Infrared and Laser Engineering, Volume. 51, Issue 2, 20220006(2022)

A learning based on approach for noise reduction with raster images

Jiaye Wang1,2,3, Yixuan Li1,2,3, and Yuzhen Zhang1,2,3
Author Affiliations
  • 1School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing 210094, China
  • 2Jiangsu Key Laboratory of Spectral Imaging and Intelligent Sense, Nanjing University of Science and Technology, Nanjing 210094, China
  • 3Smart Computational Imaging Laboratory (SCILab), Nanjing University of Science and Technology, Nanjing 210094, China
  • show less
    References(19)

    [1] Gorthi S S, Rastogi P. Fringe projection techniques: Whither we are?[J]. Optics and Lasers in Engineering, 48, 133-140(2010).

    [2] Feng S, Chen Q, Gu G, et al. Fringe pattern analysis using deep learning[J]. Advanced Photonics, 1, 025001(2019).

    [3] Qian K. Two-dimensional windowed Fourier transform for fringe pattern analysis: Principles, applications and implementations[J]. Optics and Lasers in Engineering, 45(2), 304-317(2007).

    [4] Xu J, Zhang S. Status, challenges, and future perspectives of fringe projection profilometry[J]. Optics and Lasers in Engineering, 135, 106193(2020).

    [5] Zhang S. High-speed 3 D shape measurement with structured light methods: A review[J]. Optics and Lasers in Engineering, 106, 119-131(2018).

    [6] Feng S, Zuo C, Yin W, et al. Micro deep learning profilometry for high-speed 3 D surface imaging[J]. Optics and Lasers in Engineering, 121, 416-427(2019).

    [7] Ma G Q, Liu L, Yu Z L, et al. Application and development of three-dimensional profile measurement for large and complex surface[J]. Chinese Optics, 12, 214-228(2019).

    [8] Zhang Q, Wang Q, Hou Z, et al. Three-dimensional shape measurement for an underwater object based on two-dimensional grating pattern projection[J]. Optics& Laser Technology, 43, 801-805(2011).

    [9] Yin W, Chen Q, Feng S, et al. Temporal phase unwrapping using deep learning[J]. Scientific Reports, 9, 20175(2019).

    [10] Feng S, Zuo C, Yin W, et al. Application of deep learning technology to fringe projection 3 D imaging[J]. Infrared and Laser Engineering, 49, 0303018(2020).

    [11] Zhong J X, Feng S, Yin W, et al. Speckle projection profilometry with deep learning[J]. Infrared and Laser Engineering, 49, 20200011(2020).

    [12] [12] Malacara D. Optical Shop Testing[M]. New Yk: John Wiley & Sons, 2007: 59.

    [13] Zuo C, Huang L, Zhang M, et al. Temporal phase unwrapping algorithms for fringe projection profilometry: A comparative review[J]. Optics and Lasers in Engineering, 85, 84-103(2016).

    [14] Zuo C, Feng S, Huang L, et al. Phase shifting algorithms for fringe projection profilometry: A review[J]. Optics and Lasers in Engineering, 109, 23-59(2018).

    [15] Lohry W, Zhang S. High-speed absolute three-dimensional shape measurement using three binary dithered patterns[J]. Optics Express, 22 (22), 26752-26762(2014).

    [16] Wu Z, Guo W, Zhang Q. High-speed three-dimensional shape measurement based on shifting Gray-code light[J]. Optics Express, 27, 22631-22644(2019).

    [17] Feng S, Zuo C, Tao T, et al. Robust dynamic 3-D measurements with motion-compensated phase-shifting profilometry[J]. Optics and Lasers in Engineering, 103, 127-138(2018).

    [18] Zhang H, Zhang Q, Li Y, et al. High-speed 3 D shape measurement with temporal Fourier transform profilometry[J]. Applied Sciences, 9, 4123(2019).

    [19] Wang L Z, Wang Y, Liang J, et al. Measurement of full-field strain incell phone dropping test by high-speed 3 D digital image correlation method[J]. Optics and Precision Engineering, 26, 2174-2180(2018).

    CLP Journals

    [1] Jianhua SHANG, Gang WANG, Yang LIU, Haiqin XU, Jiatong SUN. Multi-scale phase extraction network for structured light based on discrete wavelet transform and attention mechanism[J]. Infrared and Laser Engineering, 2025, 54(6): 20250076

    Tools

    Get Citation

    Copy Citation Text

    Jiaye Wang, Yixuan Li, Yuzhen Zhang. A learning based on approach for noise reduction with raster images[J]. Infrared and Laser Engineering, 2022, 51(2): 20220006

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Special issue-Computational optical imaging technology

    Received: Nov. 3, 2021

    Accepted: Feb. 14, 2022

    Published Online: Mar. 21, 2022

    The Author Email:

    DOI:10.3788/IRLA20220006

    Topics