Boundary refinement is the process of enhancing the precision of defined limits or edges within a particular domain, often crucial in image processing and machine learning for accurate segmentation. This concept emphasizes the importance of precisely distinguishing between different regions or categories to improve classification, detection, and analysis tasks.