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