DocumentCode
3201582
Title
Isotropic anomalous filtering in Diffusion-Weighted Magnetic Resonance Imaging
Author
Da S Senra Filho, Antonio Carlos ; Jinzenji Duque, Juliano ; Murta Junior, Luiz O.
Author_Institution
Dept. of Phys., Univ. of Sao Paulo, Ribeirao Preto, Brazil
fYear
2013
fDate
3-7 July 2013
Firstpage
4022
Lastpage
4025
Abstract
Noise is inherent to Diffusion-Weighted Magnetic Resonance Imaging (DWI) and noise reduction methods are necessary. Although process based on classical diffusion is one of the most used approaches for digital image, anomalous diffusion has the potential for image enhancement and it has not been tested for DWI noise reduction. This study evaluates Anomalous Diffusion (AD) filter as DWI enhancement method. The proposed method was applied to magnetic resonance diffusion weighted images (DW-MRI) with different noise levels. Results show better performance for anomalous diffusion when compared to classical diffusion approach. The proposed method has shown potential in DWI enhancement and can be an important process to improve quality in DWI for neuroimage-based diagnosis.
Keywords
biodiffusion; biomedical MRI; filtering theory; image denoising; image enhancement; neurophysiology; DW-MRI; DWI enhancement method; anomalous diffusion filter; diffusion-weighted magnetic resonance imaging; digital image; image enhancement; isotropic anomalous filtering; neuroimage-based diagnosis; noise levels; noise reduction methods; Biomedical imaging; Equations; Image edge detection; Magnetic resonance imaging; Mathematical model; Noise; Smoothing methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location
Osaka
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2013.6610427
Filename
6610427
Link To Document