works on
automated driving 1confidence thresholding 1image quality assessment 1normalizing flows 1object detection 1robustness 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CV2026

Image Quality Dependent Degradation for AI Systems

Yannick Kees, Elena Hoemann, Frank Köster +1

The paper proposes a method to estimate image quality using normalizing flows and adjust object detection confidence thresholds, enabling safer AI-driven perception in low-quality…