ADL-GAN: Data Augmentation to Improve In-the-wild ADL Recognition using GANs

ADL-GAN: Data Augmentation to Improve In-the-wild ADL Recognition using GANs

The types of Activities of Daily Living (ADL) a person performs or avoids, and underlying patterns can provide insights into physical and mental health, making passive ADL recognition from smartphone sensor data important. However, as people perform ADLs unequally in real life, ADL datasets collecte...

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Bibliographic Details
Main Authors:	Agu, E.O (Author), Ditthapron, A. (Author), Lammert, A.C (Author)
Format:	Article
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2023
Subjects:	Activity of daily living data augmentation Data augmentation GAN Generative adversarial networks Generators imbalanced class Legged locomotion Sensors Smart phones smartphones Task analysis Training
Online Access:	View Fulltext in Publisher View in Scopus

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