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Role of Deep Learning in Loop Closure Detection for Visual and Lidar SLAM: A Survey

Loop closure detection is of vital importance in the process of simultaneous localization and mapping (SLAM), as it helps to reduce the cumulative error of the robot’s estimated pose and generate a consistent global map. Many variations of this problem have been considered in the past and the existi...

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Detalles Bibliográficos
Autores principales: Arshad, Saba, Kim, Gon-Woo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7916334/
https://www.ncbi.nlm.nih.gov/pubmed/33578695
http://dx.doi.org/10.3390/s21041243