Title :
Automatic filter design in HARP analysis of tagged magnetic resonance images
Author :
Marinelli, M. ; Positano, V. ; Osman, N.F. ; Recchia, F.A. ; Lombardi, M. ; Landini, L.
Author_Institution :
Scuola Superiore Sant´´Anna, Pisa
Abstract :
Harmonic phase (HARP) is an image processing technique of MR-tagged images in frequency domain developed to evaluate the regional tissue strain. The filtering stage is a key point in this method because all information about the deformation have to be included in the analysis. In this paper we develop an automatic method to define the filter parameters in order to minimize errors in the strain evaluation and to avoid operator related variability. A software model is built to investigate the error in strain estimation caused by filter parameters variability and to evaluate the developed method. The automatic technique models each spectral peak with a bidimensional Gaussian function and uses these information to create an optimal elliptic filter. We validated the automatic method on simulated data set. In real tagged MR images analysis, the method achieved the same performance as the manual analysis, considered the gold standard, eliminating the inter-operator variability.
Keywords :
biological tissues; biomedical MRI; cardiology; deformation; filtering theory; medical image processing; automatic filter design; bidimensional Gaussian function; cardiac deformation; harmonic phase; image processing; inter-operator variability; optimal elliptic filter; regional tissue strain; software model; strain estimation; tagged magnetic resonance images; Capacitive sensors; Computer errors; Image analysis; Image processing; Information filtering; Information filters; Magnetic analysis; Magnetic resonance; Magnetic separation; Power harmonic filters; Automatic filter; image processing; magnetic resonance tagging; software model; strain analysis;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-2002-5
Electronic_ISBN :
978-1-4244-2003-2
DOI :
10.1109/ISBI.2008.4541275