Add global minimization of the lens parameters over all input images#1
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Add global minimization of the lens parameters over all input images#1
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July 6, 2016 17:50
We apply the standard algorithm on all images and then apply a minimization over all lines of all images. We initialize the minimization with the distortion found on the best image (the image with the smallest error).
Estimate the best lens distortion model with a score based on a given number of lines for the images dataset.
| * 'angle_point_orientation_max_difference': maximum difference (in degrees) of the point orientation angle and the line angle | ||
| * 'type_of_lens_distortion_model' : type of the lens distortion model for the correction of the distortion (pol or div) | ||
| * 'center_optimization' : optimization of the center of the lens distortion model (True or False) | ||
| * 'max_lines' : int value for the maximal number of lines estimated per image (greater to 0) |
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it is not "per image" but the global number of lines.
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We apply the standard algorithm on all images and then apply a
minimization over all lines of all images.
We initialize the minimization with the distortion found on the best
image (the image with the smallest error).