Sparse Representations for Object and Ego-motion Estimation in Dynamic Scenes

Hirak J Kashyap, Charless Fowlkes, Jeffrey L Krichmar

Dynamic scenes that contain both object motion and egomotion are a challenge for monocular visual odometry (VO). Another issue with monocular VO is the scale ambiguity, i.e. these…