Clustering via Mode Seeking by Direct Estimation of the Gradient of a Log-Density

Hiroaki Sasaki, Aapo Hyvärinen, Masashi Sugiyama

Mean shift clustering finds the modes of the data probability density by identifying the zero points of the density gradient. Since it does not require to fix the number of cluster…