• 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