利用高光谱成像技术表征近红外染料染色织物。

IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION
Applied Spectroscopy Pub Date : 2024-09-01 Epub Date: 2024-06-17 DOI:10.1177/00037028241258111
Rajbir Kaur, Muhammad Mudassir Arif Chaudhry, Catherine Findlay, Mohammad Nadimi, Mashiur Rahman, Jitendra Paliwal
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引用次数: 0

摘要

近红外(NIR)染料具有一种独特的能力,能与近红外区域的光产生有利的相互作用,这在对隐形和伪装要求极高的领域(如军服)尤其有趣。研究人员使用可见光-近红外(Vis-NIR)和短波红外(SWIR)高光谱成像技术对使用近红外吸收染料染色的棉织物进行了表征。研究的目的是分辨染料浓度和染色温度变化引起的光谱变化,因为这些参数会直接影响织物的色牢度和抗折牢度,从而影响伪装效果。织物在三种浓度(2.5%、5% 和 10%)和两种染色温度(55 ℃ 和 85 ℃)下染色,对光谱进行主成分分析 (PCA) 和偏最小二乘判别分析 (PLS-DA),以根据染料浓度对织物进行判别。PCA 模型成功地根据染料浓度和染色温度对织物进行了区分,而 PLS-DA 模型在可见光-近红外范围内的分类准确率在 75% 到 100% 之间。西南红外区域的光谱不能用于检测近红外染料浓度的差异。这一发现很有希望,因为它符合制造在不同染料浓度下仍无法区分的近红外染色迷彩织物的目标。这些结果为进一步探索增强纺织品在军事应用中的隐形能力提供了可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Characterization of Near Infrared-Dye Colored Fabrics Using Hyperspectral Imaging.

Near-infrared (NIR) dyes have a unique ability to interact favorably with light in the NIR region, which is particularly interesting where stealth and camouflage are paramount, such as in military uniforms. Characterization of cotton fabric dyed with NIR-absorbing dyes using visible-NIR (Vis-NIR) and short-wave infrared (SWIR) hyperspectral imaging was done. The aim of the study was to discern spectral changes caused by variations in dye concentration and dyeing temperature as these parameters directly influence color- and crocking-fastness of fabrics impacting the camouflage effect. The fabric was dyed at three concentrations (2.5, 5, and 10%) and two dyeing temperatures (55 °C and 85 °C) and principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA) were performed on the spectra to discriminate the fabrics based on dye concentrations. The PCA models successfully segregated the fabrics based on the dye concentration and dyeing temperature, while PLS-DA models demonstrated classification accuracies between 75 and 100% in the Vis-NIR range. Spectra in the SWIR region could not be used to detect the differences in the concentrations of the NIR dyes. This finding is promising, as it aligns with the objective of creating NIR-dyed camouflage fabrics that remain indistinguishable under varying dye concentrations. These results open possibilities for further exploration in enhancing the stealth capabilities of textiles in military applications.

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来源期刊
Applied Spectroscopy
Applied Spectroscopy 工程技术-光谱学
CiteScore
6.60
自引率
5.70%
发文量
139
审稿时长
3.5 months
期刊介绍: Applied Spectroscopy is one of the world''s leading spectroscopy journals, publishing high-quality peer-reviewed articles, both fundamental and applied, covering all aspects of spectroscopy. Established in 1951, the journal is owned by the Society for Applied Spectroscopy and is published monthly. The journal is dedicated to fulfilling the mission of the Society to “…advance and disseminate knowledge and information concerning the art and science of spectroscopy and other allied sciences.”
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