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Journals >Acta Photonica Sinica >Volume 49 >Issue 3 >Page 0330001 > Article

Acta Photonica Sinica
Vol. 49, Issue 3, 0330001 (2020)

Multi-channel Raman Spectral Reconstruction Based on Gaussian Kernel Principal Component Analysis

Xin WANG^1、2, Zhe-ming KANG¹, Long LIU¹, and Xian-guang FAN^1、2、*

Author Affiliations

¹Department of Instrumental and Electrical Engineering, Xiamen University, Xiamen, Fujian 361005, China

²Fujian Key Laboratory of Universities and Colleges for Transducer Technology, Xiamen Key Laboratory of Optoelectronic Transducer Technology, Xiamen, Fujian 361005, China

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DOI: 10.3788/gzxb20204903.0330001 Cite this Article

Xin WANG, Zhe-ming KANG, Long LIU, Xian-guang FAN. Multi-channel Raman Spectral Reconstruction Based on Gaussian Kernel Principal Component Analysis[J]. Acta Photonica Sinica, 2020, 49(3): 0330001 Copy Citation Text

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References

[1] M D MORRIS. Review-modern Raman spectroscopy: a practical approach. Analytical Chemistry, 78, 33-33(2006).

[3] I GEIMAN, M LEONA, J R LOMBARDI. Application of Raman spectroscopy and surface-enhanced Raman scattering to the analysis of synthetic dyes found in ballpoint pen inks. Journal of Forensic Sciences, 54, 947-952(2009).

[4] J POPP, T MAYERHOFER. Surface-enhanced Raman spectroscopy. Analytical & Bioanalytical Chemistry, 394, 1717-1718(2009).

[5] Wei-gao XU, Nan-nan MAO, Jin ZHANG. Graphene: A platform for surface-enhanced Raman spectroscopy. Small, 9, 1206-1224(2013).

[6] Zheng LIU, Song-yuan DING, Zhao-bin CHEN. Revealing the molecular structure of single-molecule junctions in different conductance states by fishing-mode tip-enhanced Raman spectroscopy. Nature Communications, 2, 305-310(2011).

[7] A ZUMBUSCH, G R HOLTOM, X S XIE. Three-dimensional vibrational imaging by coherent anti-stokes Raman scattering. Physical Review Letters, 82, 4142-4145(1999).

[8] W FREUDIGER, W MIN, B G SAAR. Label-free biomedical imaging with high sensitivity by stimulated Raman scattering microscopy. Science, 322, 1857-1861(2008).

[9] Wei DONG, Shuo CHEN, Yi-hong ONG. Fast wide-field Raman spectroscopic imaging based on simultaneous multi-channel image acquisition and Wiener estimation. Optics Letters, 41, 2783-2786(2016).

[10] Hui-liang SHEN, J H XIN, Si-jie SHAO. Improved reflectance reconstruction for multispectral imaging by combining different techniques. Optics Express, 15, 5531-5536(2007).

[11] Shuo CHEN, Yi-hong ONG, Quan LIU. Fast reconstruction of Raman spectra from narrow-band measurements based on Wiener estimation. Journal of Raman Spectroscopy, 44, 875-881(2012).

[12] Shuo CHEN, Yi-hong ONG, Quan LIU. A method to create a universal calibration dataset for Raman reconstruction based on Wiener estimation. IEEE Journal of Selected Topics in Quantum Electronics, 22, 1-7(2016).

[13] Hui-liang SHEN, Pu-qing CAI, Si-jie SHAO. Reflectance reconstruction for multispectral imaging by adaptive Wiener estimation. Optics Express, 15, 15545-15554(2007).

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Xin WANG, Zhe-ming KANG, Long LIU, Xian-guang FAN. Multi-channel Raman Spectral Reconstruction Based on Gaussian Kernel Principal Component Analysis[J]. Acta Photonica Sinica, 2020, 49(3): 0330001

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