Accuracy and repeatability of joint angles measured using a single camera markerless motion capture system

Journal of Biomechanics

Volumn 47, Issue 2, 2014, Pages 587-591

  Schmitz, Anne ^a   Ye, Mao ^b   Shapiro, Robert ^a   Yang, Ruigang ^b   Noehren, Brian ^a  

^a UNIVERSITY OF KENTUCKY   (United States)

^b UNIVERSITY OF KENTUCKY   (United States)

Author keywords

Accuracy and reliability; Joint angles; Microsoft Kinect; Motion capture

Indexed keywords

ACCURACY AND REPEATABILITIES; CAMERA MOTION ANALYSIS; JOINT ANGLE; MARKERLESS MOTION CAPTURE; MICROSOFT KINECT; MOTION CAPTURE; MOTION CAPTURE SYSTEM; PATIENT POPULATION;

KINEMATICS; RELIABILITY;

CAMERAS;

ABDUCTION; ADDUCTION; ARTICLE; CAMERA; COLOR; COMPARATIVE STUDY; CONTROLLED STUDY; EXTENSION; FEASIBILITY STUDY; FLEXION; JOINT ANGLE; KINEMATICS; MARKLESS MOTION CAPTURE SYSTEM; MEASUREMENT ACCURACY; MOTION ANALYSIS SYSTEM; MOVEMENT (PHYSIOLOGY); MUSCULOSKELETAL SYSTEM PARAMETERS; PRIORITY JOURNAL; RELIABILITY; REPRODUCIBILITY;

ACCURACY AND RELIABILITY; JOINT ANGLES; MICROSOFT KINECT; MOTION CAPTURE;

BIOMECHANICAL PHENOMENA; HUMANS; JOINTS; LOWER EXTREMITY; MOTION; MOVEMENT; POSTURE; REPRODUCIBILITY OF RESULTS; ROTATION;

EID: 84891832308     PISSN: 00219290     EISSN: 18732380     Source Type: Journal    
DOI: 10.1016/j.jbiomech.2013.11.031     Document Type: Article

References (28)

