SRPR-Net: Semantic and Relational Prompt Refinement for Automated SAM-based Instance Segmentation
A novel architecture, named Semantic Relational Prompt Refinement Network (SRPR-Net), is proposed, for automated SAM-based instance segmentation, where a sequential prompt refinement mechanism is introduced to enrich detector geometry with visual-language semantics and then incorporate same-image instance dependencies.