Study on Human Activity Recognition Using Semi-Supervised Active Transfer Learning

Study on Human Activity Recognition Using Semi-Supervised Active Transfer Learning

In recent years, various studies have begun to use deep learning models to conduct research in the field of human activity recognition (HAR). However, there has been a severe lag in the absolute development of such models since training deep learning models require a lot of labeled data. In fields s...

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Bibliographic Details
Main Authors: Seungmin Oh, Akm Ashiquzzaman, Dongsu Lee, Yeonggwang Kim, Jinsul Kim
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Sensors
Subjects:
human activity recognition
active transfer learning
semi-supervised learning
semi-supervised active transfer learning
labeling reduction
Online Access:https://www.mdpi.com/1424-8220/21/8/2760

Internet

https://www.mdpi.com/1424-8220/21/8/2760

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