In one aspect of the present invention, a method for calculating a
response value at a first voxel indicative of a global shape in an image
is provided. The method includes the steps of (a) determining at least
one local shape descriptor associated with each of the at least one local
shape descriptor; (b) determining a spread function associated with the
each of the at least one local shape descriptor; (c) determining second
voxels around the first voxel; (d) calculating values for each the at
least one local shape descriptor at each of the second voxels; (e)
determining a contribution of each of the second voxels at the first
voxel based on the spread functions; and (f) using a combination function
to combine the contributions to determine the response value indicative
of the global shape.