Cross-head Supervision for Crowd Counting with Noisy Annotations

Mingliang Dai, Zhizhong Huang, Jiaqi Gao +2

Noisy annotations such as missing annotations and location shifts often exist in crowd counting datasets due to multi-scale head sizes, high occlusion, etc. These noisy annotations…