A diffusion model for inertial based time series generation on scarce data availability to improve human activity recognition

Abstract The domain of human activity recognition is able to differentiate between human movements based on sensory driven systems, e.g. in the form of an IMU. Though, in order to perform those differentiation tasks, a measurement setup has to be established and subjects have to be recorded. As this...

Full description

Saved in:
Bibliographic Details
Main Authors: Heiko Oppel, Michael Munz
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-01614-x
Tags: Add Tag
No Tags, Be the first to tag this record!