2 papers
cs.HC2024
Preliminary Investigation of SSL for Complex Work Activity Recognition in Industrial Domain via MoIL
Qingxin Xia, Takuya Maekawa, Jaime Morales +4
In this study, we investigate a new self-supervised learning (SSL) approach for complex work activity recognition using wearable sensors. Owing to the cost of labeled sensor data c…
cs.CV2024
OpenPack: A Large-scale Dataset for Recognizing Packaging Works in IoT-enabled Logistic Environments
Naoya Yoshimura, Jaime Morales, Takuya Maekawa +1
Unlike human daily activities, existing publicly available sensor datasets for work activity recognition in industrial domains are limited by difficulties in collecting realistic d…