Fast Feature Field (F cubed): A Predictive Representation of Events
Fast Feature Field (F3) is a representation for event cameras that predicts future events from past ones to capture scene structure and motion. It uses a multi-resolution hash encoder and permutation-invariant architecture to exploit sparse data. F3 enables robust, real-time perception tasks like optical flow and depth estimation across various conditions.