• DocumentCode
    2807245
  • Title

    Multiscale analysis of noisy 3D GPR data using the directional continuous wavelet transform

  • Author

    Ouadfeul, Sid-Ali ; Aliouane, Leila

  • Author_Institution
    Geophys. Dept., USTHB, Algiers, Algeria
  • fYear
    2012
  • fDate
    4-8 June 2012
  • Firstpage
    257
  • Lastpage
    261
  • Abstract
    Here we present a new technique of noise effect attenuation in the 3D GPR data analysis using the 2D directional continuous wavelet transform (DCWT). The proposed technique is based on the application of a Gaussian low pass filter, at the modulus of the 2D DCWT for low scales. After application of the low pass filter, maxima of the CWT are mapped for all range of scales. Application at a noisy GPR data shows that the proposed idea can improve GPR data analysis by the continuous wavelet transform.
  • Keywords
    Gaussian processes; data analysis; ground penetrating radar; low-pass filters; wavelet transforms; 2D directional continuous wavelet transform; DCWT; Gaussian low pass filter; multiscale analysis; noisy 3D GPR data analysis; DCWT; GPR data; filter; noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Ground Penetrating Radar (GPR), 2012 14th International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4673-2662-9
  • Type

    conf

  • DOI
    10.1109/ICGPR.2012.6254870
  • Filename
    6254870