Research Article
Reinforced AdaBoost Learning for Object Detection with Local Pattern Representations
Table 2
Information of the trained classifiers for face detection at each of 5 stages.
| | Stage | | 1 | 2 | 3 | 4 | 5 |
| | Rounds | Proposed | 37 | 171 | 162 | 170 | 208 | | Conventional | 87 | 615 | 410 | 480 | 513 |
| | Pixels | Proposed | 20 | 40 | 80 | 160 | 207 | | Conventional | 20 | 40 | 80 | 160 | 320 |
| |
Dataset | Proposed | 1.00 × 105/1.50 × 105
(1.50 × 105) | 1.00 × 105/1.50 × 105
(4.63 × 105) | 1.00 × 105/1.50 × 105
(5.71 × 106) | 1.00 × 105/1.21 × 105
(3.13 × 108) | 1.00 × 105/0.32 × 105
(3.76 × 109) | | Conventional | 1.00 × 105/1.50 × 105
(1.50 × 105) | 1.00 × 105/1.50 × 105
(4.56 × 105) | 1.00 × 105/1.50 × 105
(5.36 × 106) | 1.00 × 105/1.29 × 105
(3.13 × 108) | 1.00 × 105/0.39 × 105
(3.76 × 109) |
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