FTRAC - A robust fluoroscope tracking fiducial

被引:62
作者
Jain, AK [1 ]
Mustafa, T
Zhou, Y
Burdette, C
Chirikjian, GS
Fichtinger, G
机构
[1] Johns Hopkins Univ, Dept Comp Sci, Baltimore, MD 21218 USA
[2] Johns Hopkins Univ, Dept Mech Engn, Baltimore, MD 21218 USA
[3] SUNY Stony Brook, Dept Mech Engn, Stony Brook, NY 11794 USA
[4] Accoust Medsyst Inc, Champaign, IL 61822 USA
[5] Johns Hopkins Univ, Dept Comp Sci Mech Engn Radiol, Baltimore, MD 21218 USA
关键词
C-arm; fluoroscopy; tracking; reconstruction; registration; prostate brachytherapy;
D O I
10.1118/1.2047782
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
C-arm fluoroscopy is ubiquitous in contemporary surgery, but it lacks the ability to accurately reconstruct three-dimensional (3D) information. A major obstacle in fluoroscopic reconstruction is discerning the pose of the x-ray image, in 3D space. Optical/magnetic trackers tend to be prohibitively expensive, intrusive and cumbersome in many applications. We present single-image-based fluoroscope tracking (FTRAC) with the use of an external radiographic fiducial consisting of a mathematically optimized set of ellipses, lines, and points. This is an improvement over contemporary fiducials, which use only points. The fiducial encodes six degrees of freedom in a single image by creating a unique view from any direction. A nonlinear optimizer can rapidly compute the pose of the fiducial using this image. The current embodiment has salient attributes: small dimensions (3 X 3 X 5 cm); need not be close to the anatomy of interest; and accurately segmentable. We tested the fiducial and the pose recovery method on synthetic data and also experimentally on a precisely machined mechanical phantom. Pose recovery in phantom experiments had an accuracy of 0.56 mm in translation and 0.33 degrees in orientation. Object reconstruction had a mean error of 0.53 mm with 0.16 mm STD. The method offers accuracies similar to commercial tracking systems, and appears to be sufficiently robust for intraoperative quantitative C-arm fluoroscopy. Simulation experiments indicate that the size can be further reduced to 1 X 1 X 2 cm, with only a marginal drop in accuracy. (c) 2005 American Association of Physicists in Medicine.
引用
收藏
页码:3185 / 3198
页数:14
相关论文
共 53 条
[1]  
ANSAR A, 2002, ECCV02
[2]   Guide-wire tracking during endovascular interventions [J].
Baert, SAM ;
Viergever, MA ;
Niessen, WJ .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2003, 22 (08) :965-972
[3]   Improvement of transperineal implant dosimetry by intraoperative cystoscopic confirmation of prostate anatomy [J].
Baird, MC ;
Holt, RW ;
Selby, TL .
JOURNAL OF UROLOGY, 2000, 164 (02) :406-410
[4]  
Brack C, 1996, INT CONGR SER, V1124, P721
[5]  
Can A, 1999, IEEE Trans Inf Technol Biomed, V3, P125, DOI 10.1109/4233.767088
[6]   3D object recognition and pose with relational indexing [J].
Costa, MS .
COMPUTER VISION AND IMAGE UNDERSTANDING, 2000, 79 (03) :364-407
[7]   MODEL-BASED OBJECT POSE IN 25 LINES OF CODE [J].
DEMENTHON, DF ;
DAVIS, LS .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1995, 15 (1-2) :123-141
[8]  
DHOME M, 1990, ECCV 90, P475
[9]  
EBERLY D, 2002, DISTANCE POINT ELLIP
[10]  
EYKE JC, 2002, COMPUTER ASSISTED VI, P53