Machine learning-assisted vibrational spectroscopy for textile fiber identification in historical tapestries
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OpenAlex topics: Cultural Heritage Materials Analysis · Industrial Vision Systems and Defect Detection · Color Science and Applications
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References (28)
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1. Hennel-Bernasikowa · 2011 · 122
2. Reflectance FT-IR spectroscopy as a viable option for textile fiber identification10.1186/s40494-019-0337-z ↗
3. Identification and classification of textile fibres using ATR-FT-IR spectroscopy with chemometric methods10.1016/j.saa.2016.09.007 ↗
4. Understanding the structural degradation of South American historical silk: a Focal Plane Array (FPA) FTIR and multivariate analysis10.1038/s41598-019-53763-5 ↗
5. Developing a non‑invasive tool to assess the impact of oxidation on the structural integrity of historic wool in Tudor tapestries10.1186/s40494-017-0162-1 ↗
6. Spectral characterization of wool fabric dyed with indicaxanthin natural dye: study of the fluorescence property10.1016/j.indcrop.2013.01.029 ↗
7. A. Pielesz, A. Wesełucha-Birczyńska, The identification of structural changes in the keratin of wool fiber dyed with an azo dye using the Raman and Fourier transform infrared spectroscopy methods. J. Mol. Struct. 555 (200) 325–334 | 10.1016/S0022-2860(00)00617-710.1016/S0022-2860(00)00617-7 ↗
8. Quantitative determination of the fiber components in textiles by near-infrared spectroscopy and extreme learning machine
9. Quantification of components of textile fabrics by using chemometric techniques with FT-NIR spectroscopic data10.3329/bjsir.v57i4.63377 ↗
10. Raw cellulosic fibers: characterization and classification by FTIR‑ATR spectroscopy and multivariate analysis (PCA and LDA)10.1007/s42824-024-00104-1 ↗
11. Genetic algorithm optimisation combined with partial least squares regression and mutual information variable selection procedures in near-infrared quantitative analysis of cotton–viscose textiles10.1016/j.aca.2007.03.024 ↗
12. Discrimination of cellulose fabrics using infrared spectroscopy and newly developed discriminant analysis10.1016/j.saa.2021.119772 ↗
13. Classification of pre-dyed textile fibers exposed to weathering and photodegradation by non-destructive excitation-emission fluorescence spectroscopy paired with discriminant unfolded-partial least squares10.1016/j.forc.2018.11.001 ↗
14. Characterization of silk-cotton and wool-cotton blends pattern books by fiber optics reflectance spectroscopy. The booming market of first synthetic textile dyes in early 20th century10.1016/j.microc.2022.107178 ↗
15. Mapping materials and dyes on historic tapestries using hyperspectral imaging10.3390/heritage6030168 ↗
16. Non-invasive identification of textile fibres using near-infrared fibre optics reflectance spectroscopy and multivariate classification techniques10.1140/epjp/s13360-021-02267-1 ↗
17. Historical silks: a novel method to evaluate their condition with ATR-FTIR spectroscopy and Principal Component Analysis10.1016/j.culher.2024.01.015 ↗
18. Development of a non-destructive methodology using ATR-FTIR and chemometrics to discriminate wild silk species in heritage collections10.1016/j.saa.2021.120788 ↗
19. Circular economy of post-consumer textile waste: classification through infrared spectroscopy10.1016/j.jclepro.2020.123011 ↗
20. Identification and classification of silks using infrared spectroscopy
21. Surface chemical changes of atmospheric pressure plasma treated rabbit fibres important for felting proces10.1016/j.apsusc.2015.07.121 ↗
22. Characterization of atmospheric pressure plasma treated pure cashmere and wool/cashmere textiles: treatment in air/water vapor mixture10.1016/j.apsusc.2015.05.010 ↗
23. Analytical methods for the characterization of organic dyes in artworks and in historical textiles10.1080/05704920902937876 ↗
24. In situ Raman and IR spectroscopic analysis of indigo dye10.1039/c0ay00311e ↗
25. Yellow lake pigments from weld in art: investigating the Winsor & Newton 19th century archive10.3390/heritage4010026 ↗
26. Chromatographic and spectroscopic identification and recognition of ammoniacal cochineal dyes and pigments10.1016/j.saa.2016.03.007 ↗
27. Universal analytical method for characterization of yellow and related natural dyes in liturgical vestments from Krakow10.1016/j.culher.2020.04.011 ↗
28. A comparative analysis of machine learning algorithms for classification purpose10.1016/j.procs.2022.12.044 ↗