Unsupervised Deep Learning-Based RGB-D Visual Odometry

Recently, deep learning frameworks have been deployed in visual odometry systems and achieved comparable results to traditional feature matching based systems. However, most deep learning-based frameworks inevitably need labeled data as ground truth for training. On the other hand, monocular odometr...

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Bibliographic Details
Main Authors: Qiang Liu, Haidong Zhang, Yiming Xu, Li Wang
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/16/5426