Preprint A522/2007
A heuristic method for region reconstruction from noisy samples
Luiz Henrique de Figueiredo | Vital Brazil, Emilio
We describe a heuristic method for reconstructing a region in the plane from a noisy sample of points. The method uses radial basis functions with Gaussian kernels to compute a fuzzy membership function which provides an implicit approximation for the region. We also evaluate our reconstruction method for several sampling conditions.