ML Anthology

Non-Stationary Correction of Optical Aberrations

Christian J. Schuler, Michael Hirsch, Stefan Harmeling, Bernhard Schölkopf
ICCV 2011 pp. 659-666
doi:10.1109/ICCV.2011.6126301 /iccv/2011/schuler2011iccv-non/

Abstract

Taking a sharp photo at several megapixel resolution traditionally relies on high grade lenses. In this paper, we present an approach to alleviate image degradations caused by imperfect optics. We rely on a calibration step to encode the optical aberrations in a space-variant point spread function and obtain a corrected image by non-stationary deconvolution. By including the Bayer array in our image formation model, we can perform demosaicing as part of the deconvolution.

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Text

Schuler et al. "Non-Stationary Correction of Optical Aberrations." IEEE/CVF International Conference on Computer Vision, 2011. doi:10.1109/ICCV.2011.6126301

Markdown

[Schuler et al. "Non-Stationary Correction of Optical Aberrations." IEEE/CVF International Conference on Computer Vision, 2011.](https://mlanthology.org/iccv/2011/schuler2011iccv-non/) doi:10.1109/ICCV.2011.6126301

BibTeX

@inproceedings{schuler2011iccv-non,
  title     = {{Non-Stationary Correction of Optical Aberrations}},
  author    = {Schuler, Christian J. and Hirsch, Michael and Harmeling, Stefan and Schölkopf, Bernhard},
  booktitle = {IEEE/CVF International Conference on Computer Vision},
  year      = {2011},
  pages     = {659-666},
  doi       = {10.1109/ICCV.2011.6126301},
  url       = {https://mlanthology.org/iccv/2011/schuler2011iccv-non/}
}