Simultaneous Estimation of Multiple Independent Motions from Visual Observations

This paper presents Multimotion Visual Odometry (MVO), a pipeline that simultaneously estimates the full SE(3) trajectory of every motion in a dynamic scene, including the sensor egomotion, without relying on appearance-based information or making any a priori assumptions about object number, appearance, or motion.