Camera calibration
Issues:
what are intrinsic parameters of
the camera?
what is the camera matrix?
(intrinsic+extrinsic)
General strategy:
view calibration object
identify image points
obtain camera matrix by
minimizing error
obtain intrinsic parameters from
camera matrix
Error minimization:
Linear least squares
easy problem numerically
solution can be rather bad
Minimize image distance
more difficult numerical
problem
solution usually rather good,
but can be hard to find
start with linear least
squares
Numerical scaling is an issue