Title :
Registration of orthogonal MR images
Author :
Chang, Cheng-Ning ; Axel, Leon ; Kraitchman, Dara L. ; Bloomgarden, Daniel C.
Author_Institution :
Pennsylvania Univ., Philadelphia, PA, USA
Abstract :
Analyses of heart wall motion, cavity volumes and myocardial mass in 3D are essential for understanding global function of the heart. One method for obtaining this information is to acquire two orthogonal series of 2D magnetic resonance (MR) images and reconstruct back to 3D using finite element analysis. Misregistration between the two series can occur due to patient motion. We have developed a program to register orthogonal series. For matching of two series, one series is fixed while the other one can be shifted and rotated with respect to the fired series. The matching process can be done manually or automatically. The manual matching is mouse driven and result is displayed in real time. The automatic method is based on minimizing the mean squared distance between the intersecting points of the contours of the moving series at the imaging plane of the fixed series and the contours of the fixed series. Results of validation tests show good registration for phantom and ex vivo data. The algorithm is also immune to small amount of noise in contours (<15%)
Keywords :
biomedical NMR; cardiology; finite element analysis; image reconstruction; image registration; medical image processing; 2D magnetic resonance MR images; 3D; automatic matching; cavity volumes; contours; ex vivo data; finite element analysis; fired series; fixed series; global function; heart; heart wall motion; imaging plane; manual matching; mean squared distance; myocardial mass; noise; orthogonal MR image registration; orthogonal series; patient motion; real time; validation tests; Finite element methods; Heart; Image analysis; Image motion analysis; Image reconstruction; Information analysis; Magnetic analysis; Magnetic resonance; Motion analysis; Myocardium;
Conference_Titel :
Computers in Cardiology 1995
Conference_Location :
Vienna
Print_ISBN :
0-7803-3053-6
DOI :
10.1109/CIC.1995.482562