• Laser & Optoelectronics Progress
  • Vol. 58, Issue 22, 2210004 (2021)
Hanhong Ren1, Weiyuan Huang1, Nanshou Wu1, Jiayi Wu1, Jiayi Lin1, Yongbo Wu1, Chujun Zheng1, Xiaofang Jiang1、2、*, and Zhilie Tang1、2、**
Author Affiliations
  • 1School of Physics and Telecommunication Engineering, South China Normal University, Guangzhou, Guangdong 510006, China
  • 2Guangdong Provincial Key Laboratory of Quantum Control Engineering and Quantum Materials, Guangzhou, Guangdong 510006, China
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    DOI: 10.3788/LOP202158.2210004 Cite this Article Set citation alerts
    Hanhong Ren, Weiyuan Huang, Nanshou Wu, Jiayi Wu, Jiayi Lin, Yongbo Wu, Chujun Zheng, Xiaofang Jiang, Zhilie Tang. Removal of Motion Artifact in Top View of Optical Coherence Tomography Angiography Based on Compensated Eigenimage Filtering Algorithm[J]. Laser & Optoelectronics Progress, 2021, 58(22): 2210004 Copy Citation Text show less
    References

    [1] Wang R K, Jacques S L, Ma Z H et al. Three dimensional optical angiography[J]. Optics Express, 15, 4083-4097(2007).

    [2] Si P J, Wang L, Xu M E. Tumor cell invasion imaging based on optical coherence tomography[J]. Chinese Journal of Lasers, 46, 0907003(2019).

    [3] Ding Z H, Zhao C, Bao W et al. Advances in Doppler optical coherence tomography[J]. Laser & Optoelectronics Progress, 50, 080005(2013).

    [4] Gao Y Z, Yuan Y, Ma Z H. High-resolution cortical blood flow imaging based on optical coherence tomography[J]. Laser & Optoelectronics Progress, 56, 111101(2019).

    [5] Fang Y H, Gong W, Yang D Y et al. Monitoring of ischemia-reperfusion process of rat kidney using optical coherence tomography[J]. Chinese Journal of Lasers, 47, 0607002(2020).

    [6] Gao Y, Li Z L, Zhang J H et al. Automatic measurement method for corneal thickness of optical coherence tomography images[J]. Acta Optica Sinica, 39, 0311003(2019).

    [7] Spaide R F, Fujimoto J G, Waheed N K et al. Optical coherence tomography angiography[J]. Progress in Retinal and Eye Research, 64, 1-55(2018).

    [8] Poddar R, Migacz J V, Schwartz D M et al. Challenges and advantages in wide-field optical coherence tomography angiography imaging of the human retinal and choroidal vasculature at 1.7-MHz A-scan rate[J]. Journal of Biomedical Optics, 22, 106018(2020).

    [9] Mariampillai A, Standish B A, Moriyama E H et al. Speckle variance detection of microvasculature using swept-source optical coherence tomography[J]. Optics Letters, 33, 1530-1532(2008).

    [10] Fingler J, Zawadzki R J, Werner J S et al. Volumetric microvascular imaging of human retina using optical coherence tomography with a novel motion contrast technique[J]. Optics Express, 17, 22190-22200(2009).

    [11] Poddar R, Kim D Y, Werner J S et al. In vivo imaging of human vasculature in the chorioretinal complex using phase-variance contrast method with phase-stabilized 1-μm swept-source optical coherence tomography[J]. Journal of Biomedical Optics, 19, 126010(2020).

    [12] Wang M Y, Zeng Y G, Liang X J et al. Full-field optical micro-angiography[J]. Applied Physics Letters, 104, 053704(2014).

    [13] Chen J B, Zeng Y G, Yuan Z L et al. Optical coherence tomography based on dynamic speckle[J]. Acta Optica Sinica, 38, 0111001(2018).

    [14] Brea L S, de Jesus D A, Shirazi M F et al. Review on retrospective procedures to correct retinal motion artefacts in OCT imaging[J]. Applied Sciences, 9, 2700(2019).

    [15] Reif R, Baran U, Wang R K. Motion artifact and background noise suppression on optical microangiography frames using a naïve Bayes mask[J]. Applied Optics, 53, 4164-4171(2014).

    [16] Liu X W, Wang H N, Qian Z Y. Denoising process of OCT image based on wavelet transform[J]. Acta Photonica Sinica, 35, 935-939(2006).

    [17] Zang P X, Liu G J, Zhang M et al. Automated motion correction using parallel-strip registration for wide-field en face OCT angiogram[J]. Biomedical Optics Express, 7, 2823-2836(2016).

    [18] Zhang Q Q, Huang Y P, Zhang T et al. Wide-field imaging of retinal vasculature using optical coherence tomography-based microangiography provided by motion tracking[J]. Journal of Biomedical Optics, 20, 066008(2015).

    [19] Kraus M F, Potsaid B, Mayer M A et al. Motion correction in optical coherence tomography volumes on a per A-scan basis using orthogonal scan patterns[J]. Biomedical Optics Express, 3, 1182-1199(2012).

    [20] Chen Y W, Hong Y J, Makita S et al. Three-dimensional eye motion correction by Lissajous scan optical coherence tomography[J]. Biomedical Optics Express, 8, 1783-1802(2017).

    [21] An L, Wang R K. In vivo volumetric imaging of vascular perfusion within human retina and choroids with optical micro-angiography[J]. Optics Express, 16, 11438-11452(2008).

    [22] Zang P X, Liu G J, Zhang M et al. Automated three-dimensional registration and volume rebuilding for wide-field angiographic and structural optical coherence tomography[J]. Journal of Biomedical Optics, 22, 026001(2020).

    [23] Li A, Zeng G, Du C W et al. Automated motion-artifact correction in an OCTA image using tensor voting approach[J]. Applied Physics Letters, 113, 101102(2018).

    [24] Liu G Z, Wang R K. Stripe motion artifact suppression in phase-resolved OCT blood flow images of the humaneye based on the frequency rejection filter[J]. Chinese Optics Letters, 11, 031701(2013).

    [25] Freire S L M, Ulrych T J. Application of singular value decomposition to vertical seismic profiling[J]. GEOPHYSICS, 53, 778-785(1988).

    [26] Verdonck L, Vermeulen F, Docter R et al. 2D and 3D ground-penetrating radar surveys with a modular system: data processing strategies and results from archaeological field tests[J]. Near Surface Geophysics, 11, 239-252(2013).

    [27] Trickett S R. F-xyeigenimage noise suppression[J]. GEOPHYSICS, 68, 751-759(2003).

    [28] Andrews H, Patterson C. Singular value decomposition (SVD) image coding[J]. IEEE Transactions on Communications, 24, 425-432(1976).

    [29] Gao S L. Image properties of singular value decomposition of matrix and its application[J]. Journal of Leshan Teachers College, 23, 14-15(2008).

    [30] Peli E. Contrast in complex images[J]. Journal of the Optical Society of America A-Optics and Image Science, 7, 2032-2040(1990).

    [31] Gong G H, Zhang H M, Yao M Y. Speckle noise reduction algorithm with total variation regularization in optical coherence tomography[J]. Optics Express, 23, 24699-24712(2015).

    Hanhong Ren, Weiyuan Huang, Nanshou Wu, Jiayi Wu, Jiayi Lin, Yongbo Wu, Chujun Zheng, Xiaofang Jiang, Zhilie Tang. Removal of Motion Artifact in Top View of Optical Coherence Tomography Angiography Based on Compensated Eigenimage Filtering Algorithm[J]. Laser & Optoelectronics Progress, 2021, 58(22): 2210004
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