A design of window shapes and weights in weighted median filters for texture images

In this paper, we propose a new design method for window shapes and weights of weighted median filters. This technique is applied to texture images corrupted by impulse noise. To improve mean square errors (MSE), the window shapes and weights are estimated by using the simulated annealing method, re...

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Bibliographic Details
Main Authors: Fujiki, A., Hashimoto, T., Muneyasu, M., Asano, A.
Format: Conference Proceeding
Language:English
Subjects:
Degradation
Design engineering
Design methodology
Electronic mail
Filters
Mean square error methods
Noise shaping
Shape
Simulated annealing
Online Access:Request full text
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Description
Summary:In this paper, we propose a new design method for window shapes and weights of weighted median filters. This technique is applied to texture images corrupted by impulse noise. To improve mean square errors (MSE), the window shapes and weights are estimated by using the simulated annealing method, respectively. From simulation examples, the proposed method gives better results compared to the ordinary weighted median filters.
DOI:10.1109/ISPACS.2005.1595497