Acta Optica Sinica, Volume. 38, Issue 5, 0511002(2018)

Speckle Noise Reduction of Optical Coherence Tomography Based on Robust Principle Component Analysis Algorithm

Zhiling Yuan1, Junbo Chen1, Weiyuan Huang1, Bo Wei1, and Zhilie Tang1,2、*
Author Affiliations
  • 1 School of Physics and Telecommunication Engineering, South China Normal University, Guangzhou, Guangdong 510006, China
  • 2 National Exemplary Center for Experiment Teaching of Basic Courses in Physics, South China Normal University, Guangzhou, Guangdong 510006, China
  • show less
    References(21)

    [1] Huang D, Swanson E A, Lin C P et al. Optical coherence tomography[J]. Science, 254, 1178-1181(1991).

    [2] Brezinski M E[M]. Optical coherence tomography: principles and applications, 333-394(2005).

    [4] Goodman J W[M]. Speckle phenomena in optics: theory and applications, 165-166(2009).

    [5] Yao X L, Ji K H, Liu G P et al. Blood flow imaging by optical coherence tomography based on speckle variance and doppler algorithm[J]. Laser & Optoelectronics Progress, 54, 031702(2017).

    [7] Yang L, Hong W, Wang C et al. Flow velocity measurement based on speckle in optical coherence tomography[J]. Chinese Journal of Lasers, 39, 0504002(2012).

    [14] Wright J, Ganesh A, Rao S et al. Robust principal component analysis: exact recovery of corrupted low-rank matrices[C]. Advances in Neural Information Processing Systems, 2080-2088(2009).

    [16] Candès E J, Li X D, Ma Y et al. Robust principal component analysis?[J]. Journal of the ACM, 58, 11(2009).

    [17] [17] Lin ZC, Chen MM, MaY, et al. The augmented lagrange multiplier method for exact recovery of corrupted low-rank matrices[J]. arXiv Preprint arXiv:1009.5055, 2010.

    Tools

    Get Citation

    Copy Citation Text

    Zhiling Yuan, Junbo Chen, Weiyuan Huang, Bo Wei, Zhilie Tang. Speckle Noise Reduction of Optical Coherence Tomography Based on Robust Principle Component Analysis Algorithm[J]. Acta Optica Sinica, 2018, 38(5): 0511002

    Download Citation

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

    Category: Imaging Systems

    Received: Oct. 23, 2017

    Accepted: --

    Published Online: Jul. 10, 2018

    The Author Email: Tang Zhilie (tangzhl@scnu.cdu.cn)

    DOI:10.3788/AOS201838.0511002

    Topics