Understanding driver behavior is an essential component in human-centric Intelligent Driver
Assistance Systems. Specifically, driver foot behavior is an important factor in controlling the
vehicle, though there have been very few research studies on analyzing foot behavior. While
embedded pedal sensors may reveal some information about driver foot behavior, using
vision-based foot behavior analysis has additional advantages. The foot movement before
and after a pedal press can provide valuable information for better semantic understanding …