Abstract
We present a system for head motion tracking in 3D
brain imaging. The system is based on facial surface reconstruction
and tracking using a structured light (SL) scanning principle.
The system is designed to fit into narrow 3D medical scanner
geometries limiting the field of view. It is tested in a clinical setting
on the high resolution research tomograph (HRRT), Siemens PET
scanner with a head phantom and volunteers. The SL system is
compared to a commercial optical tracking system, the Polaris
Vicra system, from NDI based on translatory and rotary ground
truth motions of the head phantom. The accuracy of the systems
was similar, with root-mean-square (RMS) errors of 0.09
◦ for
20
◦ axial rotations, and RMS errors of 0.24 mm for 25 mm
translations. Tests were made using 1) a light emitting diode
(LED) based miniaturized video projector, the Pico projector
from Texas Instruments, and 2) a customized version of this
projector replacing a visible light LED with a 850 nm near
infrared LED. The latter system does not provide additional
discomfort by visible light projection into the patient’s eyes.
The main advantage over existing head motion tracking devices,
including the Polaris Vicra system, is that it is not necessary to
place markers on the patient. This provides a simpler workflow
and eliminates uncertainties related to marker attachment and
stability. We show proof of concept of a marker less tracking
system especially designed for clinical use with promising results.
Original language | English |
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Journal | I E E E Transactions on Medical Imaging |
Volume | 31 |
Issue number | 1 |
Pages (from-to) | 79-87 |
ISSN | 0278-0062 |
DOIs | |
Publication status | Published - 2012 |
Keywords
- Structured light system
- Positron emission tomography
- Stereo vision
- Stereo image processing
- Motion estimation