Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
9650909 | Fuzzy Sets and Systems | 2005 | 19 Pages |
Abstract
A new impulsive noise (IN) suppression filter, entitled Adaptive neuro-fuzzy inference system (ANFIS)-based impulsive noise suppression Filter, which shows a high performance at the restoration of images distorted by IN, is proposed in this paper. The extensive simulation results show that the proposed filter achieves a superior performance to the other filters mentioned in this paper in the cases of being effective in noise suppression and detail preservation, especially when the noise density is very high.
Keywords
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Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Erkan BeÅdok, Pınar ÃivicioÄlu, Mustafa Alçı,