DocumentCode :
2092882
Title :
Noise Filtering Using Edge-Driven Adaptive Anisotropic Diffusion
Author :
Gallea, Roberto ; Ardizzone, Edoardo ; Pirrone, Roberto ; Gambino, Orazio
Author_Institution :
DINFO-Dipt. di Ing. Inf., Univ. degli studi di Palermo, Palermo
fYear :
2008
fDate :
17-19 June 2008
Firstpage :
29
Lastpage :
34
Abstract :
This paper presents a method aimed to noise removal in MRI (magnetic resonance imaging). We propose an improvement of Perona and Malik´s anisotropic diffusion filter. In our schema, the diffusion equation of the filter has been modified to take into account the edges direction. This allows the filter to blur uniform areas, while it better preserves the edges. Both quantitative and qualitative evaluation is presented and the results are compared with other methods.
Keywords :
filtering theory; image denoising; magnetic resonance imaging; diffusion equation; edge-driven adaptive anisotropic diffusion; magnetic resonance imaging; noise filtering; noise removal; Adaptive filters; Anisotropic magnetoresistance; Costs; Equations; Filtering; Magnetic fields; Magnetic noise; Magnetic resonance imaging; Magnetic separation; Superconducting device noise; Anisotropic Diffusion; Brain MRI; Magnetic Resonance Images; Noise Removal;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer-Based Medical Systems, 2008. CBMS '08. 21st IEEE International Symposium on
Conference_Location :
Jyvaskyla
ISSN :
1063-7125
Print_ISBN :
978-0-7695-3165-6
Type :
conf
DOI :
10.1109/CBMS.2008.31
Filename :
4561949
Link To Document :
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