DocumentCode :
3355352
Title :
Low-Field Pulsed NMR Signal Denoising Based on Wavelet Transform
Author :
Zheng, Chuaxing ; Zhang, Yiming
Author_Institution :
Guizhou Coll. of Finance & Econ., Guiyang
fYear :
2007
fDate :
11-13 June 2007
Firstpage :
1
Lastpage :
4
Abstract :
The low-field pulsed NMR signal is interfused by noise during the measurement. It is important to reduce noise while keeping peaks well. This paper proposes a novel wavelet filtering method by spatial correlation thresholding based on UDWT (Undecimated wavelet transform). We multiply two adjacent wavelet scales with some relative translations to line up the edges. A new threshold is also presented applying to spatial correlation in our proposed scheme. The simulation results indicate that our algorithm can keep edges well while removing noise greatly. It is an effective noise filtration technique especially for low-field pulsed NMR signal.
Keywords :
NMR imaging; image denoising; wavelet transforms; low-field pulsed NMR signal denoising; noise filtration technique; spatial correlation thresholding; undecimated wavelet transform; wavelet filtering method; Educational institutions; Filters; Finance; Informatics; Noise reduction; Nuclear magnetic resonance; Pulse measurements; Signal denoising; Wavelet coefficients; Wavelet transforms; NMR; noise; signal; threshold; wavelet;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th
Conference_Location :
Eskisehir
Print_ISBN :
1-4244-0719-2
Electronic_ISBN :
1-4244-0720-6
Type :
conf
DOI :
10.1109/SIU.2007.4298696
Filename :
4298696
Link To Document :
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