Acta Optica Sinica, Volume. 41, Issue 5, 0515001(2021)

Decoupling Relative Pose Estimation Method for Non-Overlapping Multi-Camera System

Miao Tian1,2, Banglei Guan1,2、*, Fang Sun3, Yun Yuan4, and Qifeng Yu1,2
Author Affiliations
  • 1College of Aerospace Science and Engineering, National University of Defense Technology, Changsha, Hunan 410073, China
  • 2Hunan Provincial Key Laboratory of Image Measurement and Vision Navigation, National University of Defense Technology, Changsha, Hunan 410073, China
  • 3Army Aviation Institute, Beijing 101123, China
  • 4Rocket Force Academy, Beijing 100089, China
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    Figures & Tables(9)
    Processing flow of proposed method
    Plücker coordinates of line in 3D Euclidean space
    Generalized camera polar geometric constraints
    Error of relative pose under different motion condition after adding noise. (a)(b) Forward motion; (c)(d) random motion; (e)(f) sideways motion
    Schematic of translation vector simulating image coordinate change
    Distinguishing effects of different images. (a) 2021th frame of left camera; (b) 2021th frame of right camera; (c) 2022th frame of left camera; (d) 2022th frame of right camera
    Error distribution curves of pose estimation. (a) Rotation matrix error; (b) translation vector error
    • Table 1. Running time of different relative pose estimation methods

      View table

      Table 1. Running time of different relative pose estimation methods

      Method17pt-Li[8]6pt-Stewénius[7]4pt-Lee[16]Proposed method
      Time /s57.32092.8400.7200.026
    • Table 2. Accuracy of pose estimation

      View table

      Table 2. Accuracy of pose estimation

      Method17pt-Li[8]6pt-Stewénius[7]4pt-Lee[16]Proposed method
      Rotation /(°)0.14640.25640.06910.0465
      Translation /(°)2.80455.45192.85562.4594
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    Miao Tian, Banglei Guan, Fang Sun, Yun Yuan, Qifeng Yu. Decoupling Relative Pose Estimation Method for Non-Overlapping Multi-Camera System[J]. Acta Optica Sinica, 2021, 41(5): 0515001

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    Paper Information

    Category: Machine Vision

    Received: Sep. 27, 2020

    Accepted: Nov. 2, 2020

    Published Online: Apr. 7, 2021

    The Author Email: Guan Banglei (guanbanglei12@nudt.edu.cn)

    DOI:10.3788/AOS202141.0515001

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