Search Results for author: Simon Thomine

Found 4 papers, 4 papers with code

CSE: Surface Anomaly Detection with Contrastively Selected Embedding

1 code implementation4 Mar 2024 Simon Thomine, Hichem Snoussi

Detecting surface anomalies of industrial materials poses a significant challenge within a myriad of industrial manufacturing processes.

Anomaly Detection Knowledge Distillation

Distillation-based fabric anomaly detection

1 code implementation4 Jan 2024 Simon Thomine, Hichem Snoussi

Given the extensive variability in colors, textures, and defect types, fabric defect detection poses a complex and challenging problem in the field of patterned textures inspection.

Defect Detection Domain Generalization +2

FABLE : Fabric Anomaly Detection Automation Process

1 code implementation16 Jun 2023 Simon Thomine, Hichem Snoussi, Mahmoud Soua

In this paper, we propose an automation process for industrial fabric texture defect detection with a specificity-learning process during the domain-generalized anomaly detection.

Anomaly Detection Defect Detection +2

MixedTeacher : Knowledge Distillation for fast inference textural anomaly detection

1 code implementation16 Jun 2023 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 process.

Anomaly Detection Knowledge Distillation

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