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LFM: A Lightweight LCD Algorithm Based on Feature Matching between Similar Key Frames

Loop Closure Detection (LCD) is an important technique to improve the accuracy of Simultaneous Localization and Mapping (SLAM). In this paper, we propose an LCD algorithm based on binary classification for feature matching between similar images with deep learning, which greatly improves the accurac...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Zhu, Zuojun, Xu, Xiangrong, Liu, Xuefei, Jiang, Yanglin
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8272237/
https://ncbi.nlm.nih.gov/pubmed/34209396
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21134499
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