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Leveraging Deep Learning for Visual Odometry Using Optical Flow

In this paper, we study deep learning approaches for monocular visual odometry (VO). Deep learning solutions have shown to be effective in VO applications, replacing the need for highly engineered steps, such as feature extraction and outlier rejection in a traditional pipeline. We propose a new arc...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Pandey, Tejas, Pena, Dexmont, Byrne, Jonathan, Moloney, David
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7918879/
https://ncbi.nlm.nih.gov/pubmed/33673119
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21041313
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