Focal Length: fc = [ 854.97854 827.06613 ] ? [ 57.04005 44.54214 ] Principal point: cc = [ 577.05718 144.98053 ] ? [ 65.87774 31.91019 ] Skew: alpha_c = [ 0.00000 ] ? [ 0.00000 ] => angle of pixel axes = 90.00000 ? 0.00000 degrees Distortion: schwer kc = [ 0.00695 0.08362 -0.02177 0.07246 0.00000 ] ? [ 0.09210 0.06453 0.01507 0.02623 0.00000 ] Pixel error: err = [ 2.96180 2.16437 ] ? = +- initialisation without uncertancies Focal Length: fc = [ 333.06491 333.06491 ] Principal point: cc = [ 319.50000 239.50000 ] Skew: alpha_c = [ 0.00000 ] => angle of pixel = 90.00000 degrees Distortion: kc = [ 0.00000 0.00000 0.00000 0.00000 0.00000 ] The pixel errors are mean re-projection error for extracted grid points, i.e. the actual pixel location and the one by using calculated K matrix. Initialization of the principal point at the center of the image. removing picture 11,2,4,3 Calibration results after optimization (with uncertainties): Focal Length: fc = [ 802.16252 784.80772 ] ? [ 35.88106 32.30823 ] Principal point: cc = [ 409.60542 137.13751 ] ? [ 36.82844 42.37479 ] Skew: alpha_c = [ 0.00000 ] ? [ 0.00000 ] => angle of pixel axes = 90.00000 ? 0.00000 degrees Distortion: kc = [ -0.14710 0.14740 -0.01636 0.00052 0.00000 ] ? [ 0.06378 0.16835 0.01201 0.01046 0.00000 ] Pixel error: err = [ 1.33896 1.25581 ] Note: The numerical errors are approximately three times the standard deviations (for reference).