Fast Non Local Means Denoising for 3D MR Images

@article{Coup2006FastNL,
  title={Fast Non Local Means Denoising for 3D MR Images},
  author={Pierrick Coup{\'e} and Pierre Yger and Christian Barillot},
  journal={Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention},
  year={2006},
  volume={9 Pt 2},
  pages={33-40}
}
One critical issue in the context of image restoration is the problem of noise removal while keeping the integrity of relevant image information. Denoising is a crucial step to increase image conspicuity and to improve the performances of all the processings needed for quantitative imaging analysis. The method proposed in this paper is based on an optimized version of the Non Local (NL) Means algorithm. This approach uses the natural redundancy of information in image to remove the noise. Tests… CONTINUE READING
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Barillot . Restoration of 3 D medical images with total variation scheme on wavelet domains ( TVW )

  • P. Hellier A. Ogier, C.
  • Proceedings of SPIE Medical Imaging
  • 2006

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