Generalize Polyp Segmentation via Inpainting across Diverse Backgrounds
and Pseudo-Mask Refinement
Generalize Polyp Segmentation via Inpainting across Diverse Backgrounds
and Pseudo-Mask Refinement
Inpainting lesions within different normal backgrounds is a potential method of addressing the generalization problem, which is crucial for polyp segmentation models. However, seamlessly introducing polyps into complex endoscopic environments while simultaneously generating accurate pseudo-masks remains a challenge for current inpainting methods. To address these issues, we first leverage the …