Multiple Kinect based system to monitor and analyze key performance indicators of physical training

Using a single Kinect device for human skeleton tracking and motion tracking lacks of reliability required in sports medicine and rehabilitation domains. Human joints reconstructed from non-standard poses such as squatting, sitting and lying are asymmetric and have unnatural lengths while their reco...

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Vydané v:	Human-centric computing and information sciences Ročník 10; číslo 1
Hlavní autori:	Ryselis, Karolis, Petkus, Tautvydas, Blažauskas, Tomas, Maskeliūnas, Rytis, Damaševičius, Robertas
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Berlin/Heidelberg Springer Berlin Heidelberg 14.12.2020 Korea Information Processing Society, Computer Software Research Group
Predmet:	Algorithms Artificial Intelligence Asymmetry Coefficient of variation Communications Engineering Computer Science Computer Systems Organization and Communication Networks Data integration Dynamic characteristics Electronic devices Fatigue Human motion Information Systems and Communication Service Information Systems Applications (incl.Internet) Joints (anatomy) Mathematical analysis Networks Physical training Rehabilitation Reliability analysis Sports medicine System reliability Tracking devices User Interfaces and Human Computer Interaction Data fusion Smart health Physical training Motion tracking Kinect sensors
ISSN:	2192-1962, 2192-1962
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