CPC G06T 7/85 (2017.01) [G06T 7/593 (2017.01)] | 6 Claims |
1. A method for calibrating an image capture device, comprising:
capturing one or more Multiview image sets by the image capture device;
detecting one or more calibration features in each image set by a processor;
initializing each of a one or more calibration parameters a corresponding default value;
converting one or more 2D features to 3D;
computing a Euclidian distance between one or more of two or more pairs of 3D features;
computing a difference between each computed Euclidian distance and a ground truth as a dimensioning error; reprojecting one or more 3D features to 2D;
computing the reprojection error for one or more of the reprojected features;
aggregating the dimensioning errors and the reprojection errors
determining if the aggregated errors have been minimized;
adjusting the calibration parameters if it is determined that that the combination of the aggregated errors has not been minimized; and
returning to the step of converting one or more 2D features to 3D.
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