Ui2i uses a CycleGAN-like model with U-Net generators, spectral normalization, and attention to preserve content, enabling cross-stain segmentation and unpaired separation of same-fluorophore biomarkers in microscopy images.
InstanSeg: an embedding-based instance segmentation algorithm optimized for accurate, efficient and portable cell segmentation, 2024
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Unpaired Image-to-Image Translation for Segmentation and Signal Unmixing
Ui2i uses a CycleGAN-like model with U-Net generators, spectral normalization, and attention to preserve content, enabling cross-stain segmentation and unpaired separation of same-fluorophore biomarkers in microscopy images.