Arm movement speed assessment via a Kinect camera: A preliminary study in healthy subjects

BioMedical Engineering Online

Volumn 13, Issue 1, 2014, Pages

  Elgendi, Mohamed ^a   Picon, Flavien ^b   Magnenat Thalmann, Nadia ^b   Abbott, Derek ^c  

^a UNIVERSITY OF ALBERTA   (Canada)

^b NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^c UNIVERSITY OF ADELAIDE   (Australia)

Author keywords

Hand speed analysis; Kinect; Physiological movement

Indexed keywords

CAMERAS; NEUROLOGY;

AUTOMATED ANALYSIS; CLINICAL STUDY; HEALTHY SUBJECTS; KINECT; KINECT CAMERAS; NEUROLOGICAL INJURY; PHYSIOLOGICAL MOVEMENT; SPEED ANALYSIS;

SPEED;

ACCELERATION; ADULT; ALGORITHM; ARM MOVEMENT; ARTICLE; AUTOMATION; BIOMECHANICS; CAMERA; ESSENTIAL TREMOR; FEMALE; HAND JOINT; HAND MOVEMENT; HUMAN; HUMAN EXPERIMENT; KINECT CAMERA; MALE; MICROELECTROMECHANICAL SYSTEM; MOTOR CONTROL; MOTOR DYSFUNCTION; NEUROLOGIC DISEASE; PRIORITY JOURNAL; VELOCITY; ARM; MOVEMENT (PHYSIOLOGY); NORMAL HUMAN; PHYSIOLOGY;

ADULT; ALGORITHMS; ARM; BIOMECHANICAL PHENOMENA; FEMALE; HEALTHY VOLUNTEERS; HUMANS; MALE; MOVEMENT;

EID: 84902911441     PISSN: None     EISSN: 1475925X     Source Type: Journal    
DOI: 10.1186/1475-925X-13-88     Document Type: Article

References (24)

