识别的有效性有很大的影响。为了深入了解熏香烟雾对火焰轮廓的影响,分别对火焰、不同熏香烟雾浓度和试验时间进行了一系列试验研究。研究发现,当火焰暴露在稀薄的熏香烟雾环境中时,几乎所有用于火焰识别的方法都是有效的。当火焰被浓烟包围时,采用自适应图像直方图均衡化方法处理后的火焰图像模糊。当使用retinex算法进行图像处理时,检测到火焰附近的蓝色,扩大了火焰区域的检测。即使火焰暴露在厚厚的烟雾中,也可以使用retinex算法获得清晰的火焰轮廓。这对中国传统寺庙的火焰识别很重要,因为寺庙周围都是浓烟,尤其是在国家节日期间。本工作旨在为历史建筑的火焰识别提供一种潜在的方法,提高历史建筑的安全水平。
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来源期刊
Fire-Switzerland
Fire-Switzerland Multiple-
CiteScore
3.10
自引率
15.60%
发文量
182
审稿时长
11 weeks
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