Tubular Enhanced Geodesic Active Contours for continuum robot detection using 3D ultrasound

作者: Hongliang Ren , Pierre E. Dupont

DOI: 10.1109/ICRA.2012.6225033

关键词:

摘要: Three dimensional ultrasound is a promising imaging modality for minimally invasive robotic surgery. As the robots are typically metallic, they interact strongly with sound waves in ways that not modeled by system's signal processing algorithms. Consequently, produce substantial artifacts can make image guidance difficult, even experienced surgeons. This paper introduces new approach detecting curved continuum 3D images. The proposed combines geodesic active contours speed function based on enhancing “tubularity” of robot. In particular, it takes advantage known robot diameter along its length. It also fact surface facing probe provides most accurate image. method, termed Tubular Enhanced Geodesic Active Contours (TEGAC), demonstrated through ex vivo intracardiac experiments to offer superior performance compared conventional contours.

参考文章(15)
Jeffrey Stoll, Pierre Dupont, Passive Markers for Ultrasound Tracking of Surgical Instruments Lecture Notes in Computer Science. ,vol. 8, pp. 41- 48 ,(2005) , 10.1007/11566489_6
Mingyue Ding, H. Neale Cardinal, Weiguang Guan, Aaron Fenster, Automatic needle segmentation in 3D ultrasound images Medical Imaging 2002: Visualization, Image-Guided Procedures, and Display. ,vol. 4681, pp. 65- 76 ,(2002) , 10.1117/12.466907
Paul M. Novotny, Jeff A. Stoll, Nikolay V. Vasilyev, Pedro J. del Nido, Pierre E. Dupont, Todd E. Zickler, Robert D. Howe, GPU based real-time instrument tracking with three-dimensional ultrasound Medical Image Analysis. ,vol. 11, pp. 458- 464 ,(2007) , 10.1016/J.MEDIA.2007.06.009
S. Yagel, S. M. Cohen, I. Shapiro, D. V. Valsky, 3D and 4D ultrasound in fetal cardiac scanning: a new look at the fetal heart Ultrasound in Obstetrics & Gynecology. ,vol. 29, pp. 81- 95 ,(2007) , 10.1002/UOG.3912
Shelten G. Yuen, Daniel T. Kettler, Paul M. Novotny, Richard D. Plowes, Robert D. Howe, Robotic Motion Compensation for Beating Heart Intracardiac Surgery The International Journal of Robotics Research. ,vol. 28, pp. 1355- 1372 ,(2009) , 10.1177/0278364909104065
Emad M. Boctor, Michael A. Choti, Everette C. Burdette, Robert J. Webster III, Three-dimensional ultrasound-guided robotic needle placement: an experimental evaluation The International Journal of Medical Robotics and Computer Assisted Surgery. ,vol. 4, pp. 180- 191 ,(2008) , 10.1002/RCS.184
S. Lankton, A. Tannenbaum, Localizing Region-Based Active Contours IEEE Transactions on Image Processing. ,vol. 17, pp. 2029- 2039 ,(2008) , 10.1109/TIP.2008.2004611
Alejandro F. Frangi, Wiro J. Niessen, Koen L. Vincken, Max A. Viergever, Muliscale Vessel Enhancement Filtering medical image computing and computer assisted intervention. pp. 130- 137 ,(1998) , 10.1007/BFB0056195
P.E. Dupont, J. Lock, B. Itkowitz, E. Butler, Design and Control of Concentric-Tube Robots international conference on robotics and automation. ,vol. 26, pp. 209- 225 ,(2010) , 10.1109/TRO.2009.2035740