DocumentCode :
663870
Title :
Gaze contingent cartesian control of a robotic arm for laparoscopic surgery
Author :
Fujii, Kenichi ; Salerno, Antonino ; Sriskandarajah, Kumuthan ; Ka-Wai Kwok ; Shetty, Kunal ; Guang-Zhong Yang
Author_Institution :
Hamlyn Centre for Robotic Surg., Imperial Coll. London, London, UK
fYear :
2013
fDate :
3-7 Nov. 2013
Firstpage :
3582
Lastpage :
3589
Abstract :
This paper introduces a gaze contingent controlled robotic arm for laparoscopic surgery, based on gaze gestures. The method offers a natural and seamless communication channel between the surgeon and the robotic laparoscope. It offers several advantages in terms of reducing on-screen clutter and efficiently conveying visual intention. The proposed hands-free system enables the surgeon to be part of the robot control feedback loop, allowing user-friendly camera panning and zooming. The proposed platform avoids the limitations of using dwell-time camera control in previous gaze contingent camera control methods. The system represents a true hands-free setup without the need of obtrusive sensors mounted on the surgeon or the use of a foot pedal. Hidden Markov Models (HMMs) were used for real-time gaze gesture recognition. This method was evaluated with a cohort of 11 subjects by using the proposed system to complete a modified upper gastrointestinal staging laparoscopy and biopsy task on a phantom box trainer, with results demonstrating the potential clinical value of the proposed system.
Keywords :
feedback; gaze tracking; gesture recognition; hidden Markov models; human-robot interaction; medical robotics; surgery; HMM; biopsy task; dwell-time camera control; gaze contingent Cartesian control; gaze contingent camera control; gaze gestures; hands-free system; hidden Markov model; laparoscopic surgery; onscreen clutter; phantom box trainer; real-time gaze gesture recognition; robot control feedback loop; robotic arm; robotic laparoscope; seamless communication channel; upper gastrointestinal staging laparoscopy; user-friendly camera panning; zooming; Cameras; Hidden Markov models; Laparoscopes; Robot vision systems; Surgery; Training;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems (IROS), 2013 IEEE/RSJ International Conference on
Conference_Location :
Tokyo
ISSN :
2153-0858
Type :
conf
DOI :
10.1109/IROS.2013.6696867
Filename :
6696867
Link To Document :
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