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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    In this paper, the new method for OCT images denoizing based on empirical mode decomposition (EMD) is proposed. The noise reduction is a very important process for following operations to analyze and recognition of tissue structure. Our method does not require any additional operations and hardware modifications. The basics of proposed method is described. Quality improvement of noise suppression on example of edge-detection procedure using the classical Canny's algorithm without any additional pre- and post-processing operations is demonstrated. Improvement of rawsegmentation in the automatic diagnostic process between a tissue and a mesh implant is shown.

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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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