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Detection of foreign materials in cotton using a multi-wavelength imaging method

机译:使用多波长成像方法检测棉花中的异物

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摘要

Technologies currently in use cannot effectively detect foreign materials in cotton because they appear the same as the cotton fibres. The objective of this research was to develop a multiwavelength imaging system (MIS) for detecting foreign materials in the spectral region from 405 nm to 940 nm. This method is based on the principle that different materials have different spectral absorptions and reflectance characteristics. Through experiments, we determined an optimal wavelength for detecting each particular kind of foreign material. Then multi-wavelength images of foreign materials were captured using a CCD camera at different optimal wavelengths for each source of illumination. An image fusion algorithm based on wavelet analysis was created to acquire complete information on foreign materials. Imaging results showed that a combination of the wavelengths 405 nm and 850 nm was the most appropriate for detection of a wide range of foreign materials, and this provided an effective method for the detection of these foreign materials in cotton.
机译:当前使用的技术无法有效地检测棉花中的异物,因为它们看起来与棉纤维相同。这项研究的目的是开发一种多波长成像系统(MIS),用于检测405 nm至940 nm光谱区域中的异物。该方法基于以下原理:不同的材料具有不同的光谱吸收率和反射率特性。通过实验,我们确定了检测每种特定种类异物的最佳波长。然后,对于每个照明源,使用CCD相机以不同的最佳波长捕获异物的多波长图像。创建了基于小波分析的图像融合算法,以获取有关异物的完整信息。成像结果表明,波长405 nm和850 nm的组合最适合检测各种异物,这为检测棉中这些异物提供了一种有效的方法。

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