Adaptive two-pass rank order filter to remove impulse noise in highly corrupted images

@article{Xu2004AdaptiveTR,
  title={Adaptive two-pass rank order filter to remove impulse noise in highly corrupted images},
  author={Xiaoyin Xu and Eric L. Miller and Dongbin Chen and Mansoor Sarhadi},
  journal={IEEE Transactions on Image Processing},
  year={2004},
  volume={13},
  pages={238-247}
}
In this paper, we present an adaptive two-pass rank order filter to remove impulse noise in highly corrupted images. When the noise ratio is high, rank order filters, such as the median filter for example, can produce unsatisfactory results. Better results can be obtained by applying the filter twice, which we call two-pass filtering. To further improve the performance, we develop an adaptive two-pass rank order filter. Between the passes of filtering, an adaptive process is used to detect… CONTINUE READING
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