Title :
Evaluation of myocardial strain using bandpass optical flow. Comparison to harmonic phase analysis
Author :
Hassanein, Azza S. ; Khalifa, Ayman M. ; Ibrahim, El-Sayed
Author_Institution :
Dept. of Biomed. Eng., Helwan Univ., Cairo, Egypt
Abstract :
Magnetic resonance imaging (MRI) is a noninvasive imaging modality for providing information about the myocardial function, viability, and morphology. One of the most common MRI techniques is myocardial tagging, based on which deformation of the myocardium can be quantified. Different measures of regional cardiac function, e.g. strain, can thus be calculated to provide information about wall motion abnormality. In this paper, we investigate the performance of the band-pass optical flow (BPOF) method for measuring myocardial strain and compare the results to the commonly used harmonic phase (HARP) method. The results show that BPOF provides accurate strain estimates and surpasses HARP at the myocardial boundaries.
Keywords :
biomechanics; biomedical MRI; cardiology; deformation; image sequences; medical image processing; muscle; BPOF; HARP; MRI; bandpass optical flow; deformation; harmonic phase analysis; magnetic resonance imaging; myocardial function; myocardial morphology; myocardial strain; myocardial tagging; myocardial viability; myocardium; noninvasive imaging modality; regional cardiac function; wall motion abnormality; Computer vision; Heart; Magnetic resonance imaging; Mathematical model; Myocardium; Strain; Tagging; Band-pass optical flow; Cardiac MRI; HARP; tagging;
Conference_Titel :
Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on
Conference_Location :
New York, NY
DOI :
10.1109/ISBI.2015.7164117