DocumentCode
2860142
Title
Visual stabilization of beating heart motion by model-based transformation of image sequences
Author
Bogatyrenko, E. ; Hanebeck, U.D.
Author_Institution
Intell. Sensor-Actuator-Syst. Lab. (ISAS), Karlsruhe Inst. of Technol. (KIT), Karlsruhe, Germany
fYear
2011
fDate
June 29 2011-July 1 2011
Firstpage
5432
Lastpage
5437
Abstract
In order to assist a surgeon while operating on a beating heart, visual stabilization makes the beating heart appear still by providing the current heart view as stationary and non-moving. In this way, the surgeon is not disturbed during an operation by the motion of the heart and has the impression of performing conventional surgery. In contrast to existing methods for visual stabilization, the proposed approach involves a model-based transformation of image sequences provided by a camera system. This transformation incorporates the knowledge of physical characteristics of the heart in form of a mathematical model of the heart surface. The main advantage of this transformation is that the uncertainties of the model and measurements are considered. This occurs by estimating the parameters of the transformation. Furthermore, the quality of the visual stabilization is additionally improved by adapting the parameters of the underlying physical model. The performance of the proposed approach is evaluated in an experiment with a pressure-regulated artificial heart. In comparison to standard approaches, it provides superior results illustrating the high quality of the visual stabilization.
Keywords
cardiology; image motion analysis; image sequences; medical image processing; surgery; beating heart motion; camera system; conventional surgery; image sequences; model-based transformation; pressure-regulated artificial heart; visual stabilization; Cameras; Current measurement; Heart; Mathematical model; Surgery; Uncertainty; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2011
Conference_Location
San Francisco, CA
ISSN
0743-1619
Print_ISBN
978-1-4577-0080-4
Type
conf
DOI
10.1109/ACC.2011.5991586
Filename
5991586
Link To Document