Motion Segmentation by Velocity Clustering with Estimation of Subspace Dimension

Introduction

The task of motion segmentation is to label a set of tracked feature points from several moving objects into different groups based on their motions. It is an important step in many computer vision problems, such as robotics, inspection, video surveillance, etc.