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Escherichia coli detection using thermal images

机译:使用热图像检测大肠杆菌

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摘要

Microbiological contamination detection can require a lengthy process. In the present work, a quick and easy methodology was developed to detect Escherichia coli, using thermal imaging. Escherichia. coli grown on classical LEVINE agar were imaged using a thermal IR camera. A prototype was developed to avoid temperature changes on the surface due to air movement. The prototype which injected heat from the bottom was analyzed thermally to detect relative humidity and temperature changes. The images hadto be taken 15 s after taking the Petri dish from the incubator. The thermal images were processed by counting the pixels per color. A RGB processing algorithm worked better than the grey scale algorithm as yellow and rose could not be discriminated properly. The value was introduced in three equations and a detection success rate of 100% was achieved. The minimum time required for detecting microbial contamination was 5 h.
机译:微生物污染检测可能需要一个漫长的过程。在目前的工作中,开发了一种快速简便的方法,即使用热成像技术检测大肠杆菌。埃希氏菌属。使用红外热像仪对经典LEVINE琼脂上生长的大肠杆菌进行成像。开发了一个原型,以避免由于空气运动而导致表面温度变化。对从底部注入热量的原型进行热分析,以检测相对湿度和温度变化。从培养箱中取出培养皿后,必须在15秒后拍摄图像。通过对每种颜色的像素进行计数来处理热图像。 RGB处理算法的效果优于灰度算法,因为无法正确地区分黄色和玫瑰色。将该值引入三个方程式,检测成功率达到100%。检测微生物污染所需的最短时间为5小时。

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