Research Article
Biologically Visual Perceptual Model and Discriminative Model for Road Markings Detection and Recognition
Table 4
Classifier training time of hybrid model and discriminative models.
| Method | Number of training samples | Training time | Feature + classifier |
| Haar + AdaBoost [19] | 200 | 1 h | 1000 | 6 h | HOG + SVM | 500 | 782.6 ms | MBLBP + SVM | 500 | 752.9 ms | MBLBP-HOG + SVM | 500 | 963.9 ms | Hybrid model | | | AdaBoost | 500 | 8.3 s | SVM | 500 | 451.4 ms |
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