DocumentCode :
3187976
Title :
The use of the focus of expansion for automated steering of flexible endoscopes
Author :
van der Stap, N. ; Reilink, R. ; Misra, S. ; Broeders, I.A.M.J. ; van der Heijden, F.
Author_Institution :
Robot. & Minimally Invasive Surg. Group, Univ. of Twente, Enschede, Netherlands
fYear :
2012
fDate :
24-27 June 2012
Firstpage :
13
Lastpage :
18
Abstract :
Colon cancer screening remains a time-consuming and expensive clinical process. Automating flexible endoscopy has the potential to increase screening efficiency. In this research the images captured by the camera at the endoscope tip are used to find the heading direction of the endoscope. Comparing the current heading direction to the desired target direction in a computer algorithm is expected to allow automated steering of the endoscope. Heading direction determination is achieved using an estimation of the focus of expansion (FOE) from the optical flow field. The resulting heading direction is compared to results obtained manually by several human observers. From our experiments it becomes clear that the FOE can be used as a reliable estimator for heading direction in human colonoscopy images. Additionally, the automated results have an intraclass correlation of 89% with the manual results, demonstrating that the algorithm works as expected. It is anticipated that the final steering algorithm can be used in a variety of motorized flexible endoscope applications.
Keywords :
cancer; endoscopes; image sequences; medical image processing; FOE estimation; clinical process; colon cancer screening; computer algorithm; endoscope heading direction; flexible endoscope steering automation; focus of expansion estimation; heading direction determination; human colonoscopy images; motorized flexible endoscope applications; optical flow field; screening efficiency; Cameras; Colonoscopy; Endoscopes; Estimation; Feature extraction; Humans; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Robotics and Biomechatronics (BioRob), 2012 4th IEEE RAS & EMBS International Conference on
Conference_Location :
Rome
ISSN :
2155-1774
Print_ISBN :
978-1-4577-1199-2
Type :
conf
DOI :
10.1109/BioRob.2012.6290804
Filename :
6290804
Link To Document :
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