Efficient Nonparametric Clustering

Abstract & Paper (.pdf) & Demo.


Here is an animated gif (514k) showing the Mean Shift based decomposition of a 2D data set of 16,000 points coming from a color image.

Two examples showing the the original data set and the cluster delineation are given below.


1) Synthetic example of three non-linearly separable clusters (32640 points).


2) Real example of 14826 points in the LUV color space.

comanici@caip.rutgers.edu