LMS-Net unfolds a learned Mumford-Shah energy into a few-shot segmentation network, reporting mean Dice gains of 0.28 to 4.14 points over ADNet and RPT on three medical datasets.
Segnet: A deep con- volutional encoder-decoder architecture for image segmentation,
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LMS-Net: A Learned Mumford-Shah Network For Few-Shot Medical Image Segmentation
LMS-Net unfolds a learned Mumford-Shah energy into a few-shot segmentation network, reporting mean Dice gains of 0.28 to 4.14 points over ADNet and RPT on three medical datasets.