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Geodesic Curves for Analysis of Continuous Implicit Shapes

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1 Author(s)
Solem, J.E. ; Sch. of Technol. & Soc., Malmo Univ.

A method is proposed for performing shape analysis of m-surfaces, e.g., planar curves and surfaces, with a geometric interpretation. The analysis uses an implicit surface representation and connects the popular level set approach with shape analysis. The representation is continuous and completely landmark-free. Shapes are represented as points on an infinite-dimensional manifold and the distance between two surfaces is given by the length of a path on this manifold. The analysis is valid in any dimension and examples of applications such as interpolation and clustering are given

Published in:

Pattern Recognition, 2006. ICPR 2006. 18th International Conference on  (Volume:1 )

Date of Conference:

2006