Modelling Shapes with Uncertainties: Higher Order Polynomials, Variable Bandwidth Kernels and Non Parametric Density Estimation

Authors:
Maxime Taron;Nikos Paragios;Marie-Pierre Jolly
Affiliations:
Ecole Nationale des Ponts et Chaussé;Ecole Nationale des Ponts et Chaussé;Siemens Corporate Research
Venue:
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision - Volume 2
Year:
2005

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Abstract

We propose a novel approach for shape-based segmentation based on a specially designed level set function format. This format permits us to better control the process of object registration which is an important part in the shapebased segmentation framework. ...