This paper presents an implemented system, called LEONARD, that classifies simple spatial motion events, such as pick up and put down, from video input. Unlike previous systems that classify events based on their motion profile, LEONARD uses changes in the state of force-dynamic relations, such as support, contact, and attachment, to distinguish between event types. This paper presents an overv...