QUASI-INVARIANT PARAMETERISATIONS AND MATCHING OF CURVES IN IMAGES

Authors
Citation
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
Citations number
44
Categorie Soggetti
Computer Science Artificial Intelligence","Computer Science Artificial Intelligence
ISSN journal
09205691
Volume
28
Issue
2
Year of publication
1998
Pages
117 - 136
Database
ISI
SICI code
0920-5691(1998)28:2<117:QPAMOC>2.0.ZU;2-W
Abstract
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.