ML Anthology

Blind Removal of Image Non-Linearities

Hany Farid, Alin C. Popescu
ICCV 2001 pp. 76-81
doi:10.1109/ICCV.2001.10009 /iccv/2001/farid2001iccv-blind/

Abstract

This paper presents a technique for blindly removing image non-linearities in the absence of any calibration information or explicit knowledge of the imaging device. The basic approach exploits the fact that a non-linearity introduces specific higher-order correlations in the frequency domain (beyond second-order). These correlations can be detected using tools from polyspectral analysis. The non-linearities can then be estimated and removed by simply minimizing these correlations.

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Cite

Text

Farid and Popescu. "Blind Removal of Image Non-Linearities." IEEE/CVF International Conference on Computer Vision, 2001. doi:10.1109/ICCV.2001.10009

Markdown

[Farid and Popescu. "Blind Removal of Image Non-Linearities." IEEE/CVF International Conference on Computer Vision, 2001.](https://mlanthology.org/iccv/2001/farid2001iccv-blind/) doi:10.1109/ICCV.2001.10009

BibTeX

@inproceedings{farid2001iccv-blind,
  title     = {{Blind Removal of Image Non-Linearities}},
  author    = {Farid, Hany and Popescu, Alin C.},
  booktitle = {IEEE/CVF International Conference on Computer Vision},
  year      = {2001},
  pages     = {76-81},
  doi       = {10.1109/ICCV.2001.10009},
  url       = {https://mlanthology.org/iccv/2001/farid2001iccv-blind/}
}