Table 5 Parameters of HOG + Color detectors
HOG parameters | HOG values | Color parameters | Color values |
|---|---|---|---|
Linear gradient | [−1; 0; +1] | Color Channel | Hue and Saturation |
Voting orientation | 8 orientations in 0–180 ° | Number of Bins | 6 for each |
Normalization method | L2 Normalization blocks | Normalization Method | L2 Normalization blocks |
Number of cells | 4 | Number of cells | 4 |
Number of pixels | 8 × 8 | Number of Pixels | 8 × 8 |
Classifier | Linear SVM Classifiers with C = 1 | ||