12 citations · 21 across the 3 of their papers we have counts for
3 papers
Single-Step Reconstruction-Free Anomaly Detection and Segmentation via Diffusion Models
Mehrdad Moradi, Marco Grasso, Bianca Maria Colosimo +1
Generative models have demonstrated significant success in anomaly detection and segmentation over the past decade. Recently, diffusion models have emerged as a powerful alternativ…
Robust Functional ANOVA with Application to Additive Manufacturing
Fabio Centofanti, Bianca Maria Colosimo, Marco Luigi Grasso +3
The development of data acquisition systems is facilitating the collection of data that are apt to be modelled as functional data. In some applications, the interest lies in the id…
Real-time Detection of Clustered Events in Video-imaging data with Applications to Additive Manufacturing
Hao Yan, Marco Grasso, Kamran Paynabar +1
The use of video-imaging data for in-line process monitoring applications has become more and more popular in the industry. In this framework, spatio-temporal statistical process m…