A model with a fully fine-tuned DINOv3 backbone and auxiliary vein heads performs amodal leaf reconstruction without any visible-mask input, reaching 95.0% Dice on synthetic fossils and top occluded mIoU on KINS.
AISFormer: Amodal instance segmentation with transformer,
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Foreseeing the Invisible: Amodal Reconstruction of Leaf Fossil Images
A model with a fully fine-tuned DINOv3 backbone and auxiliary vein heads performs amodal leaf reconstruction without any visible-mask input, reaching 95.0% Dice on synthetic fossils and top occluded mIoU on KINS.