Image registration and fusion Sample Clauses

Image registration and fusion. Image registration is necessary where the same region of interest is captured with different sensors (i.e. multimodal) or at different imaging sessions (i.e. unimodal). In the context of the present project, accurate registration among different modalities is necessary to obtain a geometric alignment of heart structures visualized with different characteristics and different resolutions. The geometric alignment of 3D cardiac data sets of the same patient, will be obtained with dedicated registration algorithms. P1-CNR has a consolidate experience in registering unimodal (especially MRI) and multi-modal (MRI combined with SPECT and PET) imaging modalities. This approach will be extended to incorporate CT modality. An interesting point is the possibility to use CT as a “bridge” to register MR images with PET images acquired by a CT-PET scanner. A peculiarity of the present project is the involvement of dynamic, cardiac images with different time resolution among the cardiac cycle. Hence, the registration process should be applied not only in the spatial domain but in the time domain as well. A crucial aspect of image registration is the evaluation of the algorithms accuracy. Such task will be reached performing single and multimodal registration on phantoms created to be sensitive to a couple of imaging modalities. After the registration, images coming from different session/modalities can be fused in a unique graphical representation and displayed in an appropriate GUI, as described in task 7.1.4.
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