SIRA: Reasoning-Aware Surgical Instrument Segmentation via Query-Anchored Alignment

Zhibo Zhang, Qijie Wang, Zengqiang Yan

Surgical instrument segmentation (SIS) plays a critical role in robotic assistance and surgical workflow analysis. However, most existing SIS methods formulate segmentation as a ca…