title: Comparison of 3D Joint Angles Measured With the Kinect 2.0 Skeletal Tracker Versus a Marker-Based Motion Capture System.
abstract: The Microsoft Kinect is becoming a widely used tool for inexpensive, portable measurement of human motion, with the potential to support clinical assessments of performance and function. In this study, the relative osteokinematic Cardan joint angles of the hip and knee were calculated using the Kinect 2.0 skeletal tracker. The pelvis segments of the default skeletal model were reoriented and 3-dimensional joint angles were compared with a marker-based system during a drop vertical jump and a hip abduction motion. Good agreement between the Kinect and marker-based system were found for knee (correlation coefficient = 0.96, cycle RMS error = 11°, peak flexion difference = 3°) and hip (correlation coefficient = 0.97, cycle RMS = 12°, peak flexion difference = 12°) flexion during the landing phase of the drop vertical jump and for hip abduction/adduction (correlation coefficient = 0.99, cycle RMS error = 7°, peak flexion difference = 8°) during isolated hip motion. Nonsagittal hip and knee angles did not correlate well for the drop vertical jump. When limited to activities in the optimal capture volume and with simple modifications to the skeletal model, the Kinect 2.0 skeletal tracker can provide limited 3-dimensional kinematic information of the lower limbs that may be useful for functional movement assessment.
authors.affiliation: 1 University of Missouri.
authors.forename: Trent M
authors.initials: TM
authors.lastname: Guess
authors.affiliation: 1 University of Missouri.
authors.forename: Swithin
authors.initials: S
authors.lastname: Razu
authors.affiliation: 1 University of Missouri.
authors.forename: Amirhossein
authors.initials: A
authors.lastname: Jahandar
authors.affiliation: 1 University of Missouri.
authors.forename: Marjorie
authors.initials: M
authors.lastname: Skubic
authors.affiliation: 1 University of Missouri.
authors.forename: Zhiyu
authors.initials: Z
authors.lastname: Huo
mesh_terms: D004867:Equipment Design; D019544:Equipment Failure Analysis; D005260:Female; D057918:Fiducial Markers; D006621:Hip Joint / Q000502:physiology*; D006801:Humans; D007090:Image Interpretation, Computer-Assisted / Q000295:instrumentation* / Q000379:methods; D021621:Imaging, Three-Dimensional / Q000295:instrumentation* / Q000379:methods; D008297:Male; D009068:Movement / Q000502:physiology*; D016059:Range of Motion, Articular / Q000502:physiology*; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity; D055815:Young Adult
keywords: Microsoft Kinect 2.0; drop vertical jump; kinematics