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Joint Unsupervised Learning of Depth, Pose, Ground Normal Vector and Ground Segmentation by a Monocular Camera Sensor

We propose a completely unsupervised approach to simultaneously estimate scene depth, ego-pose, ground segmentation and ground normal vector from only monocular RGB video sequences. In our approach, estimation for different scene structures can mutually benefit each other by the joint optimization....

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Bibliografske podrobnosti
izdano v:Sensors (Basel)
Main Authors: Xiong, Lu, Wen, Yongkun, Huang, Yuyao, Zhao, Junqiao, Tian, Wei
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7374458/
https://ncbi.nlm.nih.gov/pubmed/32635370
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20133737
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