Development of an Angle Measurement System Using Monocular Camera and Moiré Patterns

This paper describes the development of an angle measurement system using a monocular camera. In recent years, the measurement of the angle of a human joint has played an important role in various fields. Particularly, in the area of rehabilitation, measurement results are applied to make a diagnosis based on the condition of the patient; therefore, high accuracy is required. However, the use of such results is limited because systems with sufficient accuracy are expensive and bulky. In the proposed method, we introduce a Moiré pattern that magnifies small angular displacements to compensate for the poor resolution of the camera. We experimentally verified the robustness of the measurement results’ assuming practical use.

[1]  R. Oostendorp,et al.  Inter-rater reliability for measurement of passive physiological movements in lower extremity joints is generally low: a systematic review. , 2010, Journal of physiotherapy.

[2]  Emin Gabrielyan The basics of line moire patterns and optical speedup , 2007 .

[3]  Yoshio Matsumoto,et al.  A portable 6-DOF motion tracker using high-accuracy AR markers — First report on the feasibility , 2015, 2015 14th IAPR International Conference on Machine Vision Applications (MVA).

[4]  Mahmoud El-Gohary,et al.  Human Joint Angle Estimation with Inertial Sensors and Validation with A Robot Arm , 2015, IEEE Transactions on Biomedical Engineering.

[5]  Huosheng Hu,et al.  Human motion tracking for rehabilitation - A survey , 2008, Biomed. Signal Process. Control..

[6]  Ping Zhang,et al.  Human–Manipulator Interface Based on Multisensory Process via Kalman Filters , 2014, IEEE Transactions on Industrial Electronics.

[7]  Alexandra Pfister,et al.  Comparative abilities of Microsoft Kinect and Vicon 3D motion capture for gait analysis , 2014, Journal of medical engineering & technology.

[8]  I. Ishii,et al.  Strain visualization sticker using Moiré fringe for remote sensing , 2012 .

[9]  J. D. Janssen,et al.  A triaxial accelerometer and portable data processing unit for the assessment of daily physical activity , 1997, IEEE Transactions on Biomedical Engineering.

[10]  I. Ishii,et al.  Concrete surface strain measurement using Moiré fringes , 2014 .

[11]  Chris Button,et al.  A Review of Vision-Based Motion Analysis in Sport , 2008, Sports medicine.

[12]  Greg Welch,et al.  Motion Tracking: No Silver Bullet, but a Respectable Arsenal , 2002, IEEE Computer Graphics and Applications.

[13]  Yoshio Matsumoto,et al.  A solution to pose ambiguity of visual markers using Moiré patterns , 2014, 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[14]  Jason Wilken,et al.  Influence of plane and range of motion on the motion tracking accuracy at the hip and knee of a serious game for rehabilitation , 2017, 2017 International Conference on Virtual Rehabilitation (ICVR).