Research Article
A Joint Learning Approach to Face Detection in Wavelet Compressed Domain
Table 2
The detection rates under different false detections of several different face detection systems.
| | Detection method | False detections | | 10 | 31 | 50 | 65 | 78 | 95 | 167 | 422 |
| | AdaBoost (compressed) | 56.1% | 62.5% | 63.9% | 65.9% | 66.5% | 67.9% | 70.9% | 75.9% | | Proposed method (compressed) | 79.8% | 85.2% | 87.3% | 88.1% | 88.5% | 89.2% | 90.9% | 93.3% | |
Viola and Jones [8] | 76.1% | 88.4% | 91.4% | 92.0% | 92.1% | 92.9% | 93.9% | 94.1% | | Viola and Jones (voting) [11] | 81.1% | 89.7% | 92.1% | 93.1% | 93.1% | 93.2% | 93.7% | — | | Rowley et al. [25] | 83.2% | 86.0% | — | — | — | 89.2% | 90.1% | 89.9% |
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