PROBLEM:
Every driver has his or her own distinct driving style. The driver's driving experience, vehicle handling skill, emotional and physical state, as well as the weather and traffic, all influence how the maneuver is completed. Identifying and evaluating movements are part of a series of tasks that help to narrow the search space of all possible driving scenarios in order to detect driver distractions.
Solution:
Deviations from the regular execution pattern appear as yellow or red squares in the feature space of this move. The classifier still recognizes these "odd" instances of the maneuver as type "x," but the intra class separation suggests they can be tagged as outliers.
TECHNOLOGY READINESS:
Level 3-4
TECHNOLOGIES:
Driving safety, Driving behavior assessment
