Geometric Moments in Scale-Spaces

In this paper we present a generalization of geometric moments in scale-spaces derived from the general heat diffusion equation, with a particular interest for the min/max flow. As an application of those theoretical developments, two multiscale moments are used to enhance the classical Euclidean registration process. They are computed from a multiscale representation which preserves the global shape of the objects, clearly outperforming the classical Euclidean moment-based object registration.

• Type: Conference
• Year: 2002
• Where: ICPR
• Authors: Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran
• Keywords: Classical Euclidean Registration, Computer Vision, Euclidean Moment-based Object, ICPR 2002, Multiscale Moments