iMED-Lab / Choroid-segmentation

Boundary Enhancement Module

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Choroid_segmentation

Choroidal Layer Segmentation in OCT Images by A Boundary Enhancement Network

Overview



An overview of the proposed boundary enhancement framework for choroid segmentation. A novel BEM is incorporated into each encoder/decoder layer of the proposed framework. In addition, a pre-trained VGG network is utilized to calculate the specific boundary perceptual loss to improve the choroidal boundary segmentation with the guidance of the soft point map generated from ground truth.

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Boundary Enhancement Module


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Language:Python 79.5%Language:MATLAB 20.5%