For these reasons, nonlinear methods are
preferred
•Define error function E between projected 3D points and image
positions
–E is nonlinear function of intrinsics, extrinsics, radial
distortion
•Minimize E using nonlinear optimization techniques
–e.g., variants of Newton’s method (e.g., Levenberg Marquart)