Research Article
Low-Rank and Sparse Based Deep-Fusion Convolutional Neural Network for Crowd Counting
Table 5
Performance of various network structures on Shanghaitech Part A dataset.
| Network | Part A dataset | MAE | MSE | MRE |
| One-column network | 179.7 | 252.9 | 67.7 | Three-column network | 110.2 | 173.2 | 37.9 | Alexnet_density | 125.1 | 185.4 | 41.6 | VGGnet_density | 128.5 | 189.6 | 43.5 | Deep-fusion | 97.9 | 145.1 | 29.5 |
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