Sciweavers

Share
NIPS
2003

A Computational Geometric Approach to Shape Analysis in Images

8 years 9 months ago
A Computational Geometric Approach to Shape Analysis in Images
We present a geometric approach to statistical shape analysis of closed curves in images. The basic idea is to specify a space of closed curves satisfying given constraints, and exploit the differential geometry of this space to solve optimization and inference problems. We demonstrate this approach by: (i) defining and computing statistics of observed shapes, (ii) defining and learning a parametric probability model on shape space, and (iii) designing a binary hypothesis test on this space.
Anuj Srivastava, Xiuwen Liu, Washington Mio, Eric
Added 31 Oct 2010
Updated 31 Oct 2010
Type Conference
Year 2003
Where NIPS
Authors Anuj Srivastava, Xiuwen Liu, Washington Mio, Eric Klassen
Comments (0)
books