2025
Density-aware and Depth-aware Visual Representation for Zero-Shot Object Counting
ICASSP 2025accepted
Previous methods often utilize CLIP semantic classifiers with class names for zero-shot object counting. However, they ignore crucial density and depth knowledge for counting tasks. Thus, we propose a density-aware and depth-aware prompt counting model, which captures density information via learnin…