Title :
Combination of MR surface coil images using weighted constrained least squares
Author :
Babacan, S. Derin ; Yin, Xiaoming ; Larson, Andrew C. ; Katsaggelos, Aggelos K.
Author_Institution :
EECS Dept., Northwestern Univ., Evanston, IL
Abstract :
For most MR imaging applications multiple surface coils are used to obtain images with high signal-to-noise ratios (SNR). However, signal intensity strongly diminishes with distance. Although there are a number of approaches to combine the surface coil images to obtain a high SNR and bias-free image, most of them are developed in an ad hoc manner and lack a systematic treatment. In this work we propose a new approach, an iterative weighted constrained least squares (WCLS) restoration method, for combining surface coil images. The algorithm is fully automated and outperforms approaches which appeared in the literature.
Keywords :
biomedical MRI; image sequences; least squares approximations; medical image processing; access networks; congestion losses; cross-layer loss information; cross-layer solution; datagram congestion control protocol; medium access layer; video streaming; wireless DCCP; wireless losses; wireless networks; wireless packet loss information; Coils; Image restoration; Iterative algorithms; Least squares methods; Magnetic resonance imaging; Nuclear magnetic resonance; Parameter estimation; Phased arrays; Signal to noise ratio; Surface treatment; Image restoration; Least squares methods; Magnetic resonance imaging; parameter estimation;
Conference_Titel :
Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-1765-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2008.4712235