Neeraj Battish

Modified Asymmetric Focal Loss for Fairness Improvement in Object Classification

2026 · IET Image Processing

ABSTRACT Class imbalance is a well‐recognized challenge in object classification, where dominant classes often bias the learning process, resulting in reduced accuracy and fairness issues for underrepresented categories. This problem is particularly critical in aerial …