METHOD FOR HIGH PRECISION LENS DISTORTION CALIBRATION AND REMOVAL
First Claim
Patent Images
1. A method for determining lens distortion parameters for an imaging system comprising a lens and an imaging device, the method comprising the steps of:
- capturing an image of a target with a known structure through the lens, the target comprising a known planar structure comprising a plurality of control points;
detecting the positions of the plurality of control points in the captured image,performing a Euclidean transform on the detected control points,calculating an estimate for the positions of the control points without distortion through a projective transformation of their known structure in conjunction with a distortion model applied to these estimated control points to provide a estimated location for the distorted control points,comparing these estimated locations to the Euclidian transformed detected control points while simultaneously refining the estimated positions through the projective transformation, the distortion model and the Euclidean transform of the measured control point coordinated, to minimize the difference, andstoring the distortion model once the difference has been minimized.
1 Assignment
0 Petitions
Accused Products
Abstract
The present application relates to a high precision method for calibrating and removing distortion from a lens, and more particularly, a method for calibrating and removing distortion by arranging sensor readings to compensate for its presence and simultaneously optimize the resulting image magnification for best image quality.
27 Citations
32 Claims
-
1. A method for determining lens distortion parameters for an imaging system comprising a lens and an imaging device, the method comprising the steps of:
-
capturing an image of a target with a known structure through the lens, the target comprising a known planar structure comprising a plurality of control points; detecting the positions of the plurality of control points in the captured image, performing a Euclidean transform on the detected control points, calculating an estimate for the positions of the control points without distortion through a projective transformation of their known structure in conjunction with a distortion model applied to these estimated control points to provide a estimated location for the distorted control points, comparing these estimated locations to the Euclidian transformed detected control points while simultaneously refining the estimated positions through the projective transformation, the distortion model and the Euclidean transform of the measured control point coordinated, to minimize the difference, and storing the distortion model once the difference has been minimized. - View Dependent Claims (14, 15, 16, 17)
-
-
2-13. -13. (canceled)
-
18. A method for determining lens distortion parameters for an imaging system comprising a lens and an imaging device, the method comprising the steps of:
-
capturing an image of a target with a known structure through the lens, the target comprising a known planar structure comprising a plurality of control points; detecting the positions of the plurality of control points in the captured image, estimating positions of the detected control points without distortion by applying a Euclidian transform to the detected values in conjunction with a distortion model applied to the Euclidian transformed detected values, comparing these estimated points without distortion to the estimated positions of the control points without distortion obtained through the projective transformation of their known structure and adjusting the parameters of the distortion model, Euclidean transform and estimated values to minimize the difference, and storing the distortion model once the difference has been minimized. - View Dependent Claims (19, 20, 21, 22)
-
-
23. A method for determining lens distortion parameters for an imaging system comprising an imaging device and lens, the method comprising:
-
capturing an image of a target through the lens, the target comprising a known planar structure comprising a plurality of control points; detecting the positions of the plurality of control points in the captured image, transforming the detected positions of the control points into a lens centric co-ordinate system using initial transformation values, computing an estimate for the positions of the control points without distortion in conjunction with a distortion model applied to the estimated control points to provide a estimated location for the distorted control points, and comparing and simultaneously refining the estimated positions, the parameters of the distortion model and the initial transformation values to minimize the difference between the estimated positions of the control points and the transformed detected positions of the control points, and storing the distortion model parameters once the difference has been minimized. - View Dependent Claims (24, 25, 26, 27, 28, 29, 30, 31, 32)
-
Specification