Motion estimation of tagged cardiac magnetic resonance images using variational techniques
نویسندگان
چکیده
This work presents a new method for motion estimation of tagged cardiac magnetic resonance sequences based on variational techniques. The variational method has been improved by adding a new term in the optical flow equation that incorporates tracking points with high stability of phase. Results were obtained through simulated and real data, and were validated by manual tracking and with respect to a reference state-of-the-art method: harmonic phase imaging (HARP). The error, measured in pixels per frame, obtained with the proposed variational method is one order of magnitude smaller than the one achieved by the reference method, and it requires a lower computational cost.
منابع مشابه
Cardiac motion estimation using multi-scale feature points
Heart illnesses influence the functioning of the cardiac muscle and are the major causes of death in the world. Optic flow methods are essential tools to assess and quantify the contraction of the cardiac walls, but are hampered by the aperture problem. Harmonic phase (HARP) techniques measure the phase in magnetic resonance (MR) tagged images. Due to the regular geometry, patterns generated by...
متن کاملA robust and accurate center-frequency estimation (RACE) algorithm for improving motion estimation performance of SinMod on tagged cardiac MR images without known tagging parameters.
A robust and accurate center-frequency (CF) estimation (RACE) algorithm for improving the performance of the local sine-wave modeling (SinMod) method, which is a good motion estimation method for tagged cardiac magnetic resonance (MR) images, is proposed in this study. The RACE algorithm can automatically, effectively and efficiently produce a very appropriate CF estimate for the SinMod method,...
متن کاملA Variational Approach to Cardiac Motion Estimation Based on Covariant Derivatives and Multi-scale Helmholtz Decomposition
The investigation and quantification of cardiac motion is important for assessment of cardiac abnormalities and treatment effectiveness. Therefore we consider a new method to track cardiac motion from magnetic resonance (MR) tagged images. Tracking is achieved by following the spatial maxima in scale-space of the MR images over time. Reconstruction of the velocity field is then carried out by m...
متن کاملVariational Approach to Cardiac Motion Estimation for Small Animals in Tagged Magnetic Resonance Imaging
Monitoring cardiac motion in the stage of small animal study is very important in cardiac research. This paper presents a variational approach to estimating the heart motion of small animals imaged by magnetic resonance (MR) tagging. Small animals have much faster heart beats than human, so their cardiac sequences are temporally undersampled, leading to the aperture problem when reconstructing ...
متن کاملAssessment of myocardial function: a review of quantification methods and results using tagged MRI.
Tagged MRI provides a noninvasive way to assess the regional function of the heart. Clinical use of myocardial strain measurements from tagged MRI requires identifying new normative values. As for cardiac motion estimation, a variety of methods for quantifying myocardial deformations have been proposed in the image analysis and medical literature, based on heart geometry and continuum mechanics...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
دوره 34 6 شماره
صفحات -
تاریخ انتشار 2010