2 papers
cs.LG2026
Physic-HM: Restoring Physical Generative Logic in Multimodal Anomaly Detection via Hierarchical Modulation
Xiao Liu, Junchen Jin, Yanjie Zhao +1
Multimodal Unsupervised Anomaly Detection (UAD) is critical for quality assurance in smart manufacturing, particularly in complex processes like robotic welding. However, existing…
cs.CV2024
A Systematic Review of Available Datasets in Additive Manufacturing
Xiao Liu, Alessandra Mileo, Alan F. Smeaton
In-situ monitoring incorporating data from visual and other sensor technologies, allows the collection of extensive datasets during the Additive Manufacturing (AM) process. These d…