CoordConv-Unet: Investigating CoordConv for Organ Segmentation

R. El Jurdi,C. Petitjean, P. Honeine,F. Abdallah

IRBM（2021）

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摘要

Proposed CoordConv-Unet model. In the top panel, the CoordConv layer consists in concatenating the x-layer and y-layer to the convolutional layer. CoordConv-Unet consists of replacing the first convolutional layer of each stage with the CoordConv layer.

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关键词

Medical image segmentation,Fully convolutional networks,Prior-based losses,CoordConv,MRI,CT

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