Today I read a paper titled “Blind Detection and Compensation of Camera Lens Geometric Distortions”
The abstract is:
This paper presents a blind detection and compensation technique for camera lens geometric distortions.
The lens distortion introduces higher-order correlations in the frequency domain and in turn it can be detected using higher-order spectral analysis tools without assuming any specific calibration target.
The existing blind lens distortion removal method only considered a single-coefficient radial distortion model.
In this paper, two coefficients are considered to model approximately the geometric distortion.
All the models considered have analytical closed-form inverse formulae.