DocumentCode :
3142315
Title :
MRI denoising using the anisotropic coupled diffusion equations
Author :
Zhang, Fang ; Ma, Lihong
Author_Institution :
Sch. of Inf. & Commun. Eng., Tianjin Polytech. Univ., Tianjin, China
Volume :
1
fYear :
2010
fDate :
16-18 Oct. 2010
Firstpage :
397
Lastpage :
401
Abstract :
Magnetic Resonance Imaging is affected by random noise which limits the accuracy of many quantitative measurements from the data. The coupled partial diffusion equations are introduced for Magnetic Resonance Imaging denoising. One equation contains an anisotropic diffusion term, which controls the diffusion direction, a fidelity term, which assures the filtered image is not far from the initial image, and a diffusion gene, which controls diffusion speed of each pixel and connects with another diffusion equation. The results show that the coupled diffusion equations have good noise reduction and details protection capabilities.
Keywords :
biomedical MRI; image denoising; medical image processing; random noise; MRI denoising; anisotropic coupled diffusion equation; magnetic resonance imaging; random noise; Equations; Image edge detection; Magnetic resonance imaging; Mathematical model; Noise; Noise reduction; Smoothing methods; Anisotropic; Coupled diffusion equations; Denoising; Magnetic Resonance Imaging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6495-1
Type :
conf
DOI :
10.1109/BMEI.2010.5639542
Filename :
5639542
Link To Document :
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