A Deep Metric for Multimodal Registration

  title={A Deep Metric for Multimodal Registration},
  author={Martin Simonovsky and Benjam{\'i}n Guti{\'e}rrez-Becker and Diana Mateus and Nassir Navab and Nikos Komodakis},
Multimodal registration is a challenging problem due the high variability of tissue appearance under different imaging modalities. The crucial component here is the choice of the right similarity measure. We make a step towards a general learning-based solution that can be adapted to specific situations and present a metric based on a convolutional neural… CONTINUE READING