Flexo-extension analysis of the neck using artificial vision
In the treatment of cervical pain, several techniques that are commonly used cannot indicate the patient pain-intensity, but only can identify structural damage. The evaluation of this pain-intensity can be achieved analyzing the cervical joint kinematic variables of the three movements: flexo-exten...
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Zusammenfassung: | In the treatment of cervical pain, several techniques that are commonly used
cannot indicate the patient pain-intensity, but only can identify structural
damage. The evaluation of this pain-intensity can be achieved analyzing the
cervical joint kinematic variables of the three movements: flexo-extension,
flexo-lateral and rotation. In this work we will study the reliability of the
photogrametry technique through a low-cost camera, i.e., Kinect V1. The Kinect
camera will acquire kinematic parameters of the flexo-extension movement from
the neck joint. We will use artificial visionand depth/color image techniques
to obtaining the trajectories of the technical (and anatomical) markers. A
Kalman filter is employed to correct the continuous tracking of the technical
markers to obtaining the spatial coordinates of each marker. The data is
obtained from seven test-subjects, men and women physically healthy. The ages
of the test-subjects are between 17 and 40 years. We compute the kinematic
parameters of angular velocity, angular acceleration and angular displacement,
associated with the spatial-coordinates of each technical marker. Then, we
obtain the parameters of reliability and correlation between tests through the
mean-standard error, the multiple-correlation index and the Pearson-correlation
indexes, commonly used for clinical analysis. The high values of these
correlation indexes let us to remark the reliability of our methodology. |
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DOI: | 10.48550/arxiv.2004.00694 |