Often the model of the underlying object is larger than the portion
contained in the field of view of the image. In this case, the shapes
that are outside the field of view will not appear in the image.
This leads to zero columns in
(the null space), and the parameters
associated with these columns are the null parameters,
, which can be easily marginalised (integrated over).