Cross-modal learning from visual information for activity recognition on inertial sensors

Cross-modal learning from visual information for activity recognition on inertial sensors

<p>The lack of large-scale, labeled datasets impedes progress in developing robust and generalized predictive models for human activity recognition (HAR) from wearable inertial sensor data. Labeled data is scarce as sensor data collection is expensive, and their annotation is time-consuming an...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awdur:	Tong, EGC
Awduron Eraill:	Lane, ND
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	2023
Pynciau:	Transfer learning (Machine learning) Deep learning (Machine learning) Wearable technology

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