Research Article
Multiperspective Light Field Reconstruction Method via Transfer Reinforcement Learning
Table 2
Detection rate evaluation report form for different algorithms in the vehicle dataset.
| Method | Airplane, average | Boat, average | Motorcycle, average | Car, average | Vehicle dataset, average | Standard deviation |
| RPN | 72.4 | 72.5 | 74.3 | 72.3 | 72.9 | 0.95 | Fast R-CNN | 74.4 | 74.7 | 74.8 | 71.7 | 73.9 | 1.48 | YOLO 9000 | 72.8 | 71.3 | 70.4 | 70 | 71.1 | 1.24 | SSD | 74.9 | 71.1 | 72.3 | 71.7 | 72.5 | 1.67 | R-CNN | 70.9 | 72.7 | 70.4 | 71 | 71.3 | 1 | Ours | 78.1 | 76.8 | 77.8 | 75 | 76.9 | 1.4 |
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VOC2012 vehicle dataset detected accuracy (%). Average: average recognition rate of five samples in each dataset.
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