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20232026
most citedOne-Class SVM on siamese neural network latent space for Unsupervised Anomaly Detection on brain MRI White Matter Hyperintensities

2 citations · 3 across the 5 of their papers we have counts for

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cs.CV2026

OTLesMix: Wasserstein Barycenter and Optimal Transport Map for Synthetic Lesion Generation with Diverse Shapes and Locations

Robin Trombetta, Carole Lartizien

The development of deep learning over the past decade has revolutionized medical imaging segmentation, allowing the extraction of precise descriptors from large volumes to characte…

cs.CV2023

Anomaly detection in image or latent space of patch-based auto-encoders for industrial image analysis

Nicolas Pinon, Robin Trombetta, Carole Lartizien

We study several methods for detecting anomalies in color images, constructed on patch-based auto-encoders. Wecompare the performance of three types of methods based, first, on the…