Pedestrian and Ego-Vehicle Trajectory Prediction From Monocular Camera

Figure 1 : By inferring current and predicting future ego-motion, we can "subtract" vehicle movement to create a normalized view of the pedestrian as if it was captured by a static camera, allowing to observe and predict the intrinsic pedestrian trajectory.