Histogram-based fuzzy filter for image restoration

@article{Wang2002HistogrambasedFF,
  title={Histogram-based fuzzy filter for image restoration},
  author={Jung-Hua Wang and Wen-Jeng Liu and Lian-Da Lin},
  journal={IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society},
  year={2002},
  volume={32 2},
  pages={230-8}
}
In this paper, we present a novel approach to the restoration of noise-corrupted image, which is particularly effective at removing highly impulsive noise while preserving image details. This is accomplished through a fuzzy smoothing filter constructed from a set of fuzzy membership functions for which the initial parameters are derived in accordance with input histogram. A principle of conservation in histogram potential is incorporated with input statistics to adjust the initial parameters so… CONTINUE READING
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