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
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