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Title:

Simultaneous Registration of Multiple Images: Similarity Metrics and Efficient Optimization

Document type:
Zeitschriftenaufsatz
Author(s):
Wachinger, C.; Navab, N.
Abstract:
We address the alignment of a group of images with simultaneous registration. Therefore, we provide further insights into a recently introduced framework for multivariate similarity measures, referred to as accumulated pair-wise estimates (APE), and derive efficient optimization methods for it. More specifically, we show a strict mathematical deduction of APE from a maximum-likelihood framework and establish a connection to the congealing framework. This is only possible after an extension of th...     »
Keywords:
2012,MedicalImaging,CAMP,Ultrasound
Journal title:
IEEE Transactions on Pattern Analysis and Maschine Intelligence (TPAMI)
Year:
2012
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