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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…
cs.CV2018★ 2 cited
Feature extraction with regularized siamese networks for outlier detection: application to lesion screening in medical imaging
Z. Alaverdyan, C. Lartizien
Computer aided diagnosis (CAD) systems are designed to assist clinicians in various tasks, including highlighting abnormal regions in a medical image. A common approach consists in…