Title :
Surgical instrument recognition and calibration for optical tracking system
Author :
Sun, Bo ; Liu, Li ; Hu, Chao ; Meng, Max Q H
Author_Institution :
Shenzhen Institutes of Adv. Technol., Chinese Acad. of Sci., Shenzhen, China
Abstract :
Computer aided surgery (CAS) often involves the use of instrument, implants and other interactive device whose pose is tracked in real time so as to provide navigated positioning of the instrument to guide the surgeon carrying out the operation. The infrared tracking system has been proved to be a valuable alternative to tracking system based on other technologies, such as magnetic, acoustic, gyroscopic and mechanical due to its precision and robustness. Often, markers attached to instruments for infrared tracking system are spherical and therefore not distinguishable, making identification targets from the points cloud necessary. Owing to the wear, tear or damage of the instrument in service, the relative position between the work point and the markers on instruments will change, which makes the instrument calibration before the application obbligato. This paper presents the effective algorithms for detecting the targets from the reconstructed 3D point cloud and estimating the relative position of work point to markers placed on the instrument. Both of them are essential in the procedure of pose estimation of surgical instrument.
Keywords :
calibration; interactive devices; medical computing; object recognition; optical tracking; pose estimation; solid modelling; surgery; 3D point cloud reconstruction; computer aided surgery; infrared tracking system; instrument calibration; interactive device; navigated positioning system; optical tracking system; pose estimation; surgical instrument recognition; Calibration; Data models; Instruments; Mathematical model; Surgery; Target tracking; Three dimensional displays; Infrared cameras; Model fitting; Model-based optical tracking; Rigid body; Surgical instrument calibration;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2010 IEEE International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-9319-7
DOI :
10.1109/ROBIO.2010.5723530