Local motion analysis in 4D lung CT using fast groupwise registration

Autor: Torbjorn Vik, Daniel Bystrov, Heinrich Schulz, Stefan Schmidt, Tobias Klinder
Rok vydání: 2009
Předmět:
Zdroj: ICIP
Popis: Automatic tools for the propagation of contours and surfaces in time series of CT images (4DCT) are necessary e.g. for dose calculation in radio-therapy-planning. The state of the art method is the registration of 3-D frames of the sequence on a static reference volume or the registration of consecutive volume pairs. Based on the computed vector fields, the contours and surfaces are then propagated through the entire 4-D series. However, the registrations frequently suffer from common image or gating artefacts in the time series. To overcome the problem, we propose a groupwise 4-D registration approach combined with a motion model to perform the registration of a sequence of images.
Databáze: OpenAIRE