DocumentCode
1873302
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
fYear
2008
fDate
12-15 Oct. 2008
Firstpage
2236
Lastpage
2239
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
Conference_Location
San Diego, CA
ISSN
1522-4880
Print_ISBN
978-1-4244-1765-0
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2008.4712235
Filename
4712235
Link To Document