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
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;
Conference_Titel :
Computer-Based Medical Systems, 2008. CBMS '08. 21st IEEE International Symposium on
Conference_Location :
Jyvaskyla
Print_ISBN :
978-0-7695-3165-6
DOI :
10.1109/CBMS.2008.31