Optical Flow-based Interpolation of Temporal Image Sequences

Jan Ehrhardt, Dennis Säring, Heinz Handels

Abstract

Modern tomographic imaging devices enable the acquisition of temporal image sequences. In our project, we study cine MRI sequences of patients with myocardial infarction. Because the sequences are acquired with different temporal resolutions, a temporal interpolation is necessary to compare images at predefined phases of the cardiac cycle. This paper presents an interpolation method for temporal image sequences. We derive our interpolation scheme from the optical flow equation. The spatiotemporal velocity field between the images is determined using an optical flow based registration method. Here, an iterative algorithm is applied, using the spatial and temporal image derivatives and a spatiotemporal smoothing step. Afterwards, the calculated velocity field is used to generate an interpolated image at the desired time by averaging intensities between corresponding points. The behavior and capability of the algorithm is demonstrated by synthetic image examples. Furthermore, quantitative measures are calculated to compare this optical flow based interpolation method to linear interpolation and shape-based interpolation in 5 cine MRI data sets. Results indicate that the presented method outperforms both linear and shape-based interpolation significantly.

OriginalspracheEnglisch
TitelMedical Imaging 2006: Image Processing
Seitenumfang8
Band6144
Herausgeber (Verlag)SPIE
Erscheinungsdatum22.06.2006
Seiten61442K-1-61442K-8
Aufsatznummer61442K
ISBN (Print)978-081946423-1
DOIs
PublikationsstatusVeröffentlicht - 22.06.2006
VeranstaltungMedical Imaging 2006: Image Processing - San Diego, USA / Vereinigte Staaten
Dauer: 11.02.200616.02.2006
Konferenznummer: 67519

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