1. Bittenbender J, Quadfasel F. Rigid and akinetic forms of Huntington's chorea. Arch Neurol 1962, 7(4):275-288. 10.1001/archneur.1962.04210040027003, 13971267.
2. Jahanshahi M, Jenkins IH, Brown RG, Marsden CD, Passingham RE, Brooks DJ. Self-initiated versus externally triggered movements I. An investigation using measurement of regional cerebral blood flow with PET and movement-related potentials in normal and Parkinson's disease subjects. Brain 1995, 118(4):913-933. 10.1093/brain/118.4.913, 7655888.
3. Deuschl G, Wenzelburger R, Löffler K, Raethjen J, Stolze H. Essential tremor and cerebellar dysfunction clinical and kinematic analysis of intention tremor. Brain 2000, 123(8):1568-1580. 10.1093/brain/123.8.1568, 10908187.
4. Weber I, Koch J, Meskemper J, Friedl K, Heinrich K, Hartmann U. Is the MS Kinect suitable for motion analysis?. Biomed Eng Biomed Tech 2012, 57:664.
5. Nguyen HA, Auvinet E, Mignotte M, de Guise JA, Meunier J. Analyzing gait pathologies using a depth camera. 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2012, 4835-4838. San Diego: IEEE.
6. Min BW, Yoon HS, Soh J, Yang YM, Ejima T. Hand gesture recognition using hidden Markov models. 1997 IEEE International Conference on Systems, Man, and Cybernetics 1997, 4232-4235. Orlando: IEEE.
7. Campbell LW, Becker DA, Azarbayejani A, Bobick AF, Pentland A. Invariant features for 3-D gesture recognition. Proceedings of the Second International Conference on Automatic Face and Gesture Recognition 1996, 157-162. Killington: IEEE.
8. Yoon HS, Soh J, Bae YJ, Yang HS. Hand gesture recognition using combined features of location, angle and velocity. Pattern Recognit 2001, 34:1491-1501.
9. Rehm M, Bee N, André E. Wave like an Egyptian: accelerometer based gesture recognition for culture specific interactions. HCI 2008 Culture, Creativity, Interaction 2008, 13-22. Swinton: British Computer Society.
10. Howard N, Pollock R, Prinold J, Sinha J, Newham D, . Bergmann J Effect of impairment on upper limb performance in an ageing sample population. Universal Access in Human-Computer Interaction. User and Context Diversity, Volume 8010 of Lecture Notes in Computer Science 2013, 78-87. Berlin Heidelberg: Springer, Stephanidis C, Stephanidis C, Antona M, Bergmann J.
11. Arieli Y, Freedman B, Machline M, Shpunt A. Depth mapping using projected patterns. US Patent: US20100118123 A1; 2010.
12. Hunter J. Matplotlib. [http://matplotlib.sourceforge.net/].
13. Microsoft Kinect for windows SDK beta. 2011, [http://www.microsoft.com/en-us/kinectforwindows/], Microsoft.
14. MSDN Library: Coordinate spaces. USA: Microsoft; 2012.
15. Almeida QJ, Wishart LR, Lee TD. Bimanual coordination deficits with Parkinson's disease: the influence of movement speed and external cueing. Mov Disord 2002, 17:30-37. 10.1002/mds.10030, 11835436.
16. Helsen WF, Elliott D, Starkes JL, Ricker KL. Coupling of eye, finger, elbow, and shoulder movements during manual aiming. J Motor Behav 2000, 32(3):241-248.
17. Elgendi M, Picon F, Magenant-Thalmann N. Real-time speed detection of hand gesture using, Kinect. Proc. Workshop on Autonomous Social Robots and Virtual Humans, The 25th Annual Conference on Computer Animation and Social Agents (CASA 2012) 2012, Singapore.
18. Baak A, Müller M, Bharaj G, Seidel HP, Theobalt C. A data-driven approach for real-time full body pose reconstruction from a depth camera. Consumer Depth Cameras for Computer Vision 2013, 71-98. Berlin Heidelberg: Springer.
19. Gorman WP, Cooper R, Pocock P, Campbell MJ. A comparison of primidone, propranolol, and placebo in essential tremor, using quantitative analysis. J Neurol Neurosurg & Psychiat 1986, 49:64-68. [http://jnnp.bmj.com/content/49/1/64.abstract], 10.1136/jnnp.49.1.64, 1028650, 3514797.
20. Bergmann JHM, Langdon PM, Mayagoitia RE, Howard N. Exploring the use of sensors to measure behavioral interactions: an experimental evaluation of using hand trajectories. PLoS ONE 2014, 9(2):e88080. [http://dx.doi.org/10.1371%2Fjournal.pone.0088080], 10.1371/journal.pone.0088080, 3917885, 24516583.
21. Morris ME, Iansek R, Matyas TA, Summers JJ. The pathogenesis of gait hypokinesia in Parkinson's disease. Brain 1994, 117(5):1169-1181. [http://brain.oxfordjournals.org/content/117/5/1169.abstract], 10.1093/brain/117.5.1169, 7953597.
22. Pfann KD, Buchman AS, Comella CL, Corcos DM. Control of movement distance in Parkinson's disease. Mov Disord 2001, 16(6):1048-1065. [http://dx.doi.org/10.1002/mds.1220], 10.1002/mds.1220, 11748736.
23. Van Gemmert AWA, Adler CH, Stelmach GE. Parkinson's disease patients undershoot target size in handwriting and similar tasks. J Neurol Neurosurg & Psychiat 2003, 74(11):1502-1508. [http://jnnp.bmj.com/content/74/11/1502.abstract], 10.1136/jnnp.74.11.1502, 1738235, 14617705.
24. Farley B, Koshland G. Training BIG to move faster: the application of the speed-amplitude relation as a rehabilitation strategy for people with Parkinson's disease. Exp Brain Res 2005, 167(3):462-467. [http://dx.doi.org/10.1007/s00221-005-0179-7], 10.1007/s00221-005-0179-7, 16283401.