3 papers
cs.CV2025
From Detection to Anticipation: Online Understanding of Struggles across Various Tasks and Activities
Shijia Feng, Michael Wray, Walterio Mayol-Cuevas
Understanding human skill performance is essential for intelligent assistive systems, with struggle recognition offering a natural cue for identifying user difficulties. While prio…
cs.CV2025
EvoStruggle: A Dataset Capturing the Evolution of Struggle across Activities and Skill Levels
Shijia Feng, Michael Wray, Walterio Mayol-Cuevas
The ability to determine when a person struggles during skill acquisition is crucial for both optimizing human learning and enabling the development of effective assistive systems.…
cs.CV2025
Are you Struggling? Dataset and Baselines for Struggle Determination in Assembly Videos
Shijia Feng, Michael Wray, Brian Sullivan +4
Determining when people are struggling allows for a finer-grained understanding of actions that complements conventional action classification and error detection. Struggle detecti…