Title :
Angle images for measuring heart motion from tagged MRI
Author :
Osman, Nael F. ; Prince, Jerry L.
Author_Institution :
Image Anal. and Commun. Lab., Johns Hopkins Univ., Baltimore, MD, USA
Abstract :
This paper introduces a new image processing technique for rapid analysis and visualization of tagged cardiac magnetic resonance (MR) images. The method is based on the use of isolated spectral peaks in SPAMM-tagged magnetic resonance images. The authors call the phase of an image corresponding to just one of these peaks an angle image, and show that except for a phase-wrapping artifact, an angle image is linearly related to a component of the three-dimensional motion. Using one or more angle images, the authors show how to synthesize conventional tag lines, reconstruct displacement fields for small motions, calculate the optical flow between successive temporal images, and calculate two-dimensional strain. The authors demonstrate the performance of this approach on both real and simulated tagged MR images
Keywords :
biomechanics; biomedical MRI; cardiology; image motion analysis; medical image processing; SPAMM-tagged magnetic resonance images; conventional tag lines synthesis; displacement fields reconstruction; heart motion measurement; image processing technique; image visualization; isolated spectral peaks; magnetic resonance imaging; medical diagnostic imaging; optical flow; phase-wrapping artifact; successive temporal images; tagged MRI; three-dimensional motion component; two-dimensional strain calculation; Goniometers; Heart; Image analysis; Image processing; Image reconstruction; Magnetic analysis; Magnetic resonance; Magnetic resonance imaging; Motion measurement; Visualization;
Conference_Titel :
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-8186-8821-1
DOI :
10.1109/ICIP.1998.723594