Figure 20
From: Automatic Reasoning about Causal Events in Surveillance Video
( Clockwise from top left ). This scenario is a failure mode for the system with the rule set defined in the text. For a causal reasoning system failure is an opportunity to learn. In this case a true anomaly has occurred, although in other circumstances this behaviour could be exhibited when a car is present, for example.