From: Vehicle color classification using manifold learning methods from urban surveillance videos
Classifiers | DR methods | Rates (%) | Time (seconds) |
---|---|---|---|
1-NN | PCA | 75.36 (100) | 0.8141 |
PCA + LDA | 80.23 (5) | ||
PCA + LPP | 85.07 (60) | ||
PCA + NFLE | 85.84 (60) | ||
SVM | PCA | 78.34 (100) | 0.0176 |
PCA + LDA | 82.01 (5) | ||
PCA + LPP | 87.45 (30) | ||
PCA + NFLE | 88.67 (20) | ||
SRC | PCA | 79.71 (100) | 4.0561 |
PCA + LDA | 83.43 (5) | ||
PCA + LPP | 89.78 (70) | ||
PCA + NFLE | 90.51 (50) |