DocumentCode :
2409394
Title :
An Improved EMD Analysis Method for GPR Images
Author :
Gan, Lu ; Zhou, Long ; You, Xinge
fYear :
2011
fDate :
21-23 Oct. 2011
Firstpage :
104
Lastpage :
107
Abstract :
The EMD method can be adopted to analyze the GPR echo image because it is adaptive for non-stationary and non-linear signals. However, the direct wave in GPR signal contains considerable energy which will generate false object, even aggravate the end effect. And the noise in the signal can influence EMD analysis for further characteristics extraction. Aiming at the problems above, an improved EMD analysis method for GPR images is put forward. Above all, the direct wave is suppressed in mean method, and then reducing the noise based on LWT. Finally it should carry on the EMD analysis on the new image. Through contractive experiment, the result shows the improved method can avoid the false information, furthermore, the IMF components contain more precise object information.
Keywords :
Ground penetrating radar; Mathematical model; Noise; Noise reduction; Time frequency analysis; Wavelet transforms; EMD; HHT; denoise; direct wave;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational and Information Sciences (ICCIS), 2011 International Conference on
Conference_Location :
Chengdu, China
Print_ISBN :
978-1-4577-1540-2
Type :
conf
DOI :
10.1109/ICCIS.2011.77
Filename :
6086144
Link To Document :
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