Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection

18 Jun 2019Deepak Babu SamSkand Vishwanath PeriMukuntha N. S.Amogh KamathR. Venkatesh Babu

We introduce a detection framework for dense crowd counting and eliminate the need for the prevalent density regression paradigm. Typical counting models predict crowd density for an image as opposed to detecting every person... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Crowd Counting ShanghaiTech A LSC-CNN MAE 66.4 # 1
Crowd Counting ShanghaiTech B LSC-CNN MAE 8.1 # 1
Crowd Counting UCF CC 50 LSC-CNN MAE 225.6 # 1