Mina Ashizawa

Least-Squares Log-Density Gradient Clustering for Riemannian Manifolds

Mean shift is a mode-seeking clustering algorithm that has been successfully used in a wide range of applications such as image segmentation and object tracking. To further improve the clustering performance, mean shift has been extended to various directions, including generalization to handle data…