A Feature-Augmented Transformer Model to Recognize Functional Activities from in-the-wild Smartwatch Data.
Sign Up to like & getrecommendations! Published in 2025 at "IEEE journal of biomedical and health informatics"
DOI: 10.1109/jbhi.2025.3586074
Abstract: Human activity recognition (HAR) from wearable sensor data traditionally identifies atomic movements (e.g., sit, stand, walk). However, many medical fields require recognizing functional activities—higher-level, goal-directed behaviors (e.g., errands, socialize, work). Functional activity recognition is critical… read more here.
Keywords: feature augmented; recognize functional; functional activities; transformer model ... See more keywords