Motion estimation by phase shift and deformable mesh applied to tagged MRI cardiac sequences

被引:0
|
作者
Basarab, Adrian [1 ]
Clarysse, Patrick [2 ]
Arts, Theo [3 ]
Cachard, Christian [2 ]
Croisille, Pierre [2 ,4 ]
Delachartre, Philippe [2 ]
机构
[1] Univ Toulouse, IRIT UMR CNRS 5505, F-31062 Toulouse 9, France
[2] Univ Lyon 1, CREATIS, UMR CNRS 5220, INSERM U1044,INSA Lyon, F-69622 Villeurbanne, France
[3] Maastricht Univ, Cardiovasc Res Inst Maastricht, Dept Biomed Engn, Maastricht, Netherlands
[4] Hop Cardiovasc & Pneumol Louis Pradel, F-69500 Bron, France
关键词
motion estimation; trajectory; phase; multidimensional analytic signal; tagged MRI; cardiac imaging; MYOCARDIAL-FUNCTION; DISPLACEMENT; SIGNALS;
D O I
10.3166/TS.28.643-663
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a phase based motion estimation method is presented. We also introduce a motion trajectory estimation technique. Our method is applied to cardiac motion estimation using MRI tagged image sequences. We show that our method provides roughly 15% less error than a recent motion estimation method proposed in the literature. Moreover, the estimated motion trajectories could be a good indicator of cardiac diseases.
引用
收藏
页码:643 / 663
页数:21
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