Liman Liu

Bidirectional Cross-Level Feature Interaction and Context-Aware Multi-Scale Attention for Crowd Counting

Crowd counting estimates the number and spatial distribution of people in images and videos, supporting smart city management and public safety. Existing methods often rely on intra-level feature refinement and simple cross-scale fusion, such as concatenation or addition, which limits interaction between fine-grained s...