Estimation of Full-Body Poses Using Only Five Inertial Sensors: An Eager or Lazy Learning Approach?

Estimation of Full-Body Poses Using Only Five Inertial Sensors: An Eager or Lazy Learning Approach?

Human movement analysis has become easier with the wide availability of motion capture systems. Inertial sensing has made it possible to capture human motion without external infrastructure, therefore allowing measurements in any environment. As high-quality motion capture data is available in large...

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Bibliographic Details
Main Authors: Frank J. Wouda, Matteo Giuberti, Giovanni Bellusci, Peter H. Veltink
Format: Article
Language:English
Published: MDPI AG 2016-12-01
Series:Sensors
Subjects:
inertial motion capture
orientation tracking
machine learning
neural networks
nearest neighbor search
human movement
reduced sensor set
Online Access:http://www.mdpi.com/1424-8220/16/12/2138

Internet

http://www.mdpi.com/1424-8220/16/12/2138

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