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.

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