Depth from Defocus and Rapid Autofocusing: A Practical Approach
Abstract
A method for determining depth (range) from image defocus and rapid autofocusing of a camera named DFD1F, is presented. It requires only two images in theory, but three images in the present implementation. DFD1F is based on computing only one-dimensional Fourier coefficients as opposed to two-dimensional Fourier coefficients for a related prior method, thus providing not only computational advantage but also robustness in practical applications. DFD1F is independent of the form of the modulation transfer function of the camera. DFD1F has been successfully implemented and tested on an actual camera system named SPARCS. SPARCS can determine the distance of an object placed in front of it at any distance in the range of 0.5 m to infinity, and can successfully focus the object by moving the lens with a root-mean-square error of less than 6% in terms of lens position.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
Cite
Text
Subbarao and Wei. "Depth from Defocus and Rapid Autofocusing: A Practical Approach." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1992. doi:10.1109/CVPR.1992.223176Markdown
[Subbarao and Wei. "Depth from Defocus and Rapid Autofocusing: A Practical Approach." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1992.](https://mlanthology.org/cvpr/1992/subbarao1992cvpr-depth/) doi:10.1109/CVPR.1992.223176BibTeX
@inproceedings{subbarao1992cvpr-depth,
title = {{Depth from Defocus and Rapid Autofocusing: A Practical Approach}},
author = {Subbarao, Murali and Wei, Tse-Chung},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
year = {1992},
pages = {773-776},
doi = {10.1109/CVPR.1992.223176},
url = {https://mlanthology.org/cvpr/1992/subbarao1992cvpr-depth/}
}