Cross-Block Fine-Grained Semantic Cascade for Enhancing Skeleton-Based Sports Action Recognition

The proposed Cross-Block Fine-Grained Semantic Cascade (CFSC) module effectively captures and aggregates low-level fine-grained features from shallow blocks of the GCN backbone to improve the classification accuracy of sports actions.