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...

Полное описание

Библиографические подробности
Главный автор:	Tong, EGC
Другие авторы:	Lane, ND
Формат:	Диссертация
Язык:	English
Опубликовано:	2023
Предметы:	Transfer learning (Machine learning) Deep learning (Machine learning) Wearable technology

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