Fundamental Limitations on Projective Invariants of Planar Curves

In this paper, some fundamental limitations of projective invariants of non-algebraic planar curves are discussed. It is shown that all curves within a large class can be mapped arbitrarily close to a circle by projective transformations. It is also shown that arbitrarily close to each of a finite number of closed planar curves there is one member of a set of projectively equivalent curves. Thus a continuous projective invariant on closed curves is constant. This also limits the possibility of finding so called projective normalisation schemes for closed planar curves. >

[1]  Alan L. Yuille,et al.  An Extremum Principle for Shape from Contour , 1983, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[2]  Yehezkel Lamdan,et al.  Affine invariant model-based object recognition , 1990, IEEE Trans. Robotics Autom..

[3]  Andrew Blake,et al.  Shape from Texture: Estimation, Isotropy and Moments , 1990, Artif. Intell..

[4]  David A. Forsyth,et al.  Canonical Frames for Planar Object Recognition , 1992, ECCV.

[5]  Edward M. Riseman,et al.  The non-existence of general-case view-invariants , 1992 .

[6]  Andrew Zisserman,et al.  Geometric invariance in computer vision , 1992 .

[7]  A ne Invariants of Planar Sets , 1992 .

[8]  K. Åström Affine Invariants of Planar Sets , 1993 .

[9]  STEFAN CARLSSON,et al.  Projectively invariant decomposition and recognition of planar shapes , 1993, 1993 (4th) International Conference on Computer Vision.

[10]  Andrew Blake,et al.  Isoperimetric Normalization of Planar Curves , 1994, IEEE Trans. Pattern Anal. Mach. Intell..

[11]  Kalle Åström Affine and Projective Normalization of Planar Curves and Regions , 1994, ECCV.