Data Augmentation vs. Domain Adaptation—A Case Study in Human Activity Recognition

Recent advances in big data systems and databases have made it possible to gather raw unlabeled data at unprecedented rates. However, labeling such data constitutes a costly and timely process. This is especially true for video data, and in particular for human activity recognition (HAR) tasks. For...

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Bibliographic Details
Main Authors: Evaggelos Spyrou, Eirini Mathe, Georgios Pikramenos, Konstantinos Kechagias, Phivos Mylonas
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Technologies
Subjects:
Online Access:https://www.mdpi.com/2227-7080/8/4/55