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An Efficient and Robust Star Identification Algorithm Based on Neural Networks

A lost-in-space star identification algorithm based on a one-dimensional Convolutional Neural Network (1D CNN) is proposed. The lost-in-space star identification aims to identify stars observed with corresponding catalog stars when there is no prior attitude information. With the help of neural netw...

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Detalles Bibliográficos
Autores principales: Wang, Bendong, Wang, Hao, Jin, Zhonghe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8620066/
https://www.ncbi.nlm.nih.gov/pubmed/34833762
http://dx.doi.org/10.3390/s21227686