DocumentCode :
2014810
Title :
Optical flow for tagged MR images
Author :
Prince, Jerry L. ; McVeigh, Elliot R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Johns Hopkins Univ., Baltimore, MD, USA
fYear :
1991
fDate :
14-17 Apr 1991
Firstpage :
2441
Abstract :
A method to reconstruct motion from sequences of tagged magnetic resonance (MR) images is presented. MR tagging is used to create a spatial pattern of varying magnetization so that objects which may otherwise have constant intensity are textured; this reduces the motion ambiguity associated with the aperture problem in computer vision. To account for the decay of the tag pattern, a new optical flow algorithm is developed and implemented. Velocity fields estimated using this algorithm are used to recursively update the implied motion reference map over time, thereby tracking the motion of individual particles. If a segmentation of the object is known at the time the tag pattern is created, then an object may be selectively tracked, using the estimated reference map to update the object´s position as time progresses. Results are shown for actual MR phantom data
Keywords :
biomedical NMR; picture processing; MR phantom data; magnetic resonance; motion reconstruction; optical flow algorithm; tagged MR images; velocity fields; whole-body scanner; Apertures; Computer vision; Image motion analysis; Image reconstruction; Magnetic resonance; Magnetization; Motion estimation; Particle tracking; Recursive estimation; Tagging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
Conference_Location :
Toronto, Ont.
ISSN :
1520-6149
Print_ISBN :
0-7803-0003-3
Type :
conf
DOI :
10.1109/ICASSP.1991.150894
Filename :
150894
Link To Document :
بازگشت