3 papers
cs.CV2024
Generative AI in Industrial Machine Vision -- A Review
Hans Aoyang Zhou, Dominik Wolfschläger, Constantinos Florides +7
Machine vision enhances automation, quality control, and operational efficiency in industrial applications by enabling machines to interpret and act on visual data. While tradition…
cs.CV2024
Estimating Pore Location of PBF-LB/M Processes with Segmentation Models
Hans Aoyang Zhou, Jan Theunissen, Marco Kemmerling +3
Reliably manufacturing defect free products is still an open challenge for Laser Powder Bed Fusion processes. Particularly, pores that occur frequently have a negative impact on me…
cs.LG2024
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series
Zhipeng Ma, Marco Kemmerling, Daniel Buschmann +3
Causal inference is a fundamental research topic for discovering the cause-effect relationships in many disciplines. However, not all algorithms are equally well-suited for a given…