Acta Optica Sinica, Volume. 40, Issue 8, 0810001(2020)

Wavelet Denoising of Near-Earth All-Day Star Map Based on Local Outlier Factor

Qiang Wu1,2、* and Rui Zhang1、**
Author Affiliations
  • 1Innovation Academy for Microsatellites of CAS, Shanghai 201203, China
  • 2University of Chinese Academy of Sciences, Beijing 100049, China
  • show less
    Figures & Tables(14)
    Real star map
    Horizontal high frequency coefficient in third level after 2D wavelet transform to Fig. 1
    High frequency and low frequency coefficients after 2D wavelet transform to the experimental star map. (a) Horizontal high frequency coefficient; (b) vertical high frequency coefficient; (c) diagonal high frequency coefficient; (d) low frequency coefficient
    High frequency and low frequency coefficients obtained by fitting and subtracting. (a) Horizontal high frequency coefficient; (b) vertical high frequency coefficient; (c) diagonal high frequency coefficient; (d) low frequency coefficient
    Real local star map
    3D energy of star map
    Star map processed by actual star sensor
    Denoised effect map after NL-means denoising
    Denoised effect map after WTD denoising
    Denoised effect map after LOF-WTD denoising
    3D figure with NL-means
    3D figure with WTD
    3D figure with LOF-WTD
    • Table 1. Result data of each denoising method of star map

      View table

      Table 1. Result data of each denoising method of star map

      Type of denoisingPSNR /dBLREPV /%Time /s
      NL-meansWTDLOF-WTD6.867.329.671.781.531.285.37.18.5
    Tools

    Get Citation

    Copy Citation Text

    Qiang Wu, Rui Zhang. Wavelet Denoising of Near-Earth All-Day Star Map Based on Local Outlier Factor[J]. Acta Optica Sinica, 2020, 40(8): 0810001

    Download Citation

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

    Category: Image Processing

    Received: Dec. 2, 2019

    Accepted: Jan. 2, 2020

    Published Online: Apr. 13, 2020

    The Author Email: Wu Qiang (1156835856@qq.com), Zhang Rui (acumen_zhang@163.com)

    DOI:10.3788/AOS202040.0810001

    Topics