Egocentric zone-aware action recognition across environments

Simone Alberto Peirone, Gabriele Goletto, Mirco Planamente, Andrea Bottino, Barbara Caputo, Giuseppe Averta

Abstract: Highlights•We shed light on the side-effects of co-occurrence biases in egocentric vision.•We present EgoZAR, an action recognition model leveraging environmental affordances.•We achieve SOTA performance on EPIC-Kitchens-100 in the domain generalization setting.