Applying topographic features for identifying speed patterns using the example of critical driving

Finding the right features represents an essential part when trying to identify patterns in spatiotemporal signals. This paper describes the concept of using the topographic properties prominence and isolation for recognizing critical driving patterns in speed signals. Experiments show that both features can help identify specific driving segments in the users' speed data such as harsh acceleration, abrupt braking as well as over-speeding phases.