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Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction.

Daniele RavìAgnieszka Barbara SzczotkaDzhoshkun Ismail ShakirStephen P PereiraTom Vercauteren
Published in: International journal of computer assisted radiology and surgery (2018)
The proposed training strategy and associated DNNs allows us to perform convincing super-resolution of pCLE images.
Keyphrases
  • deep learning
  • convolutional neural network
  • artificial intelligence
  • virtual reality
  • machine learning
  • optical coherence tomography