Sun-Im Hong

Designing Reliability-Aware Mobile Driver Alerts From Cross-Model Perception Conflict

Mobile and in-vehicle interfaces increasingly surface automated-driving perception outputs to drivers, yet detector confidence scores alone provide a poor basis for deciding when a system should interrupt driver attention. This study proposes a reliability-aware alert model converting spatial disagreement among heterog...