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
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;
Conference_Titel :
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4244-1814-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2008.4649841