2 papers
cs.CV2026
Hand-Aware Transition Modeling for Bimanual Procedural Anomaly Detection
Di Wen, Jimmy Weissert, Luc Maria Scherrer +7
Procedural anomaly detection in bimanual assembly requires judging each hand action against the execution so far. A corrective action may look unusual in isolation, while a visuall…
cs.CV2026
PROVIA: Procedure State Tracking for Online Mistake Detection in Egocentric Videos
Di Wen, Kailun Yang, Jimmy Weissert +7
An assistant watching egocentric video should notice a mistake from past frames alone, before the next step begins, and keep working once the person recovers. A mistake changes the…