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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....

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:Sensors (Basel)
Päätekijät: Xiong, Lu, Wen, Yongkun, Huang, Yuyao, Zhao, Junqiao, Tian, Wei
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI 2020
Aiheet:
Linkit: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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