Calibrated and Resource-Aware Super-Resolution for Reliable Driver Behavior Analysis

Ibne Farabi Shihab, Weiheng Chai, Jiyang Wang +3

Driver monitoring systems require not just high accuracy but reliable, well-calibrated confidence scores for safety-critical deployment. While direct low-resolution training yields…