Matthias Klumpp

Improving Visual Inspection Accuracy: Explainable AI for Human-centric Quality Control

2025 · IFAC-PapersOnLine

This study empirically investigates how Explainable Artificial Intelligence (XAI) affects defect detection and balanced accuracy in visual inspection tasks. Using a laboratory experiment, 34 participants, randomly assigned to either AI or XAI conditions, completed 21 …