Variational myocardial tracking from cine-MRI with non-linear regularization: validation of radial displacements vs. tagged-MRI

  • Authors:
  • Viateur Tuyisenge;Adélaïde Albouy-Kissi;Laurent Sarry

  • Affiliations:
  • ISIT UMR 6284 UdA-CNRS, Clermont Université, Université d' Auvergne, Clermont-Ferrand, France;ISIT UMR 6284 UdA-CNRS, Clermont Université, Université d' Auvergne, Clermont-Ferrand, France;ISIT UMR 6284 UdA-CNRS, Clermont Université, Université d' Auvergne, Clermont-Ferrand, France

  • Venue:
  • FIMH'13 Proceedings of the 7th international conference on Functional Imaging and Modeling of the Heart
  • Year:
  • 2013

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Abstract

We present a new motion estimation approach for cardiac Magnetic Resonance Imaging (Cine-MRI) data from variational framework. The improved performance of this variational approach has been achieved by designing a new regularization term that properly handles motion discontinuities. This approach was applied to both synthetic and real data. The quantitative evaluation revealed that the results of proposed method on cine-MRI correlates with the results given by inTag, reference approach on tagged-MRI.