Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks

no code implementations • 29 Mar 2019 • Elnaz Soleimania, Ehsan Nazerfard

This paper presents a novel method of adversarial knowledge transfer named SA-GAN stands for Subject Adaptor GAN which utilizes Generative Adversarial Network framework to perform cross-subject transfer learning in the domain of wearable sensor-based Human Activity Recognition.

Generative Adversarial Network Human Activity Recognition +2