Gaussian Mixture Reduction Using Reverse Kullback-Leibler Divergence

Tohid Ardeshiri, Umut Orguner, Emre Özkan

We propose a greedy mixture reduction algorithm which is capable of pruning mixture components as well as merging them based on the Kullback-Leibler divergence (KLD). The algorithm…