Tri-state median filter for image denoising

Authors:
Tao Chen;Kai-Kuang Ma;Li-Hui Chen
Affiliations:
Sch. of Comput. Sci. & Software Eng., Monash Univ., Clayton, Vic.;-;-
Venue:
IEEE Transactions on Image Processing
Year:
1999

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Abstract

A novel nonlinear filter, called tri-state median (TSM) filter, is proposed for preserving image details while effectively suppressing impulse noise. We incorporate the standard median (SM) filter and the center weighted median (CWM) filter into a noise detection framework to determine whether a pixel is corrupted, before applying filtering unconditionally. Extensive simulation results demonstrate that the proposed filter consistently outperforms other median filters by balancing the tradeoff between noise reduction and detail preservation