Multiple motion estimators such as an interacting multiple model (IMM) have been utilized to track target objects cars and pedestrians with diverse patterns. However, the standard IMM has limitations in combining models different state definitions, so it cannot contain a complementary set of that accurately work for all In this paper, we propose IMM-based adaptive tracking heterogeneous velocit...