Targeted Iterative Filtering

Freddie Åström, Michael Felsberg, George Baravdish, Claes Lundström
Fourth International Conference on Scale Space and Variational Methods in Computer Vision (SSVM 2013), page 1--11 - 2013
The assessment of image denoising results depends on the respective application area, i.e. image compression, still-image acquisition, and medical images require entirely different behavior of the applied denoising method. In this paper we propose a novel, nonlinear diffusion scheme that is derived from a linear diffusion process in a value space determined by the application. We show that application-driven linear diffusion in the transformed space compares favorably with existing nonlinear diffusion techniques.

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BibTex references

@inproceedings{AFBL13,
  author       = {Åstr{\"o}m, Freddie and Felsberg, Michael and Baravdish, George and Lundstr{\"o}m, Claes},
  title        = {{Targeted Iterative Filtering}},
  booktitle    = {Fourth International Conference on Scale Space and Variational Methods in Computer Vision (SSVM 2013)},
  series       = {Lecture Notes in Computer Science, ISSN 0302-9743 (print), 1611-3349 (online); 7893},
  pages        = {1--11},
  year         = {2013},
  publisher    = {Springer Berlin/Heidelberg}
}

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