Self-calibration of a biplane X-ray imaging system for an optimal three dimensional reconstruction

被引:32
作者
Cheriet, F [1 ]
Meunier, J [1 ]
机构
[1] Univ Montreal, Dept Informat & Rech Operat, Montreal, PQ H3C 3J7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
self-calibration; three dimensional reconstruction; stereovison; angiography; biplane X-ray imaging system;
D O I
10.1016/S0895-6111(99)00006-3
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The purpose of this paper is to elaborate a three dimensional (3D) reconstruction method, using biplane X-ray angiograms acquired daily by the clinician, without any special calibration procedure during the X-ray examination. The absolute geometry of the X-ray imaging system is determined by an iterative procedure based on the minimization of the mean square distance between observed and analytical projections of a set of reference points identified by the clinician on the simultaneous pair of images. Once the geometry of the imaging system is found the 3D structure of interest is retrieved from classical methods of binocular stereovision. This 3D information is a prerequisite for an accurate evaluation of the degree of severity of a vascular structure or motion anomaly and therefore, for establishing an appropriate diagnosis. The proposed 3D reconstruction method is validated on synthetic and real data and is shown to perform robustly and accurately in the presence of noise. The method should be particularly useful in clinical applications as it needs very little intervention from the clinician. (C) 1999 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:133 / 141
页数:9
相关论文
共 19 条
[1]   Improved determination of biplane imaging geometry from two projection images and its application to three-dimensional reconstruction of coronary arterial trees [J].
Chen, SYJ ;
Metz, CE .
MEDICAL PHYSICS, 1997, 24 (05) :633-654
[2]  
CHERIET F, 1996, THESIS U MONTREAL
[3]  
CHERIET F, 1995, VISION INTERFACE 95, P1
[4]  
FAUGERAS OD, 1992, LECTURE NOTES COMPUT, V588, P563
[5]   PROPAGATION AND REDUCTION OF ERROR IN 3-DIMENSIONAL STRUCTURE DETERMINED FROM BIPLANE VIEWS OF UNKNOWN ORIENTATION [J].
FENCIL, LE ;
METZ, CE .
MEDICAL PHYSICS, 1990, 17 (06) :951-961
[6]   A KNOWLEDGE-BASED APPROACH FOR 3-D RECONSTRUCTION AND LABELING OF VASCULAR NETWORKS FROM BIPLANE ANGIOGRAPHIC PROJECTIONS [J].
GARREAU, M ;
COATRIEUX, JL ;
COLLOREC, R ;
CHARDENON, C .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1991, 10 (02) :122-131
[7]   POSE ESTIMATION FROM CORRESPONDING POINT DATA [J].
HARALICK, RM ;
JOO, H ;
LEE, CN ;
ZHUANG, XH ;
VAIDYA, VG ;
KIM, MB .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1989, 19 (06) :1426-1446
[8]   Self-calibration of stationary cameras [J].
Hartley, RI .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1997, 22 (01) :5-23
[9]   Self-calibration of a moving camera from point correspondences and fundamental matrices [J].
Luong, QT ;
Faugeras, OD .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1997, 22 (03) :261-289
[10]   AN ALGORITHM FOR LEAST-SQUARES ESTIMATION OF NONLINEAR PARAMETERS [J].
MARQUARDT, DW .
JOURNAL OF THE SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS, 1963, 11 (02) :431-441