With applications like autonomous driving and surveillance, understanding the behavior of pedestrians has become an important problem. Attempts have been made to learn pedestrian behavior using data driven techniques. In this work, I plan to learn dominance traits of pedestrians' based on their walking gaits.
Previous works have learned pedestrian behaviors based on their:
Over the course of this semester, my goal is to develop a mathematical model to map walking gaits of pedestrians to their dominance characteristics. This mapping can then be used to identify pedestrians' dominance characteristics and to generate walking gaits with desired dominance characteristics.