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...

Полное описание

Библиографические подробности
Главные авторы: Braden Stefanuk, Krzysztof Skonieczny
Формат: Статья
Язык:English
Опубликовано: Frontiers Media S.A. 2022-10-01
Серии:Frontiers in Robotics and AI
Предметы:
Online-ссылка:https://www.frontiersin.org/articles/10.3389/frobt.2022.974397/full