Jun-Wei Hsieh

Scale-Aware Crowd Counting Network With Annotation Error Modeling

2025 · IEEE Transactions on Image Processing

Traditional crowd-counting networks suffer from information loss when feature maps are reduced by pooling layers, leading to inaccuracies in counting crowds at a distance. Existing methods often assume correct annotations during training, disregarding the impact …