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
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