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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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Detaylı Bibliyografya
Yayımlandı:Sensors (Basel)
Asıl Yazarlar: Pandey, Tejas, Pena, Dexmont, Byrne, Jonathan, Moloney, David
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: MDPI 2021
Konular:
Online Erişim: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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