Presentations · 2026.09.16
Monitoring unexpected driving conditions and unstable detections
Detecting the Unexpected: Monitoring for Autonomous Driving
Overview
The poster describes a metadata input monitor using autoencoder/Gaussian-mixture analysis and a field monitor that tests detection stability under small image perturbations. Their signals provide complementary information about conditions where perception may become less reliable.
Publication and version information
One-page research poster in the materials for the 16 September 2026 IAA Transportation midterm event.