Research Article
An Efficient License Plate Detection Approach Using Lightweight Deep Convolutional Neural Networks
Table 5
Detection results on the PKU vehicle dataset.
| Method | Detection ratio (%) | Inference time (ms) | G1 | G2 | G3 | G4 | G5 |
| Zhou et al. [5] | 95.43 | 97.85 | 94.21 | 81.23 | 82.37 | 475 | Li et al. [6] | 98.89 | 98.42 | 95.83 | 81.17 | 83.31 | 672 | Yuan et al. [7] | 98.76 | 98.42 | 97.72 | 96.23 | 97.32 | 42 | Li et al. [8] | 99.88 | 99.71 | 99.46 | 99.83 | 98.68 | 283 | Nguyen [9] | 99.88 | 99.86 | 99.73 | 99.83 | 99.41 | 420 | Proposed method | 99.38 | 99.71 | 99.73 | 99.65 | 98.68 | 72 |
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