MPG-Net: Multi-Prediction Guided Network for Segmentation of Retinal Layers in OCT Images

  title={MPG-Net: Multi-Prediction Guided Network for Segmentation of Retinal Layers in OCT Images},
  author={Zeyu Fu and Yang Sun and X. Zhang and Scott Stainton and Shaun Barney and J. Hogg and William Innes and S. Dlay},
  journal={2020 28th European Signal Processing Conference (EUSIPCO)},
  • Zeyu Fu, Yang Sun, +5 authors S. Dlay
  • Published 2021
  • Computer Science, Engineering
  • 2020 28th European Signal Processing Conference (EUSIPCO)
  • Optical coherence tomography (OCT) is a commonly-used method of extracting high resolution retinal information. Moreover there is an increasing demand for the automated retinal layer segmentation which facilitates the retinal disease diagnosis. In this paper, we propose a novel multi-prediction guided attention network (MPG-Net) for automated retinal layer segmentation in OCT images. The proposed method consists of two major steps to strengthen the discriminative power of a U-shape Fully… CONTINUE READING

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