1. Bland J.M., Altman D.G. Statistical methods for assessing agreement between two methods of clinical measurement. Int. J. Nurs. Stud. 2010, 47:931-936.
2. Butler R.J., Barrios J.A., Royer T., Davis I.S. Frontal-plane gait mechanics in people with medial knee osteoarthritis are different from those in people with lateral knee osteoarthritis. Phys. Ther. 2011, 91:1235-1243.
3. Clark R.A., Pua Y.-H., Fortin K., Ritchie C., Webster K.E., Denehy L., Bryant A.L. Validity of the Microsoft Kinect for assessment of postural control. Gait Posture 2012, 36:372-377.
4. Clark, R.A., Pua, Y.H., Bryant, A.L., Hunt, M.A. Validity of the Microsoft Kinect for providing lateral trunk lean feedback during gait retraining. Gait Posture, 38(4), 2013, 1064-1066.
5. Corazza, S., Mündermann, L., Andriacchi, T., 2006 Markerless motion capture methods for the estimation of human body kinematics. In: 9th International Symposium on the 3D Analysis of Human Movement. Valenciennes, France.
6. Ferber R., McClay Davis I., Williams D., Laughton C. A comparison of within-and between-day reliability of discrete 3D lower extremity variables in runners. J. Orthop. Res. 2002, 20:1139-1145.
7. Grood E.S., Suntay W.J. A joint coordinate system for the clinical description of three-dimensional motions: application to the knee. J. Biomech. Eng. 1983, 105:136-144.
8. Holden J.P., Orsini J.A., Siegel K.L., Kepple T.M., Gerber L.H., Stanhope S.J. Surface movement errors in shank kinematics and knee kinetics during gait. Gait Posture 1997, 5:217-227.
9. Keating J., Matyas T. Unreliable inferences from reliable measurements. Aust. J. Physiol. 1998, 44:5.
10. Khoshelham K., Elberink S.O. Accuracy and resolution of kinect depth data for indoor mapping applications. Sensors 2012, 12:1437-1454.
11. Kiran D., Carlson M., Medrano D., Smith D.R. Correlation of three different knee joint position sense measures. Phys. Ther. Sport 2010, 11:81-85.
12. Leardini A., Sawacha Z., Paolini G., Ingrosso S., Nativo R., Benedetti M.G. A new anatomically based protocol for gait analysis in children. Gait Posture 2007, 26:560-571.
13. McGinley J.L., Baker R., Wolfe R., Morris M.E. The reliability of three-dimensional kinematic gait measurements: a systematic review. Gait Posture 2009, 29:360-369.
14. Mentiplay B.F., Clark R.A., Mullins A., Bryant A.L., Bartold S., Paterson K. Reliability and validity of the Microsoft Kinect for evaluating static foot posture. J. Foot Ank. Res. 2013, 6:14.
15. Metcalf C.D., Robinson R., Malpass A.J., Bogle T.P., Dell T.A., Harris C., Demain S.H. Markerless motion capture and measurement of hand kinematics: validation and application to home-based upper limb rehabilitation. IEEE Trans. Biomed. Eng. 2013, 60:2184-2192.
16. Microsoft. http://www.microsoft.com/en-us/kinectforwindows/.
17. Miller C., Mulavara A., Bloomberg J. A quasi-static method for determining the characteristics of a motion capture camera system in a "split-volume" configuration. Gait Posture 2002, 16:283-287.
18. Miranda D.L., Rainbow M.J., Crisco J.J., Fleming B.C. Kinematic differences between optical motion capture and biplanar videoradiography during a jump-cut maneuver. J. Biomech. 2013, 46:567-573.
19. Mündermann, L., Anguelov, D., Corazza, S., Chaudhari, A.M., Andriacchi, T.P., 2005 Validation of a Markerless Motion Capture System for the Calculation of Lower Extremity Kinematics. American Society of Biomechanics, Cleveland, Ohio.
20. Mundermann L., Corazza S., Andriacchi T. The evolution of methods for the capture of human movement leading to markerless motion capture for biomechanical applications. J. Neuroeng. Rehab. 2006, 3.
21. Noehren B., Pohl M.B., Sanchez Z., Cunningham T., Lattermann C. Proximal and distal kinematics in female runners with patellofemoral pain. Clin. Biomech. 2012, 27:366-371.
22. Noehren, B., Wilson, H., Miller, C., Lattermann, C. Long-term gait deviations in anterior cruciate ligament reconstructed females. Med. Sci. Sports Exerc., 45(7), 2013, p. 1340-1347.
23. Pellegrini, S., Schindler, K., Nardi, D., 2008 A generalisation of the ICP algorithm for articulated bodies. In: British Machine Vision Conference. Leeds, United Kingdom.
24. Richards J.G. The measurement of human motion: a comparison of commercially available systems. Human Move Sci. 1999, 18:589-602.
25. Schwartz M.H., Trost J.P., Wervey R.A. Measurement and management of errors in quantitative gait data. Gait Posture 2004, 20:196-203.
26. Steele, K., Johnson, A., Kelley, A., Johnson, T., Andriacchi, T., 2009 Markerless vs. marker-based motion capture: a comparison of measured joint centers. In: North American Congress on Biomechanics Annual Meeting. Ann Arbor, Michigan.
27. Stone E., Skubic M. Evaluation of an inexpensive depth camera for in-home gait assessment. J. Ambient Intell. Smart Environ. 2011, 3:349-361.
28. Vander Linden D.W., Carlson S.J., Hubbard R.L. Reproducibility and accuracy of angle measurements obtained under static conditions with the Motion Analysis video system. Phys. Ther. 1992, 72:300-305.