MAND: Modality-Aware Novelty Detection for Open-World Egocentric Activity Recognition

Hyejeong Im, Wonseon Lim, Dae-Won Kim

Multimodal egocentric activity recognition integrates visual and inertial cues for robust first-person behavior understanding. However, deploying such systems in open-world environ…