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Validity and Reliability of Head Posture Measurement using Microsoft Kinect : 키넥트를 이용한 두위측정의 타당도와 신뢰도의 평가

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dc.contributor.advisor황정민-
dc.contributor.author오백록-
dc.date.accessioned2017-07-19T10:23:16Z-
dc.date.available2017-07-19T10:23:16Z-
dc.date.issued2014-02-
dc.identifier.other000000017037-
dc.identifier.urihttps://hdl.handle.net/10371/132642-
dc.description학위논문 (석사)-- 서울대학교 대학원 : 의학과, 2014. 2. 황정민.-
dc.description.abstractIntroduction: Accurate and effective measurement of anomalous head posture is critical for evaluating severity of disease and determining a surgical plan for patients with ocular torticollis. For increasing the precision of head-posture measurements, several systems that use digital technologies have been proposed. To date, the common disadvantages of all such head-posture-measurement systems is that subjects are required to wear a head-mounted device and the difficult setup. To address this problem, we need a device that is contact-free and easy-to-setup. In this study, we investigated the possibility of adapting a controller-free 3D camera (Microsoft Kinect) for evaluating anomalous head posture.

Methods: Considering the cervical range of motion (CROM) as a reference, one- and three-dimensional (1D and 3D) head postures of 12 normal subjects (28–58 years of age
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dc.description.abstract6 women and 6 men) were obtained using the KHT. The KHT was validated by the Pearson correlation coefficient and the intraclass correlation (ICC) coefficient. Test-retest reliability of the KHT was determined by its 95% limit of agreement (LoA) with the Bland–Altman plot. Face recognition success rate was evaluated for each head posture.

Results: The measurements of 1D and 3D head posture performed using the KHT were very close to those of the CROM with correlation coefficients of 0.99 and 0.97 (P < 0.05), respectively, as well as with an ICC of >0.99 and 0.98, respectively. The reliability tests of the KHT in terms of 1D and 3D head postures had 95% LoA angles of approximately ±2.5°and ±6.5°, respectively.

Conclusions: The KHT showed good agreement with the CROM and relatively good test–retest reliability. Considering its high performance, convenience, and low cost, KHT could be clinically used as a head-posture-measuring system.
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dc.description.tableofcontentsI. Introduction ----------------------------------------------------- 1
II. Methods
1. Subjects --------------------------------------------------------- 3
2. Kinect head tracker (KHT) --------------------------------- 3
3. CROM ---------------------------------------------------------- 7
4. Procedure ------------------------------------------------------ 8
5. Data analysis -------------------------------------------------- 9
III. Results
1. Face recognition rate in 1D posture --------------------- 10
2. Validity of KHT in 1D postures --------------------------- 10
3. Reliability of KHT for 1D postures ---------------------- 13
4. Face recognition rate in 3D posture --------------------- 15
5. Validity of KHT in 3D postures --------------------------- 17
6. Reliability of KHT for 3D postures ---------------------- 20
IV. Discussion ------------------------------------------------------ 22
V. Appendix ------------------------------------------------------- 28
VI. References ------------------------------------------------------ 30
VII. 국문초록 ------------------------------------------------------- 33
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dc.formatapplication/pdf-
dc.format.extent1038125 bytes-
dc.format.mediumapplication/pdf-
dc.language.isoen-
dc.publisher서울대학교 대학원-
dc.subjectKinect-
dc.subjectanomalous head posture-
dc.subjecthead posture measurement-
dc.subject.ddc610-
dc.titleValidity and Reliability of Head Posture Measurement using Microsoft Kinect-
dc.title.alternative키넥트를 이용한 두위측정의 타당도와 신뢰도의 평가-
dc.typeThesis-
dc.description.degreeMaster-
dc.citation.pagesiv, 34-
dc.contributor.affiliation의과대학 의학과-
dc.date.awarded2014-02-
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