Detecting Mutual Natural Landmarks on MR and Camera Images

Ahmet Emin Yetkin, Andac Hamamci

Apr 11, 2018 MIDL 2018 Abstract Submission readers: everyone
  • Abstract: In this study, landmark detectors which are trained on head model obtained using magnetic resonance (MR) images are applied on the optical camera images of the same subject. The main challenge in this problem is due to the domain discrepancy between the training and application domains. Hourglass alike CNN are employed to improve the domain generalization of the trained detectors.
  • Author affiliation: Yeditepe University
  • Keywords: Registration, Landmark, MRI, Camera, Heatmap, Hourglass
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