DocumentCode :
173857
Title :
An augmented reality approach to surgical telementoring
Author :
Loescher, Timo ; Shih Yu Lee ; Wachs, Juan P.
Author_Institution :
Sch. of Ind. Eng., Purdue Univ., West Lafayette, IN, USA
fYear :
2014
fDate :
5-8 Oct. 2014
Firstpage :
2341
Lastpage :
2346
Abstract :
Optimal surgery and trauma treatment integrates different surgical skills frequently unavailable in rural/field hospitals. Telementoring can provide the missing expertise, but current systems require the trainee to focus on a nearby telestrator, fail to illustrate coming surgical steps, and give the mentor an incomplete picture of the ongoing surgery. A new telementoring system is presented that utilizes augmented reality to enhance the sense of co-presence. The system allows a mentor to add annotations to be displayed for a mentee during surgery. The annotations are displayed on a tablet held between the mentee and the surgical site as a heads-up display. As it moves, the system uses computer vision algorithms to track and align the annotations with the surgical region. Tracking is achieved through feature matching. To assess its performance, comparisons are made between SURF and SIFT detector, brute force and FLANN matchers, and hessian blob thresholds. The results show that the combination of a FLANN matcher and a SURF detector with a 1500 hessian threshold can optimize this system across scenarios of tablet movement and occlusion.
Keywords :
augmented reality; feature extraction; head-up displays; image matching; patient treatment; surgery; telemedicine; FLANN matchers; SIFT detector; SURF detector; augmented reality approach; computer vision algorithms; feature matching; heads-up display; hessian blob thresholds; occlusion; optimal surgery treatment; rural-field hospitals; surgical site; surgical skills; surgical telementoring; tablet movement; telementoring system; telestrator; trauma treatment; Accuracy; Augmented reality; Context; Detectors; Feature extraction; Surgery; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
Type :
conf
DOI :
10.1109/SMC.2014.6974276
Filename :
6974276
Link To Document :
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