Instance Awareness of Multi-class Semantic Segmentation Loss Functions

Soumya Snigdha Kundu, Florian Kofler, Marina Ivory +3

Instance-sensitive losses for semantic segmentation such as blob loss and CC loss were designed to address instance imbalance, ensuring small lesions generate the same gradient as…