DocumentCode
3073891
Title
Measures for the evaluation of bias field removal procedures in MRI and the design of wavelets for suppression of RF inhomogeneities
Author
Karel, J.M.H. ; Fischer, K. ; Westra, R.L. ; Peeters, R.L.M.
Author_Institution
Department of Mathematics, Maastricht University. P.O. Box 616, 6200 MD, The Netherlands
fYear
2008
fDate
20-25 Aug. 2008
Firstpage
3028
Lastpage
3031
Abstract
RF inhomogeneities are illumination artifacts in MR images which manifest as a multiplicative bias field. To measure the quality of an MR image with respect to RF inhomogeneities, existing multi-valued criteria are in use. Here we propose a useful conversion of these multi-valued criteria into a single measure of quality which simplifies image quality evaluation and comparison. Next, to remove such a bias field, a novel wavelet based approach is employed, that extends a previous 1D wavelet design methodology to a 2D setting. This method is found to perform well on images with strong small details. The results for brain MR images are subject to improvement, however our results hint to a future scenario for improved image quality.
Keywords
Coils; Image converters; Image processing; Image quality; Image segmentation; Lighting; Magnetic field measurement; Magnetic fields; Magnetic resonance imaging; Radio frequency; Algorithms; Brain; Computer Simulation; Humans; Image Enhancement; Image Processing, Computer-Assisted; Magnetic Resonance Imaging; Models, Statistical; Phantoms, Imaging; Quality Control; Radio Waves; Subtraction Technique;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location
Vancouver, BC
ISSN
1557-170X
Print_ISBN
978-1-4244-1814-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2008.4649841
Filename
4649841
Link To Document