Researching | Analysis Research on Spectral Confocal Displacement Measurement Method Based on GRNN

Journals >Acta Photonica Sinica >Volume 51 >Issue 3 >Page 0330001 > Article

Acta Photonica Sinica
Vol. 51, Issue 3, 0330001 (2022)

Analysis and Research on Spectral Confocal Displacement Measurement Method Based on GRNN

Chunyan LI, Gengpeng LI^*, Jihong LIU, Dou LUO, and Jiayi LIU

Author Affiliations

School of Electronic Engineering，Xi'an University of Posts & Telecommunications，Xi'an 710121，China

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DOI: 10.3788/gzxb20225103.0330001 Cite this Article

Chunyan LI, Gengpeng LI, Jihong LIU, Dou LUO, Jiayi LIU. Analysis and Research on Spectral Confocal Displacement Measurement Method Based on GRNN[J]. Acta Photonica Sinica, 2022, 51(3): 0330001 Copy Citation Text

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References

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[2] Yoonsoo JANG, Guochao WANG, Sangwon HYUN et al. Comb-referenced laser distance interferometer for industrial nanotechnology. Scientific Reports, 6, 31770(2016).

[3] Jie LIN, Jian GUAN, Feng WEN et al. High-resolution and wide range displacement measurement based on planar grating. Optics Communications, 404, 132-138(2017).

[4] Qing YU, Kun ZHANG, Changcai CUI et al. Method of thickness measurement for transparent specimens with chromatic confocal microscopy. Applied Optics, 57, 9722-9728(2018).

[5] Xicong ZOU, Xuesen ZHAO, Li GUO et al. Noncontact on-machine measurement using a chromatic confocal probe for an ultra-precision turning machine. The International Journal of Advanced Manufacturing Technology, 90, 2163-2172(2017).

[6] Jiao JIAO, Xinghui LI, Qian ZHOU et al. Improved chromatic confocal displacement-sensor based on a spatial-bandpass-filter and an X-shaped fiber-coupler. Optics Express, 27, 10961-10973(2019).

[7] Bo PENG, Xinghua QU, Fumin ZHANG et al. Absolute angle and glass thickness measurement based on dispersive interferometry. IEEE Photonics Technology Letters, 31, 1285-1288(2019).

[8] Wenlong LU, Cheng CHEN, Jian WANG et al. Characterization of the displacement response in chromatic confocal microscopy with a hybrid radial basis function network. Optics Express, 27, 22737-22752(2019).

[9] Jiao BAI, Xinghui LI, Qian ZHOU et al. Monte Carlo based analysis of confocal peak extraction uncertainty. Measurement Science and Technology, 28, 105016(2017).

[10] Cheng CHEN, Jian WANG, Xiaojun LIU et al. Influence of sample surface height for evaluation of peak extraction algorithms in confocal microscopy. Applied Optics, 57, 6516-6526(2018).

[11] Cheng CHEN, Jian WANG, Richard LEACH et al. Corrected parabolic fitting for height extraction in confocal microscopy. Optics Express, 3, 3682-3697(2019).

[12] Jiubin TAN, Chenguang LIU, Jian LIU et al. Sinc2 fitting for height extraction in confocal scanning. Measurement Science and Technology, 27, 025006(2016).

[13] Xuzhan CHEN, Youping CHEN, K GUPTA et al. SliceNet: a proficient model for real-time 3D shape-based recognition. Neurocomputing, 316, 144-155(2018).

[14] P A KOWALSKI, M KUSY. Algorithms for triggering general regression neural network. Computational Intelligence and Mathematics for Tackling Complex Problems, 3, 177-182(2022).

[15] F SADEGHI, Yang YU, Xinqun ZHU et al. Damage identification of steel-concrete composite beams based on modal strain energy changes through general regression neural network. Engineering Structures, 244, 112824(2021).

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Chunyan LI, Gengpeng LI, Jihong LIU, Dou LUO, Jiayi LIU. Analysis and Research on Spectral Confocal Displacement Measurement Method Based on GRNN[J]. Acta Photonica Sinica, 2022, 51(3): 0330001

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