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Novelty detection in rover-based planetary surface images using autoencoders

In the domain of planetary science, novelty detection is gaining attention because of the operational opportunities it offers, including annotated data products and downlink prioritization. Using a variational autoencoder (VAE), this work improves upon state-of-the-art novelty detection performance...

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Detalles Bibliográficos
Autores principales: Stefanuk, Braden, Skonieczny, Krzysztof
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9613947/
https://www.ncbi.nlm.nih.gov/pubmed/36313243
http://dx.doi.org/10.3389/frobt.2022.974397