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

被引:3
|
作者
Ouadfeul, Sid-Ali [1 ]
Aliouane, Leila [2 ]
机构
[1] Algerian Petr Inst, Boumerdes, Algeria
[2] Univ Mhamed Bougara, Fac Hydrocarbures & Chim, LABOOHYT, Boumerdes, Algeria
关键词
GPR data; DCWT; Noise; Filter;
D O I
10.1007/s12517-013-1034-y
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Here, we present a new technique of noise effect attenuation in the 3D ground-penetrating radar (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 to 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 to a noisy GPR data shows that the proposed idea can improve GPR data analysis by the continuous wavelet transform.
引用
收藏
页码:3401 / 3407
页数:7
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