Title :
An Image-Guided Sinus Surgery System
Author :
Spinko, Vladimir ; Shi, Da-ming ; Ng, Wan Sing ; Hayfron-Acquah, James B.
Author_Institution :
Nanyang Technol. Univ., Singapore
Abstract :
In traditional image-guided sinus surgery, an endoscope tip is located via the tracking of markers mounted at the proximal visible end of the endoscope, however, any slight discrepancy in marker tracking is greatly magnified by the telescopic nature of the endoscope. To address this problem, two stages of tracking are proposed to achieve accuracies in this research. In preliminary tracking, traditional marker tracking is employed to estimate the rotation matrix, whereas in the stage of fine tracking, the translation matrix is calculated by tracking sequential endoscopic images. The proposed system can help a surgeon to navigate the instrument to the targeted site more accurately, hence, our approach can make a much safer surgery for patients.
Keywords :
image sequences; matrix algebra; medical image processing; object detection; surgery; tracking; image sequence technique; image-guided sinus surgery system; marker tracking; rotation matrix estimation; sequential endoscopic image tracking; translation matrix; Cameras; Cybernetics; Endoscopes; Machine learning; Materials science and technology; Navigation; Nose; Surgery; Surges; Target tracking; Image-guided surgery; Object tracking;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370134