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
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