Journal of Innovative Optical Health Sciences, Volume. 6, Issue 2, 1350009(2013)

NOISE REDUCTION METHOD FOR OCT IMAGES BASED ON EMPIRICAL MODE DECOMPOSITION

OLEG O. MYAKININ1,*... DMITRY V. KORNILIN1, IVAN A. BRATCHENKO1, VALERIY P. ZAKHAROV1 and ALEXANDER G. KHRAMOV2 |Show fewer author(s)
Author Affiliations
  • 1Photonics Laboratory Samara State Aerospace University Moskovskoe shosse 34, Samara, Russia 443086, Russia
  • 2Laboratory of Laser Measurements Image Processing System Institute of Russian Academy of Science Molodogvardeyskaya Street 151, Samara 443001, Russia
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    References(13)

    [1] [1] D. Huang, E. A. Swanson, C. P. Lin, J. S. Schuman, W. G. Stinson, W. Chang, M. R. Hee, T. Flotte, K. Gregory, C. A. Puliafito, J. G. Fujimoto, "Optical coherence tomography," Science 254 (5035), 1178-1181 (1991).

    [2] [2] J. Lee, "Digital image enhancement and noise filtering by use of local statistics," IEEE Trans Pattern Anal. Comput. Intell. 2, 165-168 (1980).

    [3] [3] D. Kuan, A. Sawchuk, T. Strand, P. Chave, "Adaptive noise smoothing filter for images with signal-dependent noise," IEEE Trans Pattern Anal. Comput. Intell. 7, 165-177 (1985).

    [4] [4] V. Frost, J. Stiles, K. Shanmugan, J. Holtzman, "A model for radar images and its applications to adaptive digital filtering of multiplicative noise," IEEE Trans Pattern Anal. Comput. Intell. 4, 157-166 (1982).

    [5] [5] J. Verhoeven, J. Thijssen, "Improvement of lesion detectability by speckle reduction filtering: A quantitative study," Ultrason Imag. 15, 181-204 (1993).

    [6] [6] J. Rogowska, M. Brezinski, "Evaluation of the adaptive speckle suppression filter for coronal optical coherence tomography imaging," IEEE Trans. Med. Imaging 19, 1261-1266 (2000).

    [7] [7] S. Bhat, I. V. Larina, K. V. Larin, M. E. Dickinson, M. Liebling, "Multiple-cardiac-cycle noise reduction in dynamic optical coherence tomography of the embryonic heart and vasculature," Opt. Lett. 34, 3704-3706 (2009).

    [8] [8] J. B. Yoo, I. V. Larina, K. V. Larin, M. E. Dickinson, M. Liebling, "Increasing the field-of-view of dynamic cardiac OCT via post-acquisition mosaicing without affecting frame-rate or spatial resolution," Biomed. Opt. Express 2, 2614-2622 (2011).

    [9] [9] I. V. Larina, K. V. Larin, M. E. Dickinson, M. Liebling, "Sequential Turning Acquisition and Reconstruction (STAR) method for four-dimensional imaging of cyclically moving structures," Biomed. Opt. Express 3, 650-660 (2012).

    [10] [10] M. Szkulmowski, I. Gorczynska, D. Szlag, M. Sylwestrzak, A. Kowalczyk, M. Wojtkowski, "Efficient reduction of speckle noise in optical coherence tomography," Opt. Express 20(2), 1337-1359 (2012).

    [11] [11] N. E. Huang, Z. Shen, S. R. Long, M. C. Wu, H. H. Shih, Q. Zheng, N.-C. Yen, C. C. Tung, H. H. Liu, "The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis," Proc. R. Soc. Lond. A. 454, 903-995 (1998).

    [12] [12] M. B. Bernini, A. Federico, G. H. Kaufmann, "Normalization of fringe patterns using the bidimensional empirical mode decomposition and the Hilbert transform," Appl. Opt. 48, 6862- 6869 (2009).

    [13] [13] J. A. Canny, "Computational approach to edge detection," IEEE Trans. Pattern Anal. Mach. Intell. 8(6), 679-698 (1986).

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    OLEG O. MYAKININ, DMITRY V. KORNILIN, IVAN A. BRATCHENKO, VALERIY P. ZAKHAROV, ALEXANDER G. KHRAMOV. NOISE REDUCTION METHOD FOR OCT IMAGES BASED ON EMPIRICAL MODE DECOMPOSITION[J]. Journal of Innovative Optical Health Sciences, 2013, 6(2): 1350009

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    Paper Information

    Received: Nov. 6, 2012

    Accepted: Dec. 30, 2012

    Published Online: Jan. 10, 2019

    The Author Email: MYAKININ OLEG O. (myakole@gmail.com)

    DOI:10.1142/s1793545813500090

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