• DocumentCode
    2038454
  • Title

    Motion artifact correction of MRI via iterative inverse problem solving

  • Author

    Tseng, Yen Hao ; Hwang, Jenq Neng ; Yuan, Chun

  • Author_Institution
    Dept. of Electr. Eng., Washington Univ., Seattle, WA, USA
  • Volume
    1
  • fYear
    1994
  • fDate
    13-16 Nov 1994
  • Firstpage
    871
  • Abstract
    Motion of the subject during magnetic resonance scan produces artifacts in the reconstructed images, which appear as blurring and ghost repetitions of the moving structures for the 2-dimensional Fourier Transform imaging methods. Several mathematical techniques have been proposed to correct the motion artifacts. Those techniques usually assume some types of motion models such as translational motion, rotational motion or linear expansion. In reality, motion can be far more complex, thus those techniques can be applied only in very limited cases. We present a new iterative algorithm to correct the corrupted data. Our method can be generalized to any arbitrary motion. The computer simulations demonstrate that a significant amount of improvement in motion artifact correction is achieved using this algorithm
  • Keywords
    Fourier transforms; biomedical NMR; image reconstruction; inverse problems; iterative methods; medical image processing; motion estimation; 2-D Fourier Transform imaging methods; MRI; arbitrary motion; blurring; computer simulations; corrupted data correction; ghost repetitions; iterative inverse problem solving; linear expansion; magnetic resonance scan; mathematical techniques; motion artifact correction; motion models; moving structures; reconstructed images; rotational motion; translational motion; Computer simulation; Data acquisition; Encoding; Fourier transforms; Image reconstruction; Information processing; Inverse problems; Iterative algorithms; Magnetic resonance imaging; Problem-solving;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
  • Conference_Location
    Austin, TX
  • Print_ISBN
    0-8186-6952-7
  • Type

    conf

  • DOI
    10.1109/ICIP.1994.413439
  • Filename
    413439