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Validity and Reliability of Kinect v2 for Quantifying Upper Body Kinematics during Seated Reaching
Germain Faity1, Denis Mottet1, Jérôme Froger2
1Euromov Digital Health in Motion, Univ Montpellier, IMT Mines Ales, 34090 Montpellier, France.
The Kinect v2 shows moderate to excellent reliability for assessing upper limb movement in stroke recovery, particularly for trunk compensation and hand motion. However, its precision is limited for detailed joint kinematics and peak velocity analysis.
Area of Science:
- Biomechanics
- Rehabilitation Engineering
- Neurorehabilitation
Background:
- Upper limb kinematic analysis is crucial for monitoring stroke recovery but lacks clinical feasibility.
- The Kinect v2 offers a potential markerless solution for kinematic assessment.
Purpose of the Study:
- To evaluate the validity and reliability of the Kinect v2 for upper limb reaching kinematics analysis.
- To compare Kinect v2 performance against a gold-standard motion capture system (VICON).
Main Methods:
- Twenty-six healthy participants performed seated reaching tasks with added load.
- Simultaneous 3D motion capture of upper limb and trunk using Kinect v2 and VICON.
Main Results:
- Kinect v2 demonstrated moderate to excellent reliability for trunk compensations, hand range of motion, movement time, and mean velocity.
- Poor to moderate reliability was found for elbow/shoulder range of motion, time to peak velocity, and path length ratio.
- Instantaneous hand and elbow tracking lacked precision for velocity peaks and peak hand velocity assessment.
Conclusions:
- The Kinect v2 is suitable for clinical routine use in semi-automated quantitative diagnostics for upper limb rehabilitation.
- Its markerless and user-friendly nature aids in guiding individualized stroke rehabilitation.
- Limitations in tracking precision necessitate awareness for clinicians and engineers.
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