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High-bandwidth low-latency tracking using optical and inertial sensors
- Source :
- ICARA, Proceedings of the 5th International Conference on Automation, Robotics and Applications, 5th International Conference on Automation, Robotics and Applications, 5th International Conference on Automation, Robotics and Applications, Dec 2011, Wellington, New Zealand. pp.366-371, ⟨10.1109/ICARA.2011.6144911⟩
- Publication Year :
- 2011
- Publisher :
- IEEE, 2011.
-
Abstract
- International audience; We present an optical-inertial tracking system for tracking a handheld tool in a computer-assisted surgery system. Tracking is fast enough for servo-control of the handheld tool. We show that commercially available optical tracking systems which are suitable for use in computer-assisted surgery systems are not suitable for this application. A modified Extended Kalman Filter is used to fuse optical and inertial data. Our approach is a direct one which uses marker image data instead of triangulated position data, thus reducing latencies. Experimental data show that the optical-inertial system can track a moving object at a high bandwidth.
- Subjects :
- 0209 industrial biotechnology
Inertial frame of reference
Computer science
business.industry
0206 medical engineering
Bandwidth (signal processing)
Real-time computing
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
ComputerApplications_COMPUTERSINOTHERSYSTEMS
Tracking system
02 engineering and technology
Kalman filter
020601 biomedical engineering
[SPI.AUTO]Engineering Sciences [physics]/Automatic
Extended Kalman filter
020901 industrial engineering & automation
Inertial measurement unit
Video tracking
Computer vision
Artificial intelligence
business
Mobile device
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- The 5th International Conference on Automation, Robotics and Applications
- Accession number :
- edsair.doi.dedup.....79f7106f32d0b8b3111d23559cb0d647