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 :
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