Research Article
Double Mask R-CNN for Pedestrian Detection in a Crowd
Table 3
Comparison of different detection networks.
| | Methods | MR (%) | AP50 (%) |
| | Baseline [30] | 55.94 | 85.60 | | Soft NMS [14, 16] | 60.05 | — | | Repulsion loss [9, 16] | 54.64 | — | | R2NMS [17] | 52.19 | 85.50 | | Joint-NMS [16] | 51.79 | — | | Adaptive NMS [15] | 49.73 | 84.71 | | Mask R-CNN [22] | 43.17 | 87.09 | | PedHunter [13] | 39.5 | — | | Double Mask R-CNN | 39.07 | 86.80 |
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