Advanced Statistical Analysis of 3D Kinect Data: A Comparison of the Classification Methods

Advanced Statistical Analysis of 3D Kinect Data: A Comparison of the Classification Methods

This paper focuses on the statistical analysis of mimetic muscle rehabilitation after head and neck surgery causing facial paresis in patients after head and neck surgery. Our work deals with an evaluation problem of mimetic muscle rehabilitation that is observed by a Kinect stereo-vision camera. Af...

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Bibliographic Details
Main Authors: Lenka Červená, Pavel Kříž, Jan Kohout, Martin Vejvar, Ludmila Verešpejová, Karel Štícha, Jan Crha, Kateřina Trnková, Martin Chovanec, Jan Mareš
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Applied Sciences
Subjects:
rehabilitation
House–Brackmann scale
functional data analysis
ordinal classification
Kinect evaluation
Online Access:https://www.mdpi.com/2076-3417/11/10/4572

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