Laser & Optoelectronics Progress, Volume. 57, Issue 1, 013001(2020)
Rapid Nondestructive Identification of Wood Lacquer Using Raman Spectroscopy Based on Characteristic-Band-Fisher-K Nearest Neighbor
[1] Hu L, Su J Q, Lin X et al. Synthesis and properties of castor oil-based waterborne polyurethane wood coating cured through UV/air dual process[J]. Surface Technology, 48, 219-227(2019).
[2] Huang L, Liang W H, Qin M H. Effect of temperature on formaldehyde and volatile organic compound emissions from a wood lacquer[J]. Building Science, 34, 71-76, 88(2018).
[5] Gao F, Xu L Z, Zhang Y J et al. Analytical Raman spectroscopic study for discriminant analysis of different animal-derived feedstuff: understanding the high correlation between Raman spectroscopy and lipid characteristics[J]. Food Chemistry, 240, 989-996(2018).
[6] Yu J, Wang L Q, Wang J F et al. The research and applications of Raman spectroscopy in the identification of paints[J]. Modern Instruments, 18, 21-23(2012).
[7] Xu Z S, Chen D J, Lü H R et al. Raman spectra: recent developments to revolutionize trace evidence[J]. Shandong Chemical Industry, 45, 70-72(2016).
[8] Saito R, Tatsumi Y, Huang S et al. Raman spectroscopy of transition metal dichalcogenides[J]. Journal of Physics: Condensed Matter, 28, 353002(2016).
[9] Li H D, Xu Q S, Liang Y Z. LibPLS: an integrated library for partial least squares regression and linear discriminant analysis[J]. Chemometrics and Intelligent Laboratory Systems, 176, 34-43(2018).
[11] Li F, Wang J X, Chyu M K et al. Weak fault diagnosis of rotating machinery based on feature reduction with supervised orthogonal local fisher discriminant analysis[J]. Neurocomputing, 168, 505-519(2015).
[12] Deng Z Y, Zhu X S, Cheng D B et al. Efficient kNN classification algorithm for big data[J]. Neurocomputing, 195, 143-148(2016).
[13] Li Y P. Identification of edible oil and detection of its adulteration via Raman spectroscopy[D]. Guangzhou: Jinan University(2016).
[14] Li Z G, Peng S L, Yang N et al. Quantitative analysis method of infrared spectra based on derivative spectra fusion modeling[J]. Chinese Journal of Analytical Chemistry, 44, 437-443(2016).
[15] Liu X B, Zhang Z M, Liang Y Z et al. Baseline correction of high resolution spectral profile data based on exponential smoothing[J]. Chemometrics and Intelligent Laboratory Systems, 139, 97-108(2014).
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Ya He, Jifen Wang. Rapid Nondestructive Identification of Wood Lacquer Using Raman Spectroscopy Based on Characteristic-Band-Fisher-K Nearest Neighbor[J]. Laser & Optoelectronics Progress, 2020, 57(1): 013001
Category: Spectroscopy
Received: May. 5, 2019
Accepted: Jul. 2, 2019
Published Online: Jan. 3, 2020
The Author Email: Wang Jifen (wangjifen58@126.com)