Adaptive Detector-Verifier Framework for Zero-Shot Polyp Detection in Open-World Settings

Shengkai Xu, Hsiang Lun Kao, Tianxiang Xu +9

Polyp detectors trained on clean datasets often underperform in real-world endoscopy, where illumination changes, motion blur, and occlusions degrade image quality. Existing approa…