Wednesday, November 9, 2011

How many clusters are there ?

As most problems in computer vision, particle filter estimates an underlying probability distribution. A usual model for the distribution is the mixture of gaussians.
Finding the number of modes is solved usually with heuristic methods and that alone promises sub-optimality.

PS I should upload more pictures from my experiments.

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