J. Sato et R. Cipolla, QUASI-INVARIANT PARAMETERISATIONS AND MATCHING OF CURVES IN IMAGES, International journal of computer vision, 28(2), 1998, pp. 117-136
In this paper, we investigate quasi-invariance on a smooth manifold, a
nd show that there exist quasi-invariant parameterisations which are n
ot exactly invariant but approximately invariant under group transform
ations and do not require high order derivatives. The affine quasi-inv
ariant parameterisation is investigated in more detail and exploited f
or defining general affine semi-local invariants from second order der
ivatives only. The new invariants are implemented and used for matchin
g curve segments under general affine motions and extracting symmetry
axes of objects with 3D bilateral symmetry.