23 citations · 23 across the 2 of their papers we have counts for
4 papers · 1 filter
CSE: Surface Anomaly Detection with Contrastively Selected Embedding
Simon Thomine, Hichem Snoussi
Detecting surface anomalies of industrial materials poses a significant challenge within a myriad of industrial manufacturing processes. In recent times, various methodologies have…
Distillation-based fabric anomaly detection
Simon Thomine, Hichem Snoussi
Unsupervised texture anomaly detection has been a concerning topic in a vast amount of industrial processes. Patterned textures inspection, particularly in the context of fabric de…
FABLE : Fabric Anomaly Detection Automation Process
Simon Thomine, Hichem Snoussi, Mahmoud Soua
Unsupervised anomaly in industry has been a concerning topic and a stepping stone for high performance industrial automation process. The vast majority of industry-oriented methods…
MixedTeacher : Knowledge Distillation for fast inference textural anomaly detection
Simon Thomine, Hichem Snoussi, Mahmoud Soua
For a very long time, unsupervised learning for anomaly detection has been at the heart of image processing research and a stepping stone for high performance industrial automation…