Accuracy Assessment on Camera Calibration Method Not Considering Lens Distortion
Abstract
The authors investigate the effect of neglecting lens distortion, and present a theoretical analysis of the calibration accuracy. The error bound derived is a function of a few factors, including the number of calibration points, the observation error of 2-D image points, the radial lens distortion coefficient, and the image size and resolution. This error bound provides a guideline for selecting both a proper camera calibration configuration and an appropriate camera model while providing the desired accuracy. Experimental results from both computer simulations and real experiments are given.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
Cite
Text
Shih et al. "Accuracy Assessment on Camera Calibration Method Not Considering Lens Distortion." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1992. doi:10.1109/CVPR.1992.223181Markdown
[Shih et al. "Accuracy Assessment on Camera Calibration Method Not Considering Lens Distortion." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1992.](https://mlanthology.org/cvpr/1992/shih1992cvpr-accuracy/) doi:10.1109/CVPR.1992.223181BibTeX
@inproceedings{shih1992cvpr-accuracy,
title = {{Accuracy Assessment on Camera Calibration Method Not Considering Lens Distortion}},
author = {Shih, Sheng-Wen and Hung, Yi-Ping and Lin, Wei-Song},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
year = {1992},
pages = {755-757},
doi = {10.1109/CVPR.1992.223181},
url = {https://mlanthology.org/cvpr/1992/shih1992cvpr-accuracy/}
}