1 April 2016 Image-based temporal alignment of echocardiographic sequences
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Proceedings Volume 9790, Medical Imaging 2016: Ultrasonic Imaging and Tomography; 97901G (2016); doi: 10.1117/12.2216192
Event: SPIE Medical Imaging, 2016, San Diego, California, United States
Abstract
Temporal alignment of echocardiographic sequences enables fair comparisons of multiple cardiac sequences by showing corresponding frames at given time points in the cardiac cycle. It is also essential for spatial registration of echo volumes where several acquisitions are combined for enhancement of image quality or forming larger field of view. In this study, three different image-based temporal alignment methods were investigated. First, a method based on dynamic time warping (DTW). Second, a spline-based method that optimized the similarity between temporal characteristic curves of the cardiac cycle using 1D cubic B-spline interpolation. Third, a method based on the spline-based method with piecewise modification. These methods were tested on in-vivo data sets of 19 echo sequences. For each sequence, the mitral valve opening (MVO) time was manually annotated. The results showed that the average MVO timing error for all methods are well under the time resolution of the sequences.
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Adriyana Danudibroto, Jørn Bersvendsen, Oana Mirea, Olivier Gerard, Jan D'hooge, Eigil Samset, "Image-based temporal alignment of echocardiographic sequences", Proc. SPIE 9790, Medical Imaging 2016: Ultrasonic Imaging and Tomography, 97901G (1 April 2016); doi: 10.1117/12.2216192; http://dx.doi.org/10.1117/12.2216192
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KEYWORDS
Error analysis

Image registration

3D image processing

Video

Cardiovascular magnetic resonance imaging

Electroluminescent displays

Heart

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