Abstract:
:A new fuzzy adaptive median filter is presented for the noise reduction of magnetic resonance images corrupted with heavy impulse (salt and pepper) noise. In this paper, we have proposed a Fuzzy Adaptive Median Filter with Adaptive Membership Parameters (FAMFAMP) for removing highly corrupted salt and pepper noise, with preserving image edges and details. The FAMFAMP filter is an improved version of Adaptive Median Filter (AMF) and is presented in the aim of noise reduction of images corrupted with additive impulse noise. The proposed filter can preserve image details better than AMF while suppressing additive salt and pepper or impulse type noise. In this paper, we placed our preference on bell-shaped membership function with adaptive parameters instead of triangular membership function without variable coefficients in order to observe better results.
journal_name
J Med Systjournal_title
Journal of medical systemsauthors
Güler I,Toprak A,Demirhan A,Karakiş Rdoi
10.1007/s10916-008-9127-ysubject
Has Abstractpub_date
2008-06-01 00:00:00pages
229-34issue
3eissn
0148-5598issn
1573-689Xjournal_volume
32pub_type
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