Laser & Optoelectronics Progress, Volume. 55, Issue 5, 050007(2018)

Research Progress of Deep Learning in Visual Localization and Three-Dimensional Structure Recovery

Zhenqiang Bao*, Aihua Li, Zhigao Cui, and Meng Yuan
Author Affiliations
  • Rocket Force University of Engineering, Xian, Shaanxi 710025, China
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    Figures & Tables(8)
    Feature vector of superpixel block
    Image properties. (a) Connected structure; (b) co-linearity structure; (c) co-planarity structure
    Structural diagram of GC-Net model
    Test results. (a) Left image of input binocular image; (b) depth estimation result; (c) true depth
    Classical learning algorithm architecture
    Overview flow chart of algorithm
    Overall flow chart based on composite view method
    Network architectures. (a) Depth estimation network; (b) pose estimation/explainability network
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    Zhenqiang Bao, Aihua Li, Zhigao Cui, Meng Yuan. Research Progress of Deep Learning in Visual Localization and Three-Dimensional Structure Recovery[J]. Laser & Optoelectronics Progress, 2018, 55(5): 050007

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    Paper Information

    Category: General

    Received: Oct. 9, 2017

    Accepted: --

    Published Online: Sep. 11, 2018

    The Author Email: Zhenqiang Bao (bzhenqiang@163.com)

    DOI:10.3788/LOP55.050007

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