Title :
Calibration Accuracy Evaluation with Stereo Reconstruction
Author :
Gu, Songxiang ; McNamara, Joseph E. ; Johnson, Karen ; Gennert, Michael A. ; King, Michael A.
Author_Institution :
Worcester Polytech. Inst., Worcester
Abstract :
During SPECT imaging, a patient must remain motionless for 20 minutes or more. Without compensation, patient motion can compromise diagnostic accuracy. As the first step in compensation, we propose stereo-optical tracking of retro-reflective spheres attached to stretchy bands wrapped about the patients to estimate patient motion. Camera calibration is a crucial step in stereo- imaging, which ultimately determines the accuracy of tracking. The two leading methods of camera calibration are: 1) phantom-based calibration, and 2) grid board-based calibration. They both use the Tsai camera model, but use different input data and methods of calculation. Thus, the two methods will show different sensitivities to system modeling and input data inaccuracies. We evaluated the relationship between inaccuracies using two error measures. The first was the residual error or the difference between the input center location of spheres in the 2D optical images and the centers estimated using the calibration parameters. The second was stereo error or the difference between the input 3D location of the center of spheres in the calibration phantom and the centers estimated by stereo imaging. We observed that the grid board-based calibration is more stable, and that for both methods the stereo error increases with distance away from the center of the measurement volume.
Keywords :
calibration; image reconstruction; medical image processing; motion compensation; motion estimation; optical images; stereo image processing; tracking; 2D optical images; SPECT imaging; Tsai camera model; calibration accuracy evaluation; diagnostic accuracy; grid board-based calibration; patient motion compensation; patient motion estimation; phantom-based calibration; retro-reflective spheres; stereo imaging; stereo reconstruction; stereo-optical tracking; system modeling; Calibration; Cameras; Image reconstruction; Imaging phantoms; Modeling; Motion estimation; Optical imaging; Optical sensors; Stereo image processing; Tracking; Grid; Phantom-based Calibration; SPECT; Stereo Computation; board-based calibration;
Conference_Titel :
Image and Graphics, 2007. ICIG 2007. Fourth International Conference on
Conference_Location :
Sichuan
Print_ISBN :
0-7695-2929-1
DOI :
10.1109/ICIG.2007.170