Semi-Supervised Deep Metrics for Image Registration

4 Apr 2018Alireza SedghiJie LuoAlireza MehrtashSteve PieperClare M. TempanyTina KapurParvin MousaviWilliam M. Wells III

Deep metrics have been shown effective as similarity measures in multi-modal image registration; however, the metrics are currently constructed from aligned image pairs in the training data. In this paper, we propose a strategy for learning such metrics from roughly aligned training data... (read more)

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