Search Results for author: Olivier Airiau

Found 3 papers, 1 papers with code

Near out-of-distribution detection for low-resolution radar micro-Doppler signatures

2 code implementations12 May 2022 Martin Bauw, Santiago Velasco-Forero, Jesus Angulo, Claude Adnet, Olivier Airiau

We emphasize the relevance of OODD and its specific supervision requirements for the detection of a multimodal, diverse targets class among other similar radar targets and clutter in real-life critical systems.

Contrastive Learning Geometry-aware processing +4

From Unsupervised to Semi-supervised Anomaly Detection Methods for HRRP Targets

no code implementations10 Jun 2021 Martin Bauw, Santiago Velasco-Forero, Jesus Angulo, Claude Adnet, Olivier Airiau

Responding to the challenge of detecting unusual radar targets in a well identified environment, innovative anomaly and novelty detection methods keep emerging in the literature.

Novelty Detection Semi-supervised Anomaly Detection +2

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