Predictive-based adaptive switching median filter for impulse noise removal using neural network-based noise detector

@article{Nair2013PredictivebasedAS,
  title={Predictive-based adaptive switching median filter for impulse noise removal using neural network-based noise detector},
  author={Madhu S. Nair and Viju Shankar},
  journal={Signal, Image and Video Processing},
  year={2013},
  volume={7},
  pages={1041-1070}
}
A predictive-based adaptive switching median filter for impulse noise removal using neural network-based noise detector (PASMF) is presented. The PASMF has a noise detector stage and a noise filtering stage. The noise detector implemented using feed forward neural network detects impulse noises in the corrupted image. The filter is a modified median filter, which removes detected impulse noise from the image. In contrast to the standard median filter, the PASMF computes the median value after… CONTINUE READING

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