CCD Camera Calibration and Noise Estimation

Abstract

The variation in digitized pixel values that is due to sensor noise and scene variation is quantified, using physical models for CCD (charge-coupled device) video cameras and material reflectance. This analysis forms the basis of algorithms for camera characterization and calibration and for surface description. The use of these techniques for estimating a measure of scene variation is described. This measure is independent of image irradiance and can be used to identify a surface from a single sensor band over a range of situations. Experimental results verify the models presented.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">&gt;</ETX>

Cite

Text

Healey and Kondepudy. "CCD Camera Calibration and Noise Estimation." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1992. doi:10.1109/CVPR.1992.223222

Markdown

[Healey and Kondepudy. "CCD Camera Calibration and Noise Estimation." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1992.](https://mlanthology.org/cvpr/1992/healey1992cvpr-ccd/) doi:10.1109/CVPR.1992.223222

BibTeX

@inproceedings{healey1992cvpr-ccd,
  title     = {{CCD Camera Calibration and Noise Estimation}},
  author    = {Healey, Glenn and Kondepudy, Raghava},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year      = {1992},
  pages     = {90-95},
  doi       = {10.1109/CVPR.1992.223222},
  url       = {https://mlanthology.org/cvpr/1992/healey1992cvpr-ccd/}
}