Research Article
AI-Based W-Band Suspicious Object Detection System for Moving Persons: Two-Stage Walkthrough Configuration and Recognition Optimization
Table 5
An example of precision for two-stage screening (
).
| Objects | 1st screening | 2nd screening | Total PT | Detection result | P1 | Classification result | P2 |
| Knives | Metal detection | 40% | Knives | 76.5% | 85.9% | Guns | Guns | 81.0% | 88.6% | Smartphones | Smartphones | 66.7% | 80.0% | Nonpossession | No metal | 40% | Nonpossession | 100.0% | 100.0% | Average | 40% | 81.1% | 88.6% |